Skip to content
llmwaves

GPT-5.4 Mini

OpenAI · released Mar 17, 2026

ProprietaryReasoningTool useStructured outputVision

GPT-5.4 mini brings the core capabilities of GPT-5.4 to a faster, more efficient model optimized for high-throughput workloads. It supports text and image inputs with strong performance across reasoning, coding,...

Specification

Context window
400K
Max output
128K
Knowledge cutoff
Aug 31, 2025
Parameters
Undisclosed
Licence
Proprietary
Serving providers
2
Moderated
Yes
Uptime
100.0%

Intelligence

40.9

89th percentile

Coding

56.1

Coding Index

Agentic

31.5

Agentic Index

Output speed

104 t/s

Median across providers

Latency

828ms

Time to first token

Cost per task

$0.40

Estimated

Benchmarks

Where the score comes from

The Intelligence Index is a composite. These are the underlying evaluations this model was actually measured on.

Evaluation scores

Percentage correct · higher is better

  • GPQA Diamond
    87.5%
  • τ²-bench (Telecom)
    83.3%
  • IFBench
    73.3%
  • AA-LCR (long context)
    73.0%
  • Terminal-Bench Hard
    52.3%
  • SciCode
    49.9%
  • Humanity's Last Exam
    28.1%

An evaluation missing from this list was not run for this model — it is not a zero.

View as table
EvaluationScore
GPQA Diamond87.5%
τ²-bench (Telecom)83.3%
IFBench73.3%
AA-LCR (long context)73.0%
Terminal-Bench Hard52.3%
SciCode49.9%
Humanity's Last Exam28.1%

Against its peers

Intelligence Index · this model highlighted, nearest peers in grey

Peers are the models sitting closest on the Intelligence Index — the set you would realistically choose between.

View as table
ModelIntelligence
Nex-N2-Pro41.7
Inkling Small41.2
GPT-5.2-Codex41.2
Qwen3.6 Max Preview41.1
GLM 5.141.0
GPT-5.4 Mini40.9
GLM 540.6
Qwen3.6 Plus40.5

Percentile among all indexed models

Intelligence89th
Coding72th
Agentic63th
Terminal work96th

Pricing

What it costs to run

List prices per million tokens, plus what one representative task works out to.

List price

Input / 1M tokens
$0.75
Output / 1M tokens
$4.5
Cached input / 1M
$0.075
Blended 3:1
$1.69

One task, estimated

$0.40

Input tokens
50,000
Output tokens
80,000
Profile
Reasoning

Estimated from list pricing: 50K input tokens plus 80K output tokens for reasoning models (25K for non-reasoning).

Serving providers

Speed and latency figures are medians across these providers, so a widely-served model reports a blend rather than any single endpoint.