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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. Its strongest use case is coding, where it ranks in the 67th percentile of the models Model Beat tracks.

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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Strongest atCoding top 33%

Benchmarks

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

43.0
Intelligence Index
Epoch AI
43rd percentile of tracked models
67.0
Coding Index
Epoch AI
67th percentile of tracked models
32.0
Agentic Index
Epoch AI
32nd 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 Exam26.5%

Frontier of human expert knowledge

SimpleQA Verified12.0%

Factual accuracy & hallucination

WeirdML49.2%

Novel ML problem-solving

Coding

1 evals
SciCode46.9%

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

Compare GPT-5.4 Nano with

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 46.9% on SciCode, 26.5% 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 Jul 30, 2026.