[{"data":1,"prerenderedAt":136},["ShallowReactive",2],{"docs:core-concepts/models":3},{"title":4,"navTitle":4,"description":5,"api":6,"html":7,"toc":8,"path":125,"tab":126,"group":127,"prev":128,"next":131,"markdownUrl":134,"sourceUrl":135,"lastModified":6},"Models","Configure LLM models with provider factories, capabilities, and pricing tracking",null,"\u003Ch2 id=\"what-are-models\">\u003Ca class=\"docs-anchor\" href=\"#what-are-models\" aria-label=\"Link to this section\">\u003C/a>What are Models?\u003C/h2>\n\u003Cp>Models in Standard Agents define the LLM configurations that your agents and prompts use for AI responses. Each model configuration specifies which provider to use, the specific model ID, capabilities, fallback models for resilience, and optional pricing for cost tracking.\u003C/p>\n\u003Ch2 id=\"decision-inference\">\u003Ca class=\"docs-anchor\" href=\"#decision-inference\" aria-label=\"Link to this section\">\u003C/a>Decision inference\u003C/h2>\n\u003Cp>Use \u003Ccode>state.decide({ provider, model, context, questions })\u003C/code> for explicit\nclassification, scoring, and boolean probabilities. A decision provider is an\nindependent capability; it does not serve a prompt's conversational model.\n\u003Ca href=\"/docs/providers/typesafe\">TypeSafe AI\u003C/a> implements this surface through Jev's native\nmulti-question API. Calls automatically record request, response, duration,\nstatus, usage, and known cost in application logs. Context is supplied explicitly,\nand answers enter message history only when the caller explicitly adds them.\u003C/p>\n\u003Ch2 id=\"quick-example\">\u003Ca class=\"docs-anchor\" href=\"#quick-example\" aria-label=\"Link to this section\">\u003C/a>Quick Example\u003C/h2>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cfigcaption class=\"docs-code-title\">agents/models/heavy_thinking.ts\u003C/figcaption>\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'heavy-thinking'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'moonshotai/kimi-k3'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  inputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 3\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  outputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 15\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>Reference in a prompt:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cfigcaption class=\"docs-code-title\">agents/prompts/my_prompt.ts\u003C/figcaption>\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">definePrompt\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> definePrompt\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'my_prompt'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  toolDescription\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'Answer requests with the heavy-thinking model.'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'heavy-thinking'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,  \u003C/span>\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// Type-safe reference\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  prompt\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'You are a helpful assistant...'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Ch2 id=\"example-model-choices\">\u003Ca class=\"docs-anchor\" href=\"#example-model-choices\" aria-label=\"Link to this section\">\u003C/a>Example model choices\u003C/h2>\n\u003Cp>The examples use open-weight models with configurations named by purpose.\nOpenRouter supplies live pricing for these definitions.\nUse \u003Ccode>npx @standardagents/cli@latest current-models\u003C/code> to review model tradeoffs.\u003C/p>\n\u003Cdiv class=\"docs-tabs\" data-docs=\"tabs\">\u003Csection class=\"docs-tab\" data-label=\"conversational\">\u003Ch4 class=\"docs-tab-label\">conversational\u003C/h4>\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cfigcaption class=\"docs-code-title\">agents/models/conversational.ts\u003C/figcaption>\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'conversational'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'google/gemma-4-31b-it'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\u003C/section>\u003Csection class=\"docs-tab\" data-label=\"tool-reasoning\">\u003Ch4 class=\"docs-tab-label\">tool-reasoning\u003C/h4>\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cfigcaption class=\"docs-code-title\">agents/models/tool_reasoning.ts\u003C/figcaption>\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'tool-reasoning'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'nvidia/nemotron-3-ultra-550b-a55b'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\u003C/section>\u003Csection class=\"docs-tab\" data-label=\"fast-response\">\u003Ch4 class=\"docs-tab-label\">fast-response\u003C/h4>\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cfigcaption class=\"docs-code-title\">agents/models/fast_response.ts\u003C/figcaption>\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'fast-response'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'nvidia/nemotron-3-super-120b-a12b'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\u003C/section>\u003Csection class=\"docs-tab\" data-label=\"budget\">\u003Ch4 class=\"docs-tab-label\">budget\u003C/h4>\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cfigcaption class=\"docs-code-title\">agents/models/budget.ts\u003C/figcaption>\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'budget'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'z-ai/glm-4.7-flash'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\u003C/section>\u003Csection class=\"docs-tab\" data-label=\"code-generation\">\u003Ch4 class=\"docs-tab-label\">code-generation\u003C/h4>\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cfigcaption class=\"docs-code-title\">agents/models/code_generation.ts\u003C/figcaption>\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'code-generation'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'minimax/minimax-m3'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\u003C/section>\u003Csection class=\"docs-tab\" data-label=\"heavy-thinking\">\u003Ch4 class=\"docs-tab-label\">heavy-thinking\u003C/h4>\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cfigcaption class=\"docs-code-title\">agents/models/heavy_thinking.ts\u003C/figcaption>\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'heavy-thinking'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'moonshotai/kimi-k3'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\u003C/section>\u003C/div>\n\u003Cdiv class=\"docs-table\">\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>Configuration\u003C/th>\n\u003Cth>Model\u003C/th>\n\u003Cth>Example work\u003C/th>\n\u003C/tr>\n\u003C/thead>\n\u003Ctbody>\n\u003Ctr>\n\u003Ctd>\u003Ccode>conversational\u003C/code>\u003C/td>\n\u003Ctd>Gemma 4 31B\u003C/td>\n\u003Ctd>Conversation with a small tool set.\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd>\u003Ccode>tool-reasoning\u003C/code>\u003C/td>\n\u003Ctd>Nemotron 3 Ultra 550B A55B\u003C/td>\n\u003Ctd>Issue triage, analysis, and orchestration.\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd>\u003Ccode>fast-response\u003C/code>\u003C/td>\n\u003Ctd>Nemotron 3 Super 120B\u003C/td>\n\u003Ctd>Fast summarization and extraction.\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd>\u003Ccode>budget\u003C/code>\u003C/td>\n\u003Ctd>GLM 4.7 Flash\u003C/td>\n\u003Ctd>Low-cost conversation and simple classification.\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd>\u003Ccode>code-generation\u003C/code>\u003C/td>\n\u003Ctd>MiniMax M3\u003C/td>\n\u003Ctd>Coding and code review.\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd>\u003Ccode>heavy-thinking\u003C/code>\u003C/td>\n\u003Ctd>Kimi K3\u003C/td>\n\u003Ctd>Heavy reasoning with image inputs.\u003C/td>\n\u003C/tr>\n\u003C/tbody>\n\u003C/table>\u003C/div>\n\u003Ch2 id=\"naming-models\">\u003Ca class=\"docs-anchor\" href=\"#naming-models\" aria-label=\"Link to this section\">\u003C/a>Naming Models\u003C/h2>\n\u003Caside class=\"docs-callout\" data-kind=\"tip\" role=\"note\">\u003Cp>\u003Cstrong>Best Practice:\u003C/strong> Name your models based on their \u003Cstrong>use case\u003C/strong>, not the underlying model ID.\u003C/p>\u003C/aside>\n\u003Cp>This approach provides several benefits:\u003C/p>\n\u003Cul>\n\u003Cli>\u003Cstrong>Swap models easily\u003C/strong> - Change the underlying model without updating prompts\u003C/li>\n\u003Cli>\u003Cstrong>Clear intent\u003C/strong> - Team members understand what each model is for\u003C/li>\n\u003Cli>\u003Cstrong>Environment flexibility\u003C/strong> - Use different models in dev vs production\u003C/li>\n\u003C/ul>\n\u003Cp>\u003Cstrong>Good model names:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>\u003Ccode>heavy-thinking\u003C/code> - Complex reasoning tasks\u003C/li>\n\u003Cli>\u003Ccode>fast-response\u003C/code> - Quick, simple responses\u003C/li>\n\u003Cli>\u003Ccode>code-generation\u003C/code> - Code-focused tasks\u003C/li>\n\u003Cli>\u003Ccode>eval\u003C/code> - Evaluation and scoring\u003C/li>\n\u003Cli>\u003Ccode>budget\u003C/code> - Cost-conscious general use\u003C/li>\n\u003Cli>\u003Ccode>creative-writing\u003C/code> - Creative content generation\u003C/li>\n\u003C/ul>\n\u003Cp>\u003Cstrong>Avoid:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>\u003Ccode>kimi-k3\u003C/code> - Ties the name to a specific model\u003C/li>\n\u003Cli>\u003Ccode>gemma-4-31b\u003C/code> - Same issue, hard to swap later\u003C/li>\n\u003Cli>\u003Ccode>model-1\u003C/code> - No indication of purpose\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"model-providers\">\u003Ca class=\"docs-anchor\" href=\"#model-providers\" aria-label=\"Link to this section\">\u003C/a>Model Providers\u003C/h2>\n\u003Cp>Standard Agents uses \u003Cstrong>provider factory functions\u003C/strong> imported from provider packages. This enables typed \u003Ccode>providerOptions\u003C/code>, runtime validation, and local provider definitions.\u003C/p>\n\u003Ch3 id=\"openai\">\u003Ca class=\"docs-anchor\" href=\"#openai\" aria-label=\"Link to this section\">\u003C/a>OpenAI\u003C/h3>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openai\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openai'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'gpt-6.1-sol'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openai\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'gpt-6.1-sol'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">  // Prices change. Check https://developers.openai.com/api/docs/pricing\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">  // Standard rates apply to prompts up to 272K tokens.\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  inputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 2\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  outputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 10\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    service_tier\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'default'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>API Key:\u003C/strong> Set \u003Ccode>OPENAI_API_KEY\u003C/code> environment variable\u003C/p>\n\u003Cp>\u003Cstrong>Package:\u003C/strong> \u003Ccode>@standardagents/openai\u003C/code>\u003C/p>\n\u003Ch3 id=\"user-defined-providers\">\u003Ca class=\"docs-anchor\" href=\"#user-defined-providers\" aria-label=\"Link to this section\">\u003C/a>User-Defined Providers\u003C/h3>\n\u003Cp>Use \u003Ccode>defineProvider\u003C/code> when another API is compatible with a base provider but needs its own endpoint, API key, icon, model list, or pricing behavior.\u003C/p>\n\u003Cdiv class=\"docs-tabs docs-code-group\" data-docs=\"tabs\">\u003Csection class=\"docs-tab\" data-label=\"agents/providers/darkbloom.ts\">\u003Ch4 class=\"docs-tab-label\">agents/providers/darkbloom.ts\u003C/h4>\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cfigcaption class=\"docs-code-title\">agents/providers/darkbloom.ts\u003C/figcaption>\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineProvider\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">providerEnv\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openai\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openai'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineProvider\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'darkbloom'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  label\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'Darkbloom'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  baseProvider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openai\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  config\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    apiKey\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> providerEnv\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">(\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'DARKBLOOM_API_KEY'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">valueType\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'secret'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> }),\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    baseUrl\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> providerEnv\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">(\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'DARKBLOOM_BASE_URL'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">      valueType\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'url'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">      default\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'https://api.darkbloom.dev/v1'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">    }),\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\u003C/section>\u003Csection class=\"docs-tab\" data-label=\"agents/models/darkbloom_chat.ts\">\u003Ch4 class=\"docs-tab-label\">agents/models/darkbloom_chat.ts\u003C/h4>\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cfigcaption class=\"docs-code-title\">agents/models/darkbloom_chat.ts\u003C/figcaption>\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> darkbloom\u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\"> from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '../providers/darkbloom'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'darkbloom_chat'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> darkbloom\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'darkbloom-chat'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\u003C/section>\u003C/div>\n\u003Cp>Sub-providers inherit the base provider's \u003Ccode>providerOptions\u003C/code> type. They can override any provider method with \u003Ccode>overrides\u003C/code>; call \u003Ccode>next()\u003C/code> inside an override to compose with the base provider, or return your own value to replace it.\u003C/p>\n\u003Ch3 id=\"anthropic\">\u003Ca class=\"docs-anchor\" href=\"#anthropic\" aria-label=\"Link to this section\">\u003C/a>Anthropic\u003C/h3>\n\u003Cp>Anthropic's Claude models are available through a dedicated provider package built on the official \u003Ccode>@anthropic-ai/sdk\u003C/code>:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">anthropic\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/anthropic'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'claude-opus'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> anthropic\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'claude-opus-5-5'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">  // Prices change. Check https://platform.claude.com/docs/en/about-claude/pricing\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  inputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 4\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  outputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 20\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    cacheSystemPrompt\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>API Key:\u003C/strong> Set \u003Ccode>ANTHROPIC_API_KEY\u003C/code> environment variable\u003C/p>\n\u003Caside class=\"docs-callout\" data-kind=\"note\" role=\"note\">\u003Cp>\u003Cstrong>Known Anthropic pricing fallback:\u003C/strong> Standard Agents derives the exact request cost for documented Claude models from the API's token usage buckets (including prompt-cache reads and writes), so \u003Ccode>inputPrice\u003C/code> and \u003Ccode>outputPrice\u003C/code> are optional for known Claude models. Set them yourself only for custom or unlisted model IDs.\u003C/p>\u003C/aside>\n\u003Cp>\u003Cstrong>Package:\u003C/strong> \u003Ccode>@standardagents/anthropic\u003C/code>\u003C/p>\n\u003Ch3 id=\"cerebras\">\u003Ca class=\"docs-anchor\" href=\"#cerebras\" aria-label=\"Link to this section\">\u003C/a>Cerebras\u003C/h3>\n\u003Cp>Cerebras exposes an OpenAI-compatible Chat Completions API with a dedicated provider package:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">cerebras\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/cerebras'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'fast-cerebras'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> cerebras\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'qwen-3.8-27b'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">  // Prices change. Check https://www.cerebras.ai/pricing\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  inputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 0.99\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  outputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 1.49\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    service_tier\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'default'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>API Key:\u003C/strong> Set \u003Ccode>CEREBRAS_API_KEY\u003C/code> environment variable\u003C/p>\n\u003Caside class=\"docs-callout\" data-kind=\"note\" role=\"note\">\u003Cp>\u003Cstrong>Known Cerebras pricing fallback:\u003C/strong> Standard Agents can derive request cost for documented Cerebras models when the API response includes token usage but no explicit dollar cost. For custom or private Cerebras models, keep setting \u003Ccode>inputPrice\u003C/code> and \u003Ccode>outputPrice\u003C/code> yourself.\u003C/p>\u003C/aside>\n\u003Cp>\u003Cstrong>Package:\u003C/strong> \u003Ccode>@standardagents/cerebras\u003C/code>\u003C/p>\n\u003Ch3 id=\"google-gemini-/-imagen\">\u003Ca class=\"docs-anchor\" href=\"#google-gemini-/-imagen\" aria-label=\"Link to this section\">\u003C/a>Google Gemini / Imagen\u003C/h3>\n\u003Cp>Google's dedicated provider uses the official \u003Ccode>@google/genai\u003C/code> SDK for Gemini text generation and Imagen image generation/editing:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">google\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/google'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'gemini-fast'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> google\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'gemini-3.8-flash'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    responseModalities\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'TEXT'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>API Key:\u003C/strong> Set \u003Ccode>GOOGLE_API_KEY\u003C/code> environment variable\u003C/p>\n\u003Cp>\u003Cstrong>Package:\u003C/strong> \u003Ccode>@standardagents/google\u003C/code>\u003C/p>\n\u003Ch3 id=\"groq\">\u003Ca class=\"docs-anchor\" href=\"#groq\" aria-label=\"Link to this section\">\u003C/a>Groq\u003C/h3>\n\u003Cp>Groq exposes low-latency chat completions through the official \u003Ccode>groq-sdk\u003C/code>:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">groq\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/groq'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'groq-fast'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> groq\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'llama-3.1-8b-instant'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    reasoning_format\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'parsed'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>API Key:\u003C/strong> Set \u003Ccode>GROQ_API_KEY\u003C/code> environment variable\u003C/p>\n\u003Cp>\u003Cstrong>Package:\u003C/strong> \u003Ccode>@standardagents/groq\u003C/code>\u003C/p>\n\u003Ch3 id=\"novita-ai\">\u003Ca class=\"docs-anchor\" href=\"#novita-ai\" aria-label=\"Link to this section\">\u003C/a>Novita AI\u003C/h3>\n\u003Cp>Novita AI exposes an OpenAI-compatible Chat Completions API with live model catalog pricing:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">novita\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/novita'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'novita-reasoning'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> novita\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'deepseek/deepseek-v3.2'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    seed\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 42\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>API Key:\u003C/strong> Set \u003Ccode>NOVITA_API_KEY\u003C/code> environment variable\u003C/p>\n\u003Caside class=\"docs-callout\" data-kind=\"note\" role=\"note\">\u003Cp>\u003Cstrong>No pricing required for catalog models:\u003C/strong> Novita's provider reads model prices from \u003Ccode>/openai/v1/models\u003C/code>, including cache-read prices when available, and attaches provider-owned \u003Ccode>usage.pricing\u003C/code> / \u003Ccode>usage.cost\u003C/code> values. For custom or private Novita models, set \u003Ccode>inputPrice\u003C/code>, \u003Ccode>outputPrice\u003C/code>, and \u003Ccode>cachedPrice\u003C/code> yourself.\u003C/p>\u003C/aside>\n\u003Cp>\u003Cstrong>Package:\u003C/strong> \u003Ccode>@standardagents/novita\u003C/code>\u003C/p>\n\u003Ch3 id=\"deepinfra\">\u003Ca class=\"docs-anchor\" href=\"#deepinfra\" aria-label=\"Link to this section\">\u003C/a>DeepInfra\u003C/h3>\n\u003Cp>DeepInfra provides an OpenAI-compatible Chat Completions API backed by a live public model catalog:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">deepinfra\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/deepinfra'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'deepinfra-chat'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> deepinfra\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'deepseek-ai/DeepSeek-V3'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    reasoning_effort\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'high'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    service_tier\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'priority'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>API Key:\u003C/strong> Set \u003Ccode>DEEPINFRA_API_KEY\u003C/code>\u003C/p>\n\u003Cp>Catalog models carry live input, output, and cache-read pricing. DeepInfra's per-request \u003Ccode>usage.estimated_cost\u003C/code> is preserved as Standard Agents \u003Ccode>usage.cost\u003C/code>.\u003C/p>\n\u003Cp>\u003Cstrong>Package:\u003C/strong> \u003Ccode>@standardagents/deepinfra\u003C/code>\u003C/p>\n\u003Ch3 id=\"cloudflare-workers-ai\">\u003Ca class=\"docs-anchor\" href=\"#cloudflare-workers-ai\" aria-label=\"Link to this section\">\u003C/a>Cloudflare Workers AI\u003C/h3>\n\u003Cp>Cloudflare Workers AI exposes an OpenAI-compatible Chat Completions endpoint scoped to your Cloudflare account:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">cloudflare\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/cloudflare'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'workers-fast'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> cloudflare\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@cf/google/gemma-4-26b-a4b-it'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">  // Prices change. Check https://developers.cloudflare.com/workers-ai/platform/pricing/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  inputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 0.1\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  outputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 0.3\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    seed\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 42\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>Environment:\u003C/strong> Set both \u003Ccode>CLOUDFLARE_API_TOKEN\u003C/code> and \u003Ccode>CLOUDFLARE_ACCOUNT_ID\u003C/code>\u003C/p>\n\u003Cp>\u003Cstrong>Package:\u003C/strong> \u003Ccode>@standardagents/cloudflare\u003C/code>\u003C/p>\n\u003Ch3 id=\"openrouter\">\u003Ca class=\"docs-anchor\" href=\"#openrouter\" aria-label=\"Link to this section\">\u003C/a>OpenRouter\u003C/h3>\n\u003Cp>OpenRouter provides access to models from multiple providers (OpenAI, Anthropic, Google, Meta, etc.) through a single API:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'conversational'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'google/gemma-4-31b-it'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">      zdr\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,  \u003C/span>\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// Zero Data Retention\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">      only\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'deepinfra'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">    },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Caside class=\"docs-callout\" data-kind=\"note\" role=\"note\">\u003Cp>\u003Cstrong>No pricing required:\u003C/strong> OpenRouter models automatically fetch pricing data from the OpenRouter API at runtime. You do not need to specify \u003Ccode>inputPrice\u003C/code> or \u003Ccode>outputPrice\u003C/code> for OpenRouter models.\u003C/p>\u003C/aside>\n\u003Cp>\u003Cstrong>Model ID format:\u003C/strong> \u003Ccode>provider/model-name\u003C/code>\u003C/p>\n\u003Cp>\u003Cstrong>Example models:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>\u003Ccode>nvidia/nemotron-3-ultra-550b-a55b\u003C/code>\u003C/li>\n\u003Cli>\u003Ccode>google/gemma-4-31b-it\u003C/code>\u003C/li>\n\u003Cli>\u003Ccode>minimax/minimax-m3\u003C/code>\u003C/li>\n\u003Cli>\u003Ccode>meta-llama/llama-3.3-70b-instruct\u003C/code>\u003C/li>\n\u003C/ul>\n\u003Cp>\u003Cstrong>API Key:\u003C/strong> Set \u003Ccode>OPENROUTER_API_KEY\u003C/code> environment variable\u003C/p>\n\u003Cp>\u003Cstrong>Package:\u003C/strong> \u003Ccode>@standardagents/openrouter\u003C/code>\u003C/p>\n\u003Ch3 id=\"xai\">\u003Ca class=\"docs-anchor\" href=\"#xai\" aria-label=\"Link to this section\">\u003C/a>xAI\u003C/h3>\n\u003Cp>xAI uses the official \u003Ccode>@ai-sdk/xai\u003C/code> provider for Grok chat and image models:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">xai\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/xai'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'grok-default'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> xai\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'grok-4-0709'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    reasoningEffort\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'high'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>API Key:\u003C/strong> Set \u003Ccode>XAI_API_KEY\u003C/code> environment variable\u003C/p>\n\u003Cp>\u003Cstrong>Package:\u003C/strong> \u003Ccode>@standardagents/xai\u003C/code>\u003C/p>\n\u003Ch2 id=\"provider-options\">\u003Ca class=\"docs-anchor\" href=\"#provider-options\" aria-label=\"Link to this section\">\u003C/a>Provider Options\u003C/h2>\n\u003Cp>Each provider has typed options that are validated at build time and runtime:\u003C/p>\n\u003Ch3 id=\"openai-provider-options\">\u003Ca class=\"docs-anchor\" href=\"#openai-provider-options\" aria-label=\"Link to this section\">\u003C/a>OpenAI Provider Options\u003C/h3>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  service_tier\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'auto'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, \u003C/span>\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// 'auto', 'default', or 'flex'\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  user\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'user-123'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  seed\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">42\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  frequency_penalty\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">0.5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  presence_penalty\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">0.5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  logprobs\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  top_logprobs\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  store\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  metadata\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: { \u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">key\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'value'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Ch3 id=\"openrouter-provider-options\">\u003Ca class=\"docs-anchor\" href=\"#openrouter-provider-options\" aria-label=\"Link to this section\">\u003C/a>OpenRouter Provider Options\u003C/h3>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">    order\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'deepinfra'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'novita'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">    allow_fallbacks\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">    zdr\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">    only\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'deepinfra'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">    ignore\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'chutes'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">    sort\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'price'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, \u003C/span>\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// 'price', 'throughput', or 'latency'\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">    max_price\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">      prompt\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">1\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">      completion\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">    },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">    quantizations\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'fp8'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'fp4'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Ch3 id=\"cerebras-provider-options\">\u003Ca class=\"docs-anchor\" href=\"#cerebras-provider-options\" aria-label=\"Link to this section\">\u003C/a>Cerebras Provider Options\u003C/h3>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  service_tier\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'default'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, \u003C/span>\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// 'priority', 'default', 'auto', or 'flex'\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  reasoning_effort\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'high'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, \u003C/span>\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// 'none', 'low', 'medium', or 'high'\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  clear_thinking\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">false\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  user\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'user-123'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  seed\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">42\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  logprobs\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  top_logprobs\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Ch3 id=\"google-provider-options\">\u003Ca class=\"docs-anchor\" href=\"#google-provider-options\" aria-label=\"Link to this section\">\u003C/a>Google Provider Options\u003C/h3>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  responseModalities\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'TEXT'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'IMAGE'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  candidateCount\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">1\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  cachedContent\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'cachedContents/...'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  thinkingConfig\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">    thinkingBudget\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">1024\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  imageConfig\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">    aspectRatio\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'1:1'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Ch3 id=\"groq-provider-options\">\u003Ca class=\"docs-anchor\" href=\"#groq-provider-options\" aria-label=\"Link to this section\">\u003C/a>Groq Provider Options\u003C/h3>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  reasoning_format\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'parsed'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  reasoning_effort\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'high'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  citation_options\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'enabled'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  service_tier\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'auto'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  search_settings\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">    include_domains\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'example.com'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Ch3 id=\"cloudflare-provider-options\">\u003Ca class=\"docs-anchor\" href=\"#cloudflare-provider-options\" aria-label=\"Link to this section\">\u003C/a>Cloudflare Provider Options\u003C/h3>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  baseUrl\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'https://api.cloudflare.com/client/v4/accounts/ACCOUNT_ID/ai/v1'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  seed\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">42\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  user\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'user-123'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  logprobs\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  top_logprobs\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  frequency_penalty\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">0.5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  presence_penalty\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">0.5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Ch3 id=\"xai-provider-options\">\u003Ca class=\"docs-anchor\" href=\"#xai-provider-options\" aria-label=\"Link to this section\">\u003C/a>xAI Provider Options\u003C/h3>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">providerOptions\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  reasoningEffort\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'high'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  logprobs\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  topLogprobs\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\">5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  aspect_ratio\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'16:9'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#B392F0\">  quality\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">: \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'high'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>For xAI search, enable \u003Ccode>web_search\u003C/code> or \u003Ccode>x_search\u003C/code> in the model's \u003Ccode>providerTools\u003C/code>. Select the enabled names in the prompt's \u003Ccode>tools\u003C/code>.\u003C/p>\n\u003Cp>See the \u003Ca href=\"/docs/providers/anthropic\">Anthropic\u003C/a>, \u003Ca href=\"/docs/providers/baseten\">Baseten\u003C/a>, \u003Ca href=\"/docs/providers/cloudflare\">Cloudflare Workers AI\u003C/a>, \u003Ca href=\"/docs/providers/cerebras\">Cerebras\u003C/a>, \u003Ca href=\"/docs/providers/deepinfra\">DeepInfra\u003C/a>, \u003Ca href=\"/docs/providers/google\">Google\u003C/a>, \u003Ca href=\"/docs/providers/groq\">Groq\u003C/a>, \u003Ca href=\"/docs/providers/novita\">Novita AI\u003C/a>, \u003Ca href=\"/docs/providers/openai\">OpenAI\u003C/a>, \u003Ca href=\"/docs/providers/openrouter\">OpenRouter\u003C/a>, and \u003Ca href=\"/docs/providers/xai\">xAI\u003C/a> documentation for complete options.\u003C/p>\n\u003Ch2 id=\"model-capabilities\">\u003Ca class=\"docs-anchor\" href=\"#model-capabilities\" aria-label=\"Link to this section\">\u003C/a>Model Capabilities\u003C/h2>\n\u003Cp>Set capabilities to help the framework understand what features the model supports:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'conversational'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'google/gemma-4-31b-it'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  inputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 0.1\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  outputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 0.35\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  capabilities\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    supportsImages\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    supportsToolCalls\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    supportsJsonMode\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    supportsStreaming\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    maxContextTokens\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 262144\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">    maxOutputTokens\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 16384\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  },\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cdiv class=\"docs-table\">\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>Capability\u003C/th>\n\u003Cth>Type\u003C/th>\n\u003Cth>Description\u003C/th>\n\u003C/tr>\n\u003C/thead>\n\u003Ctbody>\n\u003Ctr>\n\u003Ctd>\u003Ccode>supportsImages\u003C/code>\u003C/td>\n\u003Ctd>\u003Ccode>boolean\u003C/code>\u003C/td>\n\u003Ctd>Model can process image inputs\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd>\u003Ccode>supportsToolCalls\u003C/code>\u003C/td>\n\u003Ctd>\u003Ccode>boolean\u003C/code>\u003C/td>\n\u003Ctd>Model supports function/tool calling\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd>\u003Ccode>supportsJsonMode\u003C/code>\u003C/td>\n\u003Ctd>\u003Ccode>boolean\u003C/code>\u003C/td>\n\u003Ctd>Model supports structured JSON output\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd>\u003Ccode>supportsStreaming\u003C/code>\u003C/td>\n\u003Ctd>\u003Ccode>boolean\u003C/code>\u003C/td>\n\u003Ctd>Model supports streaming responses\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd>\u003Ccode>maxContextTokens\u003C/code>\u003C/td>\n\u003Ctd>\u003Ccode>number\u003C/code>\u003C/td>\n\u003Ctd>Maximum context window size\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd>\u003Ccode>maxOutputTokens\u003C/code>\u003C/td>\n\u003Ctd>\u003Ccode>number\u003C/code>\u003C/td>\n\u003Ctd>Maximum output tokens\u003C/td>\n\u003C/tr>\n\u003Ctr>\n\u003Ctd>\u003Ccode>reasoningLevels\u003C/code>\u003C/td>\n\u003Ctd>\u003Ccode>Record<number, string | null>\u003C/code>\u003C/td>\n\u003Ctd>Mapping of 0-100 scale to model-specific reasoning levels\u003C/td>\n\u003C/tr>\n\u003C/tbody>\n\u003C/table>\u003C/div>\n\u003Ch2 id=\"provider-tools\">\u003Ca class=\"docs-anchor\" href=\"#provider-tools\" aria-label=\"Link to this section\">\u003C/a>Provider Tools\u003C/h2>\n\u003Cp>Some providers offer built-in tools. Enable the provider-defined tool names on\nthe model with \u003Ccode>providerTools\u003C/code>:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openai\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openai'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'gpt-6.1-sol-with-tools'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openai\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'gpt-6.1-sol'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">  // Prices change. Check https://developers.openai.com/api/docs/pricing\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">  // Standard rates apply to prompts up to 272K tokens.\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  inputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 2\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  outputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 10\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  providerTools\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'web_search'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'code_interpreter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>OpenAI Provider Tools:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>\u003Ccode>web_search\u003C/code> - Search the web with citations\u003C/li>\n\u003Cli>\u003Ccode>file_search\u003C/code> - Search uploaded files (requires the \u003Ccode>vectorStoreId\u003C/code> variable)\u003C/li>\n\u003Cli>\u003Ccode>code_interpreter\u003C/code> - Execute Python code\u003C/li>\n\u003Cli>\u003Ccode>image_generation\u003C/code> - Generate images with an OpenAI image model\u003C/li>\n\u003C/ul>\n\u003Cp>\u003Cstrong>OpenRouter Provider Tools:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>\u003Ccode>web_search\u003C/code> - Search the web through OpenRouter server tools\u003C/li>\n\u003Cli>\u003Ccode>web_fetch\u003C/code> - Fetch and extract URL content through OpenRouter\u003C/li>\n\u003Cli>\u003Ccode>datetime\u003C/code> - Resolve the current date and time through OpenRouter\u003C/li>\n\u003Cli>\u003Ccode>image_generation\u003C/code> - Generate images through OpenRouter server tools\u003C/li>\n\u003C/ul>\n\u003Cp>Prompts must also select the enabled provider-tool names in their \u003Ccode>tools\u003C/code> arrays.\u003C/p>\n\u003Cp>Provider packages translate these names into their native request format and\nexecute them through the provider API. Standard Agents Builder discovers and selects the\ntools, but does not execute provider tools locally. Completed calls are recorded\nthrough the generic provider-tool log path.\u003C/p>\n\u003Ch2 id=\"fallback-models\">\u003Ca class=\"docs-anchor\" href=\"#fallback-models\" aria-label=\"Link to this section\">\u003C/a>Fallback Models\u003C/h2>\n\u003Cp>Fallback models provide resilience when the primary model is unavailable or fails. The system automatically retries with fallback models for:\u003C/p>\n\u003Cul>\n\u003Cli>Network errors\u003C/li>\n\u003Cli>Rate limits (429)\u003C/li>\n\u003Cli>Server errors (5xx)\u003C/li>\n\u003Cli>Authentication errors (401)\u003C/li>\n\u003C/ul>\n\u003Cp>Fallbacks reference other models you've defined with \u003Ccode>defineModel\u003C/code> by their \u003Ccode>name\u003C/code>:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// agents/models/fallback_cheap.ts\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'fallback-cheap'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'nvidia/nemotron-3-super-120b-a12b'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  inputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 0.1\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  outputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 0.5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// agents/models/primary.ts\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#F97583\"> default\u003C/span>\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\"> defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'primary-model'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\"> openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'nvidia/nemotron-3-ultra-550b-a55b'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  fallbacks\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'fallback-cheap'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  inputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 0.5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  outputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 2.5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Ch3 id=\"retry-sequence\">\u003Ca class=\"docs-anchor\" href=\"#retry-sequence\" aria-label=\"Link to this section\">\u003C/a>Retry Sequence\u003C/h3>\n\u003Cp>Each model gets up to two attempts. Stream timeouts and missing provider credentials skip the same-model retry. A user stop ends the retry chain. Other failures use backoff. A provider's \u003Ccode>retryAfter\u003C/code> hint can extend the delay.\u003C/p>\n\u003Cp>For a failure that permits a same-model retry:\u003C/p>\n\u003Col>\n\u003Cli>\u003Cstrong>Primary model\u003C/strong> (attempt 1) → Failed? Retry...\u003C/li>\n\u003Cli>\u003Cstrong>Primary model\u003C/strong> (attempt 2) → Failed? Try fallback...\u003C/li>\n\u003Cli>\u003Cstrong>Fallback 1\u003C/strong> (attempt 1) → Failed? Retry...\u003C/li>\n\u003Cli>\u003Cstrong>Fallback 1\u003C/strong> (attempt 2) → Failed? Try next fallback...\u003C/li>\n\u003Cli>\u003Cstrong>Fallback 2\u003C/strong> (attempt 1) → Failed? Retry...\u003C/li>\n\u003Cli>\u003Cstrong>Fallback 2\u003C/strong> (attempt 2) → Failed? Throw error\u003C/li>\n\u003C/ol>\n\u003Caside class=\"docs-callout\" data-kind=\"tip\" role=\"note\">\u003Cp>Configure fallbacks for production deployments to ensure high availability. Choose fallback models from different providers to avoid provider-specific outages.\u003C/p>\u003C/aside>\n\u003Ch2 id=\"pricing-configuration\">\u003Ca class=\"docs-anchor\" href=\"#pricing-configuration\" aria-label=\"Link to this section\">\u003C/a>Pricing Configuration\u003C/h2>\n\u003Cp>Configure pricing to track token costs across your application:\u003C/p>\n\u003Cp>The open-weight examples use representative token rates from the maintained model guide.\nCheck the \u003Ca href=\"https://openrouter.ai/api/v1/models\">OpenRouter catalog\u003C/a> before setting an override.\nCache writes and tools can add costs.\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'tool-reasoning'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> openrouter,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'nvidia/nemotron-3-ultra-550b-a55b'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  inputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 0.5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  outputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 2.5\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>Pricing units:\u003C/strong> All prices are in USD per 1 million tokens\u003C/p>\n\u003Ch3 id=\"live-pricing\">\u003Ca class=\"docs-anchor\" href=\"#live-pricing\" aria-label=\"Link to this section\">\u003C/a>Live pricing\u003C/h3>\n\u003Cp>Use the provider's pricing page for current rates: \u003Ca href=\"https://developers.openai.com/api/docs/pricing\">OpenAI\u003C/a>, \u003Ca href=\"https://platform.claude.com/docs/en/about-claude/pricing\">Anthropic\u003C/a>, \u003Ca href=\"https://ai.google.dev/gemini-api/docs/pricing\">Google\u003C/a>, \u003Ca href=\"https://www.cerebras.ai/pricing\">Cerebras\u003C/a>, or \u003Ca href=\"https://developers.cloudflare.com/workers-ai/platform/pricing/\">Cloudflare Workers AI\u003C/a>.\u003C/p>\n\u003Cp>OpenRouter rates come from its \u003Ca href=\"https://openrouter.ai/api/v1/models\">live model catalog\u003C/a>. OpenRouter models fetch those rates at runtime.\u003C/p>\n\u003Cp>For platform requests, check the recent requests in \u003Cstrong>Settings → Billing\u003C/strong>. The request cost includes the router fee.\u003C/p>\n\u003Ch2 id=\"type-safety\">\u003Ca class=\"docs-anchor\" href=\"#type-safety\" aria-label=\"Link to this section\">\u003C/a>Type Safety\u003C/h2>\n\u003Cp>After you define models, Standard Agents populates \u003Ccode>StandardAgentSpec.ModelRegistry\u003C/code>. \u003Ccode>StandardAgentSpec.Models\u003C/code> resolves to its registered names:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// Auto-generated\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">declare\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> global {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">  namespace\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#B392F0\"> StandardAgentSpec\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">    interface\u003C/span>\u003Cspan style=\"--shiki-light:#C18401;--shiki-dark:#B392F0\"> ModelRegistry\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">      'tool-reasoning'\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#F97583\">:\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#79B8FF\"> true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#FFAB70\">      conversational\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#F97583\">:\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#79B8FF\"> true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">      'code-generation'\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#F97583\">:\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#79B8FF\"> true\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">    }\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">  }\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">}\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">export\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> {};\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>This enables type-safe model references in prompts:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\">definePrompt\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'my_prompt'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'tool-reasoning'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,  \u003C/span>\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// TypeScript validates this\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">  // model: 'typo',  // ❌ Error: not a valid model\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">  // ...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Ch2 id=\"common-patterns\">\u003Ca class=\"docs-anchor\" href=\"#common-patterns\" aria-label=\"Link to this section\">\u003C/a>Common Patterns\u003C/h2>\n\u003Ch3 id=\"cost-optimized-chain\">\u003Ca class=\"docs-anchor\" href=\"#cost-optimized-chain\" aria-label=\"Link to this section\">\u003C/a>Cost-Optimized Chain\u003C/h3>\n\u003Cp>Use cheaper models with expensive fallbacks:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'budget-primary'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> openrouter,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'z-ai/glm-4.7-flash'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  fallbacks\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'conversational'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">, \u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'tool-reasoning'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  inputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 0.06\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  outputPrice\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#986801;--shiki-dark:#79B8FF\"> 0.4\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Ch3 id=\"multi-provider-resilience\">\u003Ca class=\"docs-anchor\" href=\"#multi-provider-resilience\" aria-label=\"Link to this section\">\u003C/a>Multi-Provider Resilience\u003C/h3>\n\u003Cp>Fallbacks across providers for maximum uptime:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"typescript\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/spec'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">openrouter\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/openrouter'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">import\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> { \u003C/span>\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">deepinfra\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> } \u003C/span>\u003Cspan style=\"--shiki-light:#A626A4;--shiki-dark:#F97583\">from\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> '@standardagents/deepinfra'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">;\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// Primary model through OpenRouter.\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'resilient-model'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> openrouter,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'google/gemma-4-31b-it'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  fallbacks\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> [\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">'deepinfra-chat'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">],\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\">// The same open-weight model through a separate provider API.\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#4078F2;--shiki-dark:#B392F0\">defineModel\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">({\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  name\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'deepinfra-chat'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  provider\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\"> deepinfra,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">  model\u003C/span>\u003Cspan style=\"--shiki-light:#0184BC;--shiki-dark:#E1E4E8\">:\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\"> 'google/gemma-4-31B-it'\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Ch2 id=\"environment-setup\">\u003Ca class=\"docs-anchor\" href=\"#environment-setup\" aria-label=\"Link to this section\">\u003C/a>Environment Setup\u003C/h2>\n\u003Cp>Configure provider API keys as environment variables.\nUse \u003Ccode>.dev.vars\u003C/code> for local development and your project's environment settings on the Standard Agents platform for a deployed project.\nA project linked to the Standard Agents platform can use \u003Ccode>STANDARD_AGENTS_API_KEY\u003C/code> in place of keys for Standard Agents provider packages.\nA request that uses the platform key costs what the Standard Agents router charged for it, router fee included.\nRequest logs and thread cost totals show that charge in local development and in deployed projects, and include failed and retried attempts the router charged.\nAn amount marked \"~\" is an estimate; the router reports the final charge within about an hour.\nModel prices such as \u003Ccode>inputPrice\u003C/code> apply to requests that use your own provider key.\nA provider from \u003Ccode>defineProvider\u003C/code> needs its own required variables.\u003C/p>\n\u003Cp>A model whose provider has no key fails its run.\nThe thread transcript names the variable to set and where to set it.\nFor other failures the transcript shows the failure class, and the request log holds the full error.\nThe Providers page marks the provider \"Not configured\".\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"bash\">\u003Cfigcaption class=\"docs-code-title\">.dev.vars\u003C/figcaption>\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># Cloudflare Workers AI\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">CLOUDFLARE_API_TOKEN\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">CLOUDFLARE_ACCOUNT_ID\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># Cerebras\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">CEREBRAS_API_KEY\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># DeepInfra\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">DEEPINFRA_API_KEY\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># Google\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">GOOGLE_API_KEY\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># Groq\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">GROQ_API_KEY\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># Novita AI\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">NOVITA_API_KEY\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># Baseten Model APIs\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">BASETEN_API_KEY\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># OpenAI (direct)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">OPENAI_API_KEY\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">sk-...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># Anthropic\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">ANTHROPIC_API_KEY\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">sk-ant-...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># OpenRouter (access to multiple providers)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">OPENROUTER_API_KEY\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">sk-or-...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># xAI\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">XAI_API_KEY\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># User-defined OpenAI-compatible provider\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#E45649;--shiki-dark:#E1E4E8\">DARKBLOOM_API_KEY\u003C/span>\u003Cspan style=\"--shiki-light:#383A42;--shiki-dark:#F97583\">=\u003C/span>\u003Cspan style=\"--shiki-light:#50A14F;--shiki-dark:#9ECBFF\">...\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"--shiki-light:#A0A1A7;--shiki-light-font-style:italic;--shiki-dark:#6A737D;--shiki-dark-font-style:inherit\"># DARKBLOOM_BASE_URL=https://api.darkbloom.dev/v1\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>For a deployed project, configure production provider keys in your project's\nenvironment settings on the Standard Agents platform.\u003C/p>\n\u003Ch2 id=\"file-organization\">\u003Ca class=\"docs-anchor\" href=\"#file-organization\" aria-label=\"Link to this section\">\u003C/a>File Organization\u003C/h2>\n\u003Cp>Models are auto-discovered from the \u003Ccode>agents/models/\u003C/code> directory:\u003C/p>\n\u003Cfigure class=\"docs-code\" data-docs=\"code\" data-lang=\"text\">\u003Cpre class=\"shiki shiki-themes one-light github-dark\" style=\"--shiki-light:#383A42;--shiki-dark:#e1e4e8;--shiki-light-bg:#FAFAFA;--shiki-dark-bg:#24292e\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>agents/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan>└── models/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan>    ├── heavy_thinking.ts   # export default defineModel({...})\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan>    ├── fast_response.ts    # export default defineModel({...})\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan>    └── budget.ts           # export default defineModel({...})\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\u003C/figure>\n\u003Cp>\u003Cstrong>Requirements:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Use snake_case for file names: \u003Ccode>heavy_thinking.ts\u003C/code>, \u003Ccode>fast_response.ts\u003C/code>\u003C/li>\n\u003Cli>One model per file\u003C/li>\n\u003Cli>Default export required\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"next-steps\">\u003Ca class=\"docs-anchor\" href=\"#next-steps\" aria-label=\"Link to this section\">\u003C/a>Next Steps\u003C/h2>\n\u003Cdiv class=\"docs-card-group\" data-cols=\"2\">\u003Ca class=\"docs-card\" href=\"/docs/api-reference/define/model\">\u003Cspan class=\"docs-icon\" data-icon=\"code\">\u003C/span>\u003Cspan class=\"docs-card-title\">Model API Reference\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>Complete defineModel specification\u003C/p>\u003C/div>\u003C/a>\u003Ca class=\"docs-card\" href=\"/docs/providers/baseten\">\u003Cspan class=\"docs-icon\" data-icon=\"server\">\u003C/span>\u003Cspan class=\"docs-card-title\">Baseten Provider\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>Baseten Model APIs\u003C/p>\u003C/div>\u003C/a>\u003Ca class=\"docs-card\" href=\"/docs/providers/cloudflare\">\u003Cspan class=\"docs-icon\" data-icon=\"cloud\">\u003C/span>\u003Cspan class=\"docs-card-title\">Cloudflare Provider\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>Workers AI chat completions\u003C/p>\u003C/div>\u003C/a>\u003Ca class=\"docs-card\" href=\"/docs/providers/cerebras\">\u003Cspan class=\"docs-icon\" data-icon=\"zap\">\u003C/span>\u003Cspan class=\"docs-card-title\">Cerebras Provider\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>OpenAI-compatible chat completions\u003C/p>\u003C/div>\u003C/a>\u003Ca class=\"docs-card\" href=\"/docs/providers/deepinfra\">\u003Cspan class=\"docs-icon\" data-icon=\"server\">\u003C/span>\u003Cspan class=\"docs-card-title\">DeepInfra Provider\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>Live catalog of OpenAI-compatible chat models\u003C/p>\u003C/div>\u003C/a>\u003Ca class=\"docs-card\" href=\"/docs/providers/google\">\u003Cspan class=\"docs-icon\" data-icon=\"sparkles\">\u003C/span>\u003Cspan class=\"docs-card-title\">Google Provider\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>Gemini and Imagen\u003C/p>\u003C/div>\u003C/a>\u003Ca class=\"docs-card\" href=\"/docs/providers/groq\">\u003Cspan class=\"docs-icon\" data-icon=\"rocket\">\u003C/span>\u003Cspan class=\"docs-card-title\">Groq Provider\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>Groq chat completions\u003C/p>\u003C/div>\u003C/a>\u003Ca class=\"docs-card\" href=\"/docs/providers/novita\">\u003Cspan class=\"docs-icon\" data-icon=\"zap\">\u003C/span>\u003Cspan class=\"docs-card-title\">Novita Provider\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>OpenAI-compatible Novita models\u003C/p>\u003C/div>\u003C/a>\u003Ca class=\"docs-card\" href=\"/docs/providers/openai\">\u003Cspan class=\"docs-icon\" data-icon=\"brain\">\u003C/span>\u003Cspan class=\"docs-card-title\">OpenAI Provider\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>OpenAI-specific configuration\u003C/p>\u003C/div>\u003C/a>\u003Ca class=\"docs-card\" href=\"/docs/providers/openrouter\">\u003Cspan class=\"docs-icon\" data-icon=\"route\">\u003C/span>\u003Cspan class=\"docs-card-title\">OpenRouter Provider\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>Multi-provider gateway\u003C/p>\u003C/div>\u003C/a>\u003Ca class=\"docs-card\" href=\"/docs/providers/xai\">\u003Cspan class=\"docs-icon\" data-icon=\"cpu\">\u003C/span>\u003Cspan class=\"docs-card-title\">xAI Provider\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>Grok chat and image models\u003C/p>\u003C/div>\u003C/a>\u003Ca class=\"docs-card\" href=\"/docs/core-concepts/prompts\">\u003Cspan class=\"docs-icon\" data-icon=\"message\">\u003C/span>\u003Cspan class=\"docs-card-title\">Prompts\u003C/span>\u003Cdiv class=\"docs-card-body\">\u003Cp>Learn how to use models in prompts\u003C/p>\u003C/div>\u003C/a>\u003C/div>",[9,13,16,19,22,25,28,32,35,38,41,44,47,50,53,56,59,62,65,68,71,74,77,80,83,86,89,92,95,98,101,104,107,110,113,116,119,122],{"id":10,"text":11,"depth":12},"what-are-models","What are Models?",2,{"id":14,"text":15,"depth":12},"decision-inference","Decision inference",{"id":17,"text":18,"depth":12},"quick-example","Quick Example",{"id":20,"text":21,"depth":12},"example-model-choices","Example model choices",{"id":23,"text":24,"depth":12},"naming-models","Naming Models",{"id":26,"text":27,"depth":12},"model-providers","Model Providers",{"id":29,"text":30,"depth":31},"openai","OpenAI",3,{"id":33,"text":34,"depth":31},"user-defined-providers","User-Defined Providers",{"id":36,"text":37,"depth":31},"anthropic","Anthropic",{"id":39,"text":40,"depth":31},"cerebras","Cerebras",{"id":42,"text":43,"depth":31},"google-gemini-/-imagen","Google Gemini / Imagen",{"id":45,"text":46,"depth":31},"groq","Groq",{"id":48,"text":49,"depth":31},"novita-ai","Novita AI",{"id":51,"text":52,"depth":31},"deepinfra","DeepInfra",{"id":54,"text":55,"depth":31},"cloudflare-workers-ai","Cloudflare Workers AI",{"id":57,"text":58,"depth":31},"openrouter","OpenRouter",{"id":60,"text":61,"depth":31},"xai","xAI",{"id":63,"text":64,"depth":12},"provider-options","Provider Options",{"id":66,"text":67,"depth":31},"openai-provider-options","OpenAI Provider Options",{"id":69,"text":70,"depth":31},"openrouter-provider-options","OpenRouter Provider Options",{"id":72,"text":73,"depth":31},"cerebras-provider-options","Cerebras Provider Options",{"id":75,"text":76,"depth":31},"google-provider-options","Google Provider Options",{"id":78,"text":79,"depth":31},"groq-provider-options","Groq Provider Options",{"id":81,"text":82,"depth":31},"cloudflare-provider-options","Cloudflare Provider Options",{"id":84,"text":85,"depth":31},"xai-provider-options","xAI Provider Options",{"id":87,"text":88,"depth":12},"model-capabilities","Model Capabilities",{"id":90,"text":91,"depth":12},"provider-tools","Provider Tools",{"id":93,"text":94,"depth":12},"fallback-models","Fallback Models",{"id":96,"text":97,"depth":31},"retry-sequence","Retry Sequence",{"id":99,"text":100,"depth":12},"pricing-configuration","Pricing Configuration",{"id":102,"text":103,"depth":31},"live-pricing","Live pricing",{"id":105,"text":106,"depth":12},"type-safety","Type Safety",{"id":108,"text":109,"depth":12},"common-patterns","Common Patterns",{"id":111,"text":112,"depth":31},"cost-optimized-chain","Cost-Optimized Chain",{"id":114,"text":115,"depth":31},"multi-provider-resilience","Multi-Provider Resilience",{"id":117,"text":118,"depth":12},"environment-setup","Environment Setup",{"id":120,"text":121,"depth":12},"file-organization","File Organization",{"id":123,"text":124,"depth":12},"next-steps","Next Steps","core-concepts/models","docs","Core Concepts",{"path":129,"title":130,"navTitle":130},"introduction/architecture","Architecture",{"path":132,"title":133,"navTitle":133},"core-concepts/tools","Tools","/docs/core-concepts/models.md","https://github.com/standardagents/agentbuilder/blob/main/docs/core-concepts/models.mdx",1794580509028]