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GPT-5.1-Codex-Max vs GPT Audio Mini

Updated October 21, 2026. No benchmark has tested both models yet. Coding is ranked on the Vibe Coding Index; every other board is shown as published.

GPT-5.1-Codex-MaxOpenAI
Coding
No data
Overall
No data
Output $/M
$10.00
GPT Audio MiniOpenAI
Coding
No data
Overall
No data
Output $/M
$2.40
vs $10.00 vs $2.40 per 1M output tokens. GPT Audio Mini is 4.2x cheaper.

Decision reading

Neither model has a coding score yet, so the two cannot be ranked on coding.

GPT-5.1-Codex-Max has the edge where the context window is larger, 400K against 128K tokens.

No benchmark has tested both yet. GPT-5.1-Codex-Max has results on LiveCodeBench (Vals AI), Vibe Code Bench (Vals AI) and Terminal-Bench; GPT Audio Mini has none yet. Compare them on price and context instead.

Which one for your work

Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.

At a glance

Coding index
GPT-5.1-Codex-Max not benchmarked, GPT Audio Mini not benchmarked.
Widest category
None yet: no category has been tested on both models.
Widest single gap
None yet: no benchmark has tested both models.
Output price
GPT-5.1-Codex-Max $10.00 against GPT Audio Mini $2.40 per million output tokens, 4.2x apart.
Context window
GPT-5.1-Codex-Max takes 400K tokens, GPT Audio Mini 128K.

Benchmark by benchmark

Every board either model has a result on, a category to a fold; bars are each result on a 0 to 100 scale. Only one model is measured on each, so no row names a leader.

CodingDirectional onlySix of these boards feed the Vibe Coding Index4 boards measured
Coding benchmarks for GPT-5.1-Codex-Max and GPT Audio Mini
BenchmarkGPT-5.1-Codex-MaxGPT Audio MiniLeader
LiveCodeBench (Vals AI)83.6%Not measuredOnly GPT-5.1-Codex-Max measured
Vibe Code Bench (Vals AI)22.2%Not measuredOnly GPT-5.1-Codex-Max measured
Terminal-Bench60.4%Not measuredOnly GPT-5.1-Codex-Max measured
ALE-Bench1228.3Not measuredOnly GPT-5.1-Codex-Max measured
Neither model has a result on the other 34 boards here
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
Agentic work benchmarks for GPT-5.1-Codex-Max and GPT Audio Mini
BenchmarkGPT-5.1-Codex-MaxGPT Audio MiniLeader
METR time horizons70.8%Not measuredOnly GPT-5.1-Codex-Max measured
Neither model has a result on the other 38 boards here
MathDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
Math benchmarks for GPT-5.1-Codex-Max and GPT Audio Mini
BenchmarkGPT-5.1-Codex-MaxGPT Audio MiniLeader
ProofBench9.0%Not measuredOnly GPT-5.1-Codex-Max measured
Neither model has a result on the other 12 boards here

What each workload costs

Three fixed token mixes at each model's listed price, so per-token rates become a bill.

Chat turn

1K input + 500 output tokens

GPT-5.1-Codex-Max$0.0063Fits in one request
GPT Audio Mini$0.0018Fits in one request

GPT Audio Mini costs less

Repository review

50K input + 3K output tokens

GPT-5.1-Codex-Max$0.092Fits in one request
GPT Audio Mini$0.037Fits in one request

GPT Audio Mini costs less

Agent loop

200K input + 10K output tokens

GPT-5.1-Codex-Max$0.350Fits in one request
GPT Audio Mini$0.144Exceeds the context window

GPT Audio Mini costs less

Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.

Specification differences

The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.

Specifications of GPT-5.1-Codex-Max and GPT Audio Mini
SpecificationOpenAI GPT-5.1-Codex-MaxOpenAI GPT Audio Mini
MakerOpenAIOpenAI
WeightsNo public weights listedNo public weights listed
ReleasedDecember 4, 2025January 19, 2026
Context window400K128K
Input $/Mtok$1.25$0.60
Output $/Mtok$10.00$2.40
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it10
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is GPT-5.1-Codex-Max better than GPT Audio Mini for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. GPT-5.1-Codex-Max has the edge where the context window is larger, 400K against 128K tokens.

Which is cheaper, GPT-5.1-Codex-Max or GPT Audio Mini?

GPT-5.1-Codex-Max costs $1.25 per million input tokens and $10.00 per million output tokens; GPT Audio Mini costs $0.60 and $2.40. Cost per solved task is known for neither of them.

Which has the bigger context window, GPT-5.1-Codex-Max or GPT Audio Mini?

GPT-5.1-Codex-Max, with 400K tokens against 128K.

Has any benchmark tested both GPT-5.1-Codex-Max and GPT Audio Mini?

No benchmark has tested both yet. GPT-5.1-Codex-Max has results on LiveCodeBench (Vals AI), Vibe Code Bench (Vals AI) and Terminal-Bench; GPT Audio Mini has none yet. Compare them on price and context instead. Data as of October 21, 2026.

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