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OpenAI · API-only (closed weights)

GPT-5.4 Pro

GPT-5.4 Pro is an API-only (closed weights) language model from OpenAI, released March 5, 2026. The context window is 1.1M tokens. On the Epoch Capabilities Index it scores 160.2, rank 19 of 256 rated models. API price: $30 input / $180 output per million tokens.

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Lab
OpenAI
Released
March 5, 2026
Weights
API-only (closed weights)
Parameters
–
Context
1.1M
Price / M tokens
$30 / $180 in / out
Epoch ECI
160.2 #19

Strengths by category

ModelTape's 0–100 fit on Epoch AI benchmark results.

CategoryScoreBased on
Reasoning35.3Chess Puzzles, SimpleBench, Humanity's Last Exam
Math62.6FrontierMath-Tiers-1-3-v2-Private, FrontierMath-Tier-4-v2-Private
Knowledge76.6GPQA diamond, SimpleQA Verified

Benchmark results

Benchmark (Epoch AI)Score
GPQA Diamond96.7%
FrontierMath (Tiers 1–3)86.8%
SimpleBench68.9%
FrontierMath-Tier-4-v2-Private58.5%
Chess Puzzles56.9%
SimpleQA Verified46.3%
Humanity's Last Exam44.3%

Links

Announcement · Epoch AI benchmarks

Models with a similar score

Claude Fable 5 · GPT-6 Sol · GPT-5.6 Sol · GPT-5.5 Pro · Muse Wonder · Kimi K3.1 Pro · GPT-5.6 Terra · Claude Haiku 5.5

More from OpenAI

GPT-6.1 Terra · GPT-6.1 Sol · GPT-6 Sol · GPT-6 Luna · GPT-6 Astra · GPT-5.6 Cyber · Daybreak Red · Daybreak Blue

Data updated Thu, 12 Nov 2026 09:42 UTC. Benchmarks, Capabilities Index and model announcements: Epoch AI, “Capabilities & benchmarking” and “Data on AI models” (CC BY 4.0); category scores are ModelTape's own fit on Epoch's results. Releases and prices: models.dev (MIT). Sizes and quantizations: Hugging Face. “Runs on” figures are estimates from model size, quantization and memory bandwidth (±30–50%).
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