Benchmark Almanac

GPT-5.4 Pro

GPT-5.4 Pro places in the top three on 8 benchmarks.

OpenAI Released 5 Mar 2026
31
Benchmarks with a score
0
Ranked first, out of five or more models
8
In the top three
OpenAI Mar 2026

GPT-5.4 Pro

Closed weights

159.8 #16 of 271
Epoch Capabilities Index
  • Humanity's Last Exam 44.3% #6 /47
  • MultiChallenge 69.2% #9 /35
  • CritPt 30% #10 /160

Where it ranks

Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.

Knowledge and language

BenchmarkScoreRankSource
MultiNRC 62.3% #4 of 38 Official leaderboard
Humanity's Last Exam 44.3% #6 of 47 Official leaderboard
SkateBench v2 78.5% #3 of 21 Official leaderboard
MultiChallenge 69.2% #9 of 35 Official leaderboard
Vectara Hallucination Leaderboard (2025 dataset) 8.30% #42 of 104 Official leaderboard
SimpleQA Verified 46.3% #38 of 84 Epoch AI

Math and science

BenchmarkScoreRankSource
GPQA Diamond 94.6% #7 of 219 Epoch AI
FrontierMath 50% #3 of 70 Epoch AI
FrontierMath Tier 4 37.5% #3 of 55 Epoch AI
CritPt 30% #10 of 160 Epoch AI
MathArena (Apex, IMO, USAMO) 69.8% #3 of 47 Official leaderboard
SimpleBench 74.1% #9 of 82 Epoch AI
FrontierMath Tiers 1-3 v2 82.5% #15 of 89 Epoch AI
ARC-AGI-2 83.3% #17 of 95 Official leaderboard
ARC-AGI 94.5% #19 of 92 Official leaderboard
FrontierMath Tier 4 v2 58.5% #18 of 71 Epoch AI
FrontierScience-Research 36.7% #1 of 3 Model card
xbench-ScienceQA 72.2% #11 of 29 Official leaderboard

Coding

BenchmarkScoreRankSource
WeirdML 57.4% #35 of 130 Epoch AI

Agents and tools

BenchmarkScoreRankSource
Chess Puzzles 59% #9 of 83 Epoch AI
BrowseComp 89.3% #10 of 77 Model card
PinchBench 12% #47 of 48 Official leaderboard

Professional work

BenchmarkScoreRankSource
prinzbench 79.0 #3 of 26 Official leaderboard
TaxCalcBench 62.8% #2 of 17 Official leaderboard
Vals Finance Agent 61.5% #3 of 8 Model card
GDPval 82% #5 of 10 Model card
Investment Banking Modeling Tasks (OpenAI) 83.6% #2 of 4 Model card

Vision, audio and robotics

BenchmarkScoreRankSource
VISTA 53.9% #3 of 54 Official leaderboard
EnigmaEval 23.8% #5 of 41 Epoch AI

Safety and security

BenchmarkScoreRankSource
FORTRESS 14.8% #13 of 66 Official leaderboard
Human Pathogen Capabilities Test v2 (HPCT v2) 63.9% #20 of 71 Official leaderboard

OpenAI's models over time

OpenAI's models in color, against every other model on the Epoch Capabilities Index, by release date.

50 75 100 125 150 175 2023 2024 2025 2026 2027 GPT-6.1 Terra GPT-6 Luna GPT-5.5 Instant GPT-5.4 Mini GPT-5.2 Pro GPT-5 GPT-5 nano 50 75 100 125 150 175 2023 2024 2025 2026 2027 GPT-6.1 Terra GPT-6 Luna

Its launch post

The benchmarks the lab chose to headline, with the scores it gave.