Every reason call costs credits, and the cost difference between the cheapest
and the most expensive model in the catalog is more than a hundredfold. Most
spaces do not need the expensive one; one or two do.What this recipe shows that no other does: reading the model catalog and
pinning a model per space, so cost follows importance instead of being one
global setting.
catalog = client.list_catalog_models()for m in catalog["data"]: print(f"{m['id']:45} {m['credits_per_1k_input']} in / {m['credits_per_1k_output']} out")
GET /v1/models answers in OpenAI’s list shape, so the entries are under
data — that is deliberate, because a stock OpenAI client’s models.list()
hits this same path.The catalog is generated and checked in, not fetched live, so pricing is
reproducible — a price change arrives as a reviewed release, never as a surprise
on your bill.Aliases exist for the common cases: fast, balanced. Naming an alias means
“whatever we currently think is the sensible default at that tier” — at the
moment you name it. The catalog grows as models are added, so count it from
GET /v1/models rather than from any number on this page.
model and depth are both required, and that is on purpose: this PUT is a
full replace, so a call naming only the model clears the depth. Pass both every
time. To change one, read the pair back with get_reason_settings first.
null means the space is on the deployment default — which is the right answer
for most spaces, and worth confirming before you debug a cost you did not expect.An alias does not read back as an alias. model="fast" is resolved when you set
it and the space stores the model id it resolved to (today something like
us.amazon.nova-lite-v1:0), so get_reason_settings shows the id. That also
means a space set to fast stays on that model when the alias later moves —
re-set it to follow.
Resetting is better than pinning to today’s default by name: a space pinned to
an explicit id keeps that model forever, including after we move the default to
something better and cheaper.
A pinned model is pinned forever. It will not follow the platform default
forward, so a space pinned today is still on today’s model in a year. Reset
rather than re-pin unless you have a reason to freeze it.
Reason settings are owner-only. A read-only member of a shared space
cannot change what it thinks with.
This is reason only. The drop-in proxy’s model is chosen per call or via
chat settings; they are separate knobs.
An unknown model id is a 400, not a fallback. That is deliberate — silently
answering with a different model than you asked for would corrupt any
comparison you were trying to make.
Cut the bill without cutting recall — the other half
of the cost story, which is how much context you send rather than which model
reads it.
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Pin a cheap one to a noisy space and a strong one to the space that matters.","href":"/use-cases/choose-the-model"},"description":{"compiledSource":"\"use strict\";\nconst {jsx: _jsx} = arguments[0];\nconst {useMDXComponents: _provideComponents} = arguments[0];\nfunction _createMdxContent(props) {\n const _components = {\n p: \"p\",\n ..._provideComponents(),\n ...props.components\n };\n return _jsx(_components.p, {\n children: \"A catalog of models, priced per operation. Pin a cheap one to a noisy space and a strong one to the space that matters.\"\n });\n}\nfunction MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);\n}\nreturn {\n default: MDXContent\n};\n","frontmatter":{},"scope":{}},"pageType":"default","mdx":{"mdxSource":{"compiledSource":"\"use strict\";const{Fragment:_Fragment,jsx:_jsx,jsxs:_jsxs}=arguments[0];const{useMDXComponents:_provideComponents}=arguments[0];function _createMdxContent(props){const _components={a:`a`,code:`code`,li:`li`,ol:`ol`,p:`p`,pre:`pre`,span:`span`,strong:`strong`,ul:`ul`,..._provideComponents(),...props.components},{CodeBlock,Heading,Warning}=_components;if(!CodeBlock)_missingMdxReference(`CodeBlock`,true);if(!Heading)_missingMdxReference(`Heading`,true);if(!Warning)_missingMdxReference(`Warning`,true);return _jsxs(_Fragment,{children:[_jsx(_components.p,{children:_jsx(_components.a,{href:`/use-cases/overview`,children:`← All use cases`})}),`\n`,_jsx(`div`,{className:`uc-examples`,children:_jsx(_components.a,{className:`uc-api`,href:`/api-reference/model-selection`,children:`API reference`})}),`\n`,_jsx(Heading,{level:`2`,id:`the-scenario`,children:`The scenario`}),`\n`,_jsxs(_components.p,{children:[`Every `,_jsx(_components.code,{children:`reason`}),` call costs credits, and the cost difference between the cheapest\nand the most expensive model in the catalog is more than a hundredfold. Most\nspaces do not need the expensive one; one or two do.`]}),`\n`,_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`What this recipe shows that no other does:`}),` reading the model catalog and\npinning a model `,_jsx(_components.strong,{children:`per space`}),`, so cost follows importance instead of being one\nglobal setting.`]}),`\n`,_jsx(Heading,{level:`2`,id:`step-1-—-see-what-you-can-actually-use`,children:`Step 1 — See what you can actually use`}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`3`,language:`python`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`python`,children:_jsxs(_components.code,{language:`python`,numberOfLines:`3`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`catalog `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` client.list_catalog_models()`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#C586C0`},children:`for`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` m `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#C586C0`},children:`in`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` catalog[`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"data\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`]:`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#DCDCAA`},children:` print`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`(`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`f`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`{`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`m[`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`'id'`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`]`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`:45}`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:` {`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`m[`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`'credits_per_1k_input'`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`]`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`}`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` in / `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`{`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`m[`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`'credits_per_1k_output'`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`]`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`}`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` out\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`)`})]}),`\n`]})})}),`\n`,_jsxs(_components.p,{children:[_jsx(_components.code,{children:`GET /v1/models`}),` answers in OpenAI’s list shape, so the entries are under\n`,_jsx(_components.code,{children:`data`}),` — that is deliberate, because a stock OpenAI client’s `,_jsx(_components.code,{children:`models.list()`}),`\nhits this same path.`]}),`\n`,_jsx(_components.p,{children:`The catalog is generated and checked in, not fetched live, so pricing is\nreproducible — a price change arrives as a reviewed release, never as a surprise\non your bill.`}),`\n`,_jsxs(_components.p,{children:[`Aliases exist for the common cases: `,_jsx(_components.code,{children:`fast`}),`, `,_jsx(_components.code,{children:`balanced`}),`. Naming an alias means\n“whatever we currently think is the sensible default at that tier” — at the\nmoment you name it. The catalog grows as models are added, so count it from\n`,_jsx(_components.code,{children:`GET /v1/models`}),` rather than from any number on this page.`]}),`\n`,_jsx(Heading,{level:`2`,id:`step-2-—-pin-one-to-a-space`,children:`Step 2 — Pin one to a space`}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`2`,language:`python`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`python`,children:_jsxs(_components.code,{language:`python`,numberOfLines:`2`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`client.set_reason_settings(`}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:`space_id`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"support-logs\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:`model`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"fast\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:`depth`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"fast\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`)`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`client.set_reason_settings(`}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:`space_id`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"board-papers\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:`model`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"balanced\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:`depth`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"thorough\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`)`})]}),`\n`]})})}),`\n`,_jsxs(_components.p,{children:[_jsx(_components.code,{children:`model`}),` and `,_jsx(_components.code,{children:`depth`}),` are both required, and that is on purpose: this PUT is a\nfull replace, so a call naming only the model clears the depth. Pass both every\ntime. To change one, read the pair back with `,_jsx(_components.code,{children:`get_reason_settings`}),` first.`]}),`\n`,_jsx(Heading,{level:`2`,id:`step-3-—-check-what-a-space-is-actually-on`,children:`Step 3 — Check what a space is actually on`}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`1`,language:`python`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`python`,children:_jsxs(_components.code,{language:`python`,numberOfLines:`1`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#DCDCAA`},children:`print`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`(client.get_reason_settings(`}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:`space_id`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"board-papers\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`))`})]}),`\n`]})})}),`\n`,_jsxs(_components.p,{children:[_jsx(_components.code,{children:`null`}),` means the space is on the deployment default — which is the right answer\nfor most spaces, and worth confirming before you debug a cost you did not expect.`]}),`\n`,_jsxs(_components.p,{children:[`An alias does not read back as an alias. `,_jsx(_components.code,{children:`model=\"fast\"`}),` is resolved when you set\nit and the space stores the model id it resolved to (today something like\n`,_jsx(_components.code,{children:`us.amazon.nova-lite-v1:0`}),`), so `,_jsx(_components.code,{children:`get_reason_settings`}),` shows the id. That also\nmeans a space set to `,_jsx(_components.code,{children:`fast`}),` stays on that model when the alias later moves —\nre-set it to follow.`]}),`\n`,_jsx(Heading,{level:`2`,id:`step-4-—-undo-it`,children:`Step 4 — Undo it`}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`1`,language:`python`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`python`,children:_jsxs(_components.code,{language:`python`,numberOfLines:`1`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`client.reset_reason_settings(`}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:`space_id`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"board-papers\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`)`})]}),`\n`]})})}),`\n`,_jsx(_components.p,{children:`Resetting is better than pinning to today’s default by name: a space pinned to\nan explicit id keeps that model forever, including after we move the default to\nsomething better and cheaper.`}),`\n`,_jsx(Heading,{level:`2`,id:`evals`,children:`Evals`}),`\n`,_jsxs(_components.ol,{children:[`\n`,_jsxs(_components.li,{children:[`Ask the same question of one space on `,_jsx(_components.code,{children:`fast`}),` and on `,_jsx(_components.code,{children:`balanced`}),`.`]}),`\n`,_jsx(_components.li,{children:`Compare the answers side by side, not in isolation — the cheap model is often\nindistinguishable on factual recall and noticeably worse on synthesis.`}),`\n`,_jsxs(_components.li,{children:[`Check `,_jsx(_components.code,{children:`get_usage()[\"credits_used\"]`}),` before and after to see the real credit\ndifference.`]}),`\n`,_jsx(_components.li,{children:`Pick per space based on that, not on the model’s reputation.`}),`\n`]}),`\n`,_jsx(Heading,{level:`2`,id:`guardrails`,children:`Guardrails`}),`\n`,_jsx(Warning,{children:_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`A pinned model is pinned forever.`}),` It will not follow the platform default\nforward, so a space pinned today is still on today’s model in a year. Reset\nrather than re-pin unless you have a reason to freeze it.`]})}),`\n`,_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Reason settings are owner-only.`}),` A read-only member of a shared space\ncannot change what it thinks with.`]}),`\n`,_jsxs(_components.li,{children:[_jsxs(_components.strong,{children:[`This is `,_jsx(_components.code,{children:`reason`}),` only.`]}),` The drop-in proxy’s model is chosen per call or via\n`,_jsx(_components.a,{href:`/use-cases/events-not-polling`,children:`chat settings`}),`; they are separate knobs.`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`An unknown model id is a 400, not a fallback.`}),` That is deliberate — silently\nanswering with a different model than you asked for would corrupt any\ncomparison you were trying to make.`]}),`\n`]}),`\n`,_jsx(Heading,{level:`2`,id:`where-to-go-next`,children:`Where to go next`}),`\n`,_jsxs(_components.p,{children:[_jsx(_components.a,{href:`/use-cases/cut-the-bill`,children:`Cut the bill without cutting recall`}),` — the other half\nof the cost story, which is how much context you send rather than which model\nreads it.`]})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"config":{},"pageMetadata":{"title":"Choose the model a space thinks with","description":"A catalog of models, priced per operation. 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