Benchmark Almanac

GPT-4o Aug 2024

GPT-4o ranks first on Image2Struct.

OpenAI Released 6 Aug 2024
79
Benchmarks with a score
1
Ranked first, out of five or more models
13
In the top three
OpenAI Aug 2024

GPT-4o

Aug 2024 snapshot Closed weights

128.8 #167 of 271
Epoch Capabilities Index
  • GPQA Diamond 49.2% #146 /219
  • FrontierMath 0.34% #65 /70
  • Vals Finance Agent 8.06% #46 /49

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
Chinese SimpleQA 59.7% #2 of 27 Official leaderboard
MMLU 84.3% #13 of 127 Epoch AI
QuALITY 83.1% #1 of 4 Official leaderboard
RewardBench 86.7% #14 of 48 Official leaderboard
MMBench-CN v1.1 79.2% #55 of 178 Official leaderboard
LongBench v2 51.2% #11 of 33 Official leaderboard
MMLU-Pro 74.7% #74 of 212 Official leaderboard
LLM Confabulation Leaderboard 15.3% #22 of 58 Official leaderboard
SEAL Multilingual 1,067 #8 of 19 Official leaderboard
Vectara Hallucination Leaderboard (2025 dataset) 9.60% #55 of 104 Official leaderboard
SuperGPQA 41.6% #33 of 58 Official leaderboard
LMArena (Elo) 1,336 #191 of 333 Official leaderboard
RewardBench 2 64.9% #25 of 42 Official leaderboard
BullshitBench 16.4% #76 of 107 Official leaderboard
SEAL Precise Instruction Following 80.2 #14 of 18 Official leaderboard
SimpleQA Verified 26% #67 of 84 Epoch AI
BullshitBench V2 12% #102 of 122 Official leaderboard
MultiNRC 12.4% #35 of 38 Official leaderboard

Math and science

BenchmarkScoreRankSource
GSM1k 95.7% #2 of 15 Official leaderboard
ZebraLogic 31.7% #10 of 46 Official leaderboard
MATH Level 5 53.3% #47 of 94 Epoch AI
U-MATH 50.2% #16 of 30 Official leaderboard
GPQA Diamond 49.2% #146 of 219 Epoch AI
OTIS Mock AIME 2024-2025 6.39% #166 of 202 Epoch AI
FrontierMath 0.34% #65 of 70 Epoch AI
SimpleBench 17.8% #97 of 100 Official leaderboard
FrontierMath Tiers 1-3 v2 0.35% #88 of 89 Epoch AI

Coding

BenchmarkScoreRankSource
HumanEval+ 87.2% #3 of 46 Official leaderboard
HumanEval-V 27.7% #3 of 24 Official leaderboard
BigCodeBench-Hard 30.8% #17 of 96 Official leaderboard
Aider-Edit 71.4% #9 of 37 Official leaderboard
MBPP+ 72.2% #12 of 35 Official leaderboard
SEAL Coding 1,045 #10 of 26 Official leaderboard
SWE-bench Lite 32% #8 of 15 Official leaderboard
SWE-bench Verified 38.8% #44 of 60 Official leaderboard
Aider Polyglot 23.1% #40 of 54 Epoch AI
LiveCodeBench v6 29.5% #17 of 21 Official leaderboard
MLE-bench 8.63% #10 of 12 Official leaderboard
LiveCodeBench v5 29.5% #18 of 21 Official leaderboard
SWE-bench Multimodal 12.2% #9 of 9 Official leaderboard

Agents and tools

BenchmarkScoreRankSource
VideoGameBench 0.09% #2 of 5 Official leaderboard
ToolComp 59.9% #16 of 32 Official leaderboard
Factorio Learning Environment 87599.0 #3 of 6 Official leaderboard
LLM Chess -134 #83 of 124 Official leaderboard
Step Race 1 #50 of 59 Official leaderboard
Chess Puzzles 6.00% #78 of 83 Epoch AI
MCP-Universe 15.6% #29 of 30 Official leaderboard

Professional work

BenchmarkScoreRankSource
MedXpertQA-MM 42.8% #2 of 9 Official leaderboard
TaxEval v2 74.5% #35 of 129 Official leaderboard
CaseLaw v2 59.7% #25 of 53 Official leaderboard
LegalBench 82.2% #72 of 138 Official leaderboard
MortgageTax 61% #60 of 86 Official leaderboard
Vals Finance Agent v1 19.3% #34 of 47 Official leaderboard
CadEval 26% #12 of 15 Epoch AI
CorpFin v2 45.9% #103 of 119 Official leaderboard
Vals Finance Agent 8.06% #46 of 49 Official leaderboard

Vision, audio and robotics

BenchmarkScoreRankSource
Image2Struct 94.7 #1 of 18 Official leaderboard
A-Bench 79.1% #8 of 116 Official leaderboard
TOMATO 37.7% #2 of 22 Official leaderboard
MMVU 67.4% #3 of 28 Official leaderboard
Video-MME 71.9% #6 of 50 Epoch AI
MME-CoT 64% #2 of 11 Official leaderboard
CCBench (MMBench Chinese Culture) 66.5% #28 of 152 Official leaderboard
MMStar 64.7% #35 of 173 Official leaderboard
MMBench-EN v1.1 81.8% #39 of 178 Official leaderboard
MMBench 82.1% #38 of 155 Official leaderboard
Video-MMMU 61.2% #6 of 23 Official leaderboard
VHELM 59.8 #15 of 41 Official leaderboard
VisualPuzzles 41.3% #13 of 29 Official leaderboard
VideoDR (with search) 43% #3 of 6 Official leaderboard
VISTA 34.9% #40 of 54 Official leaderboard
Vision Arena 1,118 #113 of 136 Official leaderboard
MADQA 48.6% #14 of 16 Official leaderboard

Safety and security

BenchmarkScoreRankSource
AIR-Bench 2024 62.4% #48 of 82 Official leaderboard
FORTRESS 47.2% #49 of 66 Official leaderboard
Human Pathogen Capabilities Test v2 (HPCT v2) 30% #65 of 71 Official leaderboard

Other

BenchmarkScoreRankSource
HELM Lite 92.8 #2 of 71 Official leaderboard
OpenVLM Leaderboard 71.6 #27 of 173 Official leaderboard
LiveBench 55.3% #18 of 48 Epoch AI

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