Models / OpenAI/ GPT-5 Mini

GPT-5 Mini

OpenAI · released Aug 7, 2025

Input: text, images and documents. Output: text.InputOutput
Type
Closed
Input
$0.25
Output
$2.00
Cached
$0.025

List price · per 1M tokens · OpenAI at 272K context · machine-readable source ↗

Our take

Written Sep 17, 2026

GPT-5 Mini is a hosted-only model from OpenAI: we list no download for it, so using it means choosing a host. Its quality is measured by human preference votes and one coding score inside a specific harness, so treat it as a candidate to trial on work you can check yourself.

Who should pick it

Use it for hosted chat, document and image work where you want a strong preference-rated model and can pick among the listed hosts. It takes text, images and files, and its request capacity is large enough that long documents need not be split up first. Skip it if you need to download and run the model yourself, if you need measured coding fixes in an existing codebase without review, or if you need disclosed licence terms before you build on it.

The case for it

  • Rated on Arena leaderboards for coding, creative writing, hard prompts, instruction following, maths and overall text, so it is a reasonable first trial for mixed prompt work.
  • Resolves 56.2% of real GitHub issues end-to-end on SWE-bench Verified, measured inside the mini-SWE-agent harness, so the figure is for the model in that harness rather than the model alone.
  • Request capacity is large enough that long documents need not be split up first, though reliable recall across all of it is unverified in our data.
  • Accepts text, images and files, so a screenshot or a document does not have to be described in words first.

The case against it

  • We list no download for it, so using it means choosing a host rather than running it yourself.
  • No licence is supplied, so what you may do with the model is unverified in our data.
  • Arena scores are human pairwise votes rather than correctness measures, and the only coding score is harness-bound, so nothing here measures reasoning or maths correctness directly.
00

How good is it?

EverydayGeneral questions and everyday reasoning

2.5 of 5

Arena Text (overall)106th of 168 · 1390

Arena Hard Prompts 108th of 168Arena Maths 91st of 163

CodingWriting and fixing code on its own

2.5 of 5

Arena Coding109th of 168 · 1431

Arena Coding is the only board that has scored it for this.

AgenticPlanning, calling tools, staying on task

Scored, not ratedSWE-bench Verified · 25th of 42 · 56.2

Not yet scored on Arena Agent. It is on SWE-bench Verified, in 25th of 42 with 56.2.

WritingDrafting and rewriting prose

2 of 5

Arena Creative Writing116th of 168 · 1324

Arena Creative Writing is the only board that has scored it for this.

Other boards it appears on
Arena Instruction Following 107th of 168

These tests check whether a model follows instructions — a precondition for all the work above, but not a measure of how well that work is done.

Every published score for this model7 scoresEvery figure we hold, from 7 boards, with who ran it and a link to the source — including the boards no rating above is built on.
1431source ↗
1324source ↗
1404source ↗
1373source ↗
1405source ↗
1390source ↗
56.2source ↗
01

Where to rent it

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

Cheapest published offer

Microsoft Azure AI, through OpenRouter

Why this differs from the header. The strip above quotes OpenAI's own list price; this is the cheapest live offer, whoever is serving it — a reseller undercutting a lab is ordinary commerce, not an error.

per 1M tokens
$0.25 in / $2.00 out
Context served
400K
Throughput
~98 tok/s
Current provider offers with price, context and prompt-privacy answers
ProviderIn / out per 1M tokensContextThroughputTrains on promptsLogs promptsZero retention
OpenAIflex tierThrough OpenRouter$0.13 / $1.00checked 4 hours ago400K128K max reply90 tok/sNoYesunknown periodUnknown
OpenRouterOpenRouter's own listing$0.25 / $2.00checked 4 hours ago400Knot measuredUnknownUnknownUnknown
Microsoft Azure AIThrough OpenRouter$0.25 / $2.00checked 4 hours ago400K360K max reply98 tok/sNoNoConfirmed
OpenAIDirect$0.25 / $2.00checked 4 hours ago272K128K max reply97 tok/sNoYesunknown periodUnknown
Microsoft Azure AIswedencentralThrough OpenRouter$0.28 / $2.20checked 4 hours ago400K360K max reply50 tok/sNoNoConfirmed

Across the 5 listings we hold: 4 say they do not train on prompts, 0 say they do and 1 does not say. 2 appear 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
OpenAIflexThrough OpenRouter✓✓✓
OpenRouterOpenRouter's own listing✓✓✓
Microsoft Azure AIThrough OpenRouter✓✓✓
OpenAIDirect✓✓✓
Microsoft Azure AIswedencentralThrough OpenRouter✓✓✓

Tool calling: 5 of 5 listings say yes. JSON output: 5 of 5 listings say yes. Strict schema: 5 of 5 listings say yes.

02

Models people weigh against GPT-5 Mini

03

When we formed this view

Recent changes

Sep 25, 2026BenchmarkScored 1431 via High on Arena Coding
What movedleaderboard
Sep 25, 2026BenchmarkScored 1324 via High on Arena Creative Writing
What movedleaderboard
Sep 25, 2026BenchmarkScored 1404 via High on Arena Hard Prompts
What movedleaderboard
Sep 25, 2026BenchmarkScored 1373 via High on Arena Instruction Following
What movedleaderboard
Sep 25, 2026BenchmarkScored 1405 via High on Arena Maths
What movedleaderboard
Sep 25, 2026BenchmarkScored 1390 via High on Arena Text (overall)
What movedleaderboard
Aug 2, 2026ListedListed on LLMap
What movedfirst indexed by our pipeline
Feb 17, 2026BenchmarkScored 56.2 via mini-SWE-agent on SWE-bench Verified
What movedleaderboard
Aug 7, 2025AnnouncedGPT-5 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 5 listings does not say whether it trains on prompts.
  • We hold no batch or off-peak rate for any of its listings.
04

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, images and documents in, text out
Catalogue slug
openai-gpt-5-mini

Machine-readable model card (omc.json) →

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