Models / OpenAI/ GPT-5.1-Codex-Mini

GPT-5.1-Codex-Mini

OpenAI · released Nov 13, 2025

Input: text and images. Output: text.InputOutput
Type
Closed
Input
None held
Output
None held
Cached
None held

We don't hold a list price for this model yet · hosted only — we have no record of published weights

Our take

Written Sep 2, 2026

GPT-5.1-Codex-Mini is a compact coding specialist from OpenAI that accepts both text and images to generate code, with a 400,000-token request limit that fits large codebases. It scores well on human-judged web-app building tasks, though its output rate is steep relative to its input.

Who should pick it

Pick this for long-context coding workflows where the 400,000-token limit fits large codebases, or for turning UI mockups and diagrams into working code. Use it when web-app building quality matters and you have measured scores to trust. Skip it if you need cheaper output rates, verified speed on every provider you use, or any benchmark beyond web development.

The case for it

  • 400,000-token request limit among the longest we hold for a coding model.
  • Multimodal input: accepts images alongside text for code generation tasks.
  • Arena Code (WebDev) score 1243.44 from human votes, evaluated September 2026.

The case against it

  • Output rate is eight times the input rate on every tracked provider, with no cheaper tier.
  • Throughput unverified on one of two providers; only Azure is measured at 58.5 tokens per second.
  • Parameter count undisclosed, so efficiency claims cannot be checked.
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How good is it?

EverydayGeneral questions and everyday reasoning

not measured

Not yet scored on Arena Text (overall).

CodingWriting and fixing code on its own

Scored, not ratedArena Code (WebDev) · 88th of 95 · 1244

Not yet scored on Arena Coding. It is on Arena Code (WebDev), in 88th of 95 with 1244.

AgenticPlanning, calling tools, staying on task

not measured

Not yet scored on Arena Agent.

WritingDrafting and rewriting prose

not measured

Not yet scored on Arena Creative Writing.

Every published score for this model1 scoreEvery figure we hold, from 1 board, with who ran it and a link to the source — including the boards no rating above is built on.
1244source ↗
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Where to rent it

Prices checked 4 hours ago — each listing carries its own date.

Cheapest published offer

Microsoft Azure AI, through OpenRouter

Cheapest of 2 live listings.

per 1M tokens
$0.25 in / $2.00 out
Context served
400K
Throughput
~61 tok/s
Current provider offers with price, context and prompt-privacy answers
ProviderIn / out per 1M tokensContextThroughputTrains on promptsLogs promptsZero retention
OpenRouterOpenRouter's own listing$0.25 / $2.00checked 4 hours ago400Knot measuredUnknownUnknownUnknown
Microsoft Azure AIThrough OpenRouter$0.25 / $2.00checked 4 hours ago400K128K max reply61 tok/sNoNoConfirmed

Across the 2 listings we hold: 1 says it does not train on prompts, 0 say they do and 1 does not say. 1 appears in the zero-retention registry we check; the rest are unknown to us.

What each host's API supports

From the parameter list each endpoint publishes. Streaming is omitted: nothing we hold reports it, for any model.

API features per host
ProviderTool callingJSON outputStrict schema
OpenRouterOpenRouter's own listing✓✓✓
Microsoft Azure AIThrough OpenRouter✓✓✓

Tool calling: 2 of 2 listings say yes. JSON output: 2 of 2 listings say yes. Strict schema: 2 of 2 listings say yes.

02

When we formed this view

Recent changes

Sep 25, 2026BenchmarkScored 1244 on Arena Code (WebDev)
What movedleaderboard
Jul 26, 2026ListedListed on LLMap
What movedfirst indexed by our pipeline
Nov 13, 2025AnnouncedGPT-5.1-Codex-Mini announced by OpenAI

Each date is the day we first saw the change, or the day the maker announced it.

What we do not know about this model yet

  • Nothing we hold says whether an endpoint streams, so we do not show it either way.
  • 1 of 2 listings does not say whether it trains on prompts.
  • We don't hold a list price for this model yet — the gap is ours, not the lab's.
  • We hold no batch or off-peak rate for any of its listings.
03

Licence and identifiers

What the licence allowsWe hold no licence record for this model. Inside are the identifiers you need to pull it — its Hugging Face repo where we have one, our slug and a machine-readable card.

Licence

We hold no licence record for this model, and no record of published weights either — so we can neither summarise its terms nor point you at the weights.

Identifiers

Takes in, gives back
Text and images in, text out
Catalogue slug
openai-gpt-5-1-codex-mini

Machine-readable model card (omc.json) →

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