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Models/GPT-5.4 Nano
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openai/gpt-5.4-nano

GPT-5.4 Nano is OpenAI’s proprietary AI model, released Mar 17, 2026. It costs $0.20/M input and $1.25/M output tokens, and handles a 400K-token context window.

GPT-5.4 nano is the most lightweight and cost-efficient variant of the GPT-5.4 family, optimized for speed-critical and high-volume tasks.

Context
400K
Input
$0.20 / 1M
Output
$1.25 / 1M
Released
Mar 17, 2026
Modalities
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Benchmarks

Scores on standardized evaluations. Higher is better — and rank shows where GPT-5.4 Nano lands among all models tracked on Model Beat.

38.0
Intelligence Index
Epoch AI
38th percentile of tracked models
59.0
Coding Index
Epoch AI
59th percentile of tracked models
28.0
Agentic Index
Epoch AI
28th percentile of tracked models

Reasoning

6 evals
ARC-AGI51.5%

Abstract visual reasoning

ARC-AGI-25.7%

Harder abstract reasoning

GPQA Diamond78.5%

Graduate-level scientific reasoning

Humanity's Last Exam28.3%

Frontier of human expert knowledge

SimpleQA Verified11.7%

Factual accuracy & hallucination

WeirdML49.2%

Novel ML problem-solving

Coding

1 evals
SciCode47.2%

Scientific research coding

Math

3 evals
AIME 2024/202587.8%

Olympiad-qualifier math

FrontierMath25.9%

Research-level math problems

FrontierMath Tier 46.3%

Hardest research math

Agentic & Tools

2 evals
APEX16.9%

Multi-step agentic tasks

τ²-bench76.0%

Tool-agent-user reliability

Changelog

1
  • GPT-5.4 Nano: Humanity's Last Exam improved from 26.5% to 28.3% (+7%)benchmark · Aug 6, 2026

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Frequently asked questions

What is GPT-5.4 Nano?

GPT-5.4 nano is the most lightweight and cost-efficient variant of the GPT-5.4 family, optimized for speed-critical and high-volume tasks.

Who created GPT-5.4 Nano?

GPT-5.4 Nano is an AI model developed by OpenAI, part of the GPT family, released Mar 17, 2026.

How much does GPT-5.4 Nano cost?

GPT-5.4 Nano's list price from OpenAI is $0.20 per million input tokens and $1.25 per million output tokens.

What is GPT-5.4 Nano's context window?

GPT-5.4 Nano supports a context window of up to 400K tokens.

How does GPT-5.4 Nano perform on benchmarks?

On standardized evaluations tracked by Epoch AI, GPT-5.4 Nano scores 47.2% on SciCode, 28.3% on Humanity's Last Exam, 6.3% on FrontierMath Tier 4.

Is GPT-5.4 Nano open source?

GPT-5.4 Nano is a proprietary model (API access), available through its provider's API rather than as a downloadable open-weight model.

Benchmark data from Epoch AI (CC BY) and Artificial Analysis; pricing, specs & descriptions from OpenRouter. Data updated Sep 17, 2026.