Benchmark Almanac

GPT-5 nano

GPT-5 nano ranks first on HELM Safety.

OpenAI Released August 7th, 2025 Compare with others
118
Benchmarks with a score
1
Ranked first, out of five or more models
5
In the top three
OpenAI Aug 2025

GPT-5 nano

Closed weights

139.1 #128 of 256
Epoch Capabilities Index
Self-Reported Index 133.4 #245 of 404
  • MMMU-Pro 62.6% #64 /90
  • Terminal-Bench 2.0 21.8% #39 /43
  • ZeroBench 3.00% #60 /76

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
IFEval 93.2% #4 of 60 Official leaderboard
COLLIE 96.9% #3 of 12 Lab model card
SimpleQA Hallucination Rate 31% #3 of 12 Lab model card
MMBench-CN v1.1 79.6% #48 of 178 Official leaderboard
Slop Score 34.1 #6 of 17 Official leaderboard
Phare 69.5% #22 of 62 Official leaderboard
SuperGPQA 48.9% #24 of 59 Official leaderboard
Wer wird Millionär? LLM Benchmark 13156.0 #32 of 77 Official leaderboard
SnorkelSpatial 26.7% #12 of 27 Official leaderboard
Internal API instruction following (OpenAI) 56.1% #2 of 4 Lab model card
LongFact-Concepts 0.90% #2 of 4 Lab model card
LMArena (Elo) 1,338 #190 of 335 Official leaderboard
LongFact 1.00% #3 of 5 Lab model card
Vectara Hallucination Leaderboard (2025 dataset) 10.5% #63 of 104 Official leaderboard
Vectara Hallucination Leaderboard (HHEM) 4.70% #90 of 148 Official leaderboard
MultiChallenge 54.9% #26 of 42 Lab model card
GraphWalks 64% #19 of 27 Lab model card
LongFact-Objects 3.10% #3 of 4 Lab model card
SimpleQA 11% #48 of 60 Lab model card
OpenAI MRCR 43.2% #8 of 10 Lab model card
Fiction.LiveBench 44.4% #49 of 57 Fiction.live leaderboard, via Epoch AI
Humanity's Last Exam 8.70% #144 of 154 Lab model card
Creative Writing v3 45.9 #114 of 120 Official leaderboard
SimpleQA Verified 11.7% #90 of 94 Epoch AI run
Longform Creative Writing (EQ-Bench) 28.0 #115 of 119 Official leaderboard
BrowseComp Long Context 128k 80.4% #3 of 3 Lab model card
FActScore 7.30% #3 of 3 Lab model card

Math and science

BenchmarkScoreRankSource
SnorkelSequences 72% #3 of 25 Official leaderboard
MATH Level 5 95.2% #12 of 94 Epoch AI run
GPQA Main 67.9% #13 of 60 Official leaderboard
ChemBench 63.4% #8 of 24 Official leaderboard
MATH-500 93.8% #16 of 38 Official leaderboard
OTIS Mock AIME 2024-2025 81.1% #96 of 212 Epoch AI run
CMT-Benchmark 14% #5 of 11 Official leaderboard
SnorkelGraph 62.5% #11 of 24 Official leaderboard
SMT 2025 85.4% #19 of 40 Official leaderboard
AIME 2025 85.2% #72 of 143 Lab model card
GPQA Diamond 69.4% #120 of 229 Epoch AI run
FrontierMath 8.28% #34 of 55 Official leaderboard
CMIMC 2025 74.4% #22 of 33 Official leaderboard
ProofBench 12% #41 of 59 Official leaderboard
DTBench 62.7% #133 of 180 Official leaderboard
HMMT 2025 75.6% #41 of 54 Lab model card
FrontierMath Tier 4 2.08% #42 of 55 Epoch AI run
ARC-AGI-2 2.61% #76 of 98 Official leaderboard
ARC-AGI 20.7% #81 of 95 Official leaderboard
SciArena 903 #29 of 34 Official leaderboard
HMMT Nov 2025 81.7% #19 of 22 Official leaderboard
FrontierMath Tiers 1-3 v2 20% #75 of 86 Official leaderboard
BRUMO 2025 80.8% #37 of 42 Official leaderboard
FrontierMath Tier 4 v2 2.44% #62 of 68 Official leaderboard
ForecastBench 0.17 #75 of 82 Official leaderboard
MaCBench 68.8% #2 of 2 Official leaderboard

Coding

BenchmarkScoreRankSource
Aider Polyglot 48.4% #22 of 30 Lab model card
WeirdML 38.1% #86 of 112 Official leaderboard
SWE-bench Verified 34.8% #48 of 60 Official leaderboard
ALE-Bench 1,016 #105 of 126 Official leaderboard

Agents and tools

BenchmarkScoreRankSource
SnakeBench 28 #54 of 188 Official leaderboard
LLM Chess 683 #37 of 123 Official leaderboard
BFCL V4 51.5% #20 of 65 Official leaderboard
LisanBench 1217.7 #52 of 133 Official leaderboard
AdaPlanBench 42.4% #4 of 10 Official leaderboard
LLM-WikiRace 4.00% #11 of 21 Official leaderboard
Chess Puzzles 22% #62 of 93 Epoch AI run
SnorkelWordle 79% #13 of 19 Official leaderboard
Terminal-Bench 21.8% #14 of 18 tbench.ai, via Epoch AI
Mystery Game Puzzles 9.00% #72 of 84 Epoch AI run
MCPMark 6.30% #25 of 28 Official leaderboard
Terminal-Bench 2.0 21.8% #39 of 43 Official leaderboard
PinchBench 41.5% #44 of 48 Official leaderboard
tau2-bench 46.3% #74 of 79 Lab model card

Professional work

BenchmarkScoreRankSource
SnorkelUnderwrite 47% #17 of 27 Official leaderboard
TaxEval v2 67.4% #99 of 129 Official leaderboard
MedScribe 72.9% #77 of 97 Official leaderboard
CaseLaw v2 52.6% #43 of 53 Official leaderboard
FinQA (Snorkel OpenEnv environment) 50% #18 of 22 Official leaderboard
SnorkelFinance 50% #18 of 22 Official leaderboard
MortgageTax 53.6% #73 of 87 Official leaderboard
LEXam 27.3% #26 of 30 Official leaderboard
MedCode 30.4% #89 of 96 Official leaderboard
ProfBench 36.9% #68 of 72 Official leaderboard
Finance Reasoning (Snorkel) 26.6% #20 of 21 Official leaderboard
LegalBench 50.1% #136 of 138 Official leaderboard

Vision, audio and robotics

BenchmarkScoreRankSource
MMStar 68.3% #22 of 173 Official leaderboard
MM-Vet 67.4% #28 of 164 Official leaderboard
MMBench-EN v1.1 78.9% #64 of 178 Official leaderboard
MMMU 75.6% #39 of 103 Lab model card
MMMU-Pro 62.6% #64 of 90 Lab model card
MADQA 58.2% #13 of 18 Official leaderboard
Vision Arena 1,147 #100 of 136 Official leaderboard
VPCT 37.2% #20 of 27 VPCT leaderboard, via Epoch AI
ERQA 50.1% #27 of 36 Lab model card
ZeroBench 3.00% #60 of 76 Official leaderboard
CharXiv 62.7% #62 of 75 Lab model card
Video-MMMU 66.8% #31 of 36 Lab model card
RoboRewardBench 1.30 #20 of 22 Official leaderboard
Video-MME 65.7% #47 of 51 Lab model card
ClockBench 3.90% #36 of 37 Official leaderboard
MineBench 563 #75 of 75 Official leaderboard
vCX Benchmark 56.4% #42 of 42 Official leaderboard

Safety and security

BenchmarkScoreRankSource
HELM Safety 98.6 #1 of 75 Official leaderboard
AIR-Bench 2024 87.8% #6 of 82 Official leaderboard
Anthropic Red Team 99.5% #17 of 75 Official leaderboard
SimpleSafetyTests 100% #21 of 75 Official leaderboard
KORA 48.4% #20 of 42 Official leaderboard
Human Pathogen Capabilities Test 45.4% #59 of 86 Official leaderboard
World-Class Bio 33.6% #56 of 74 Official leaderboard
Molecular Biology Capabilities Test 41% #73 of 90 Official leaderboard
nocot-bench (NCRI) 31.0 #182 of 185 Official leaderboard

Other

BenchmarkScoreRankSource
OpenVLM Leaderboard 72.2 #23 of 173 Official leaderboard
HELM Capabilities 74.8 #13 of 60 Official leaderboard
ACCoRD 58.8 #94 of 152 Official leaderboard
CAIS Risk Index 55.6 #43 of 67 Official leaderboard
Conceptual Reasoning Index 24.1 #130 of 151 Official leaderboard
LMCA 7.93% #137 of 147 Official leaderboard
SAGE (Vals) 30.4% #76 of 81 Official leaderboard
CAIS Vision Capabilities Index 34.3 #51 of 53 Official leaderboard
CAIS Text Capabilities Index 6.60 #68 of 68 Official leaderboard

Its lab's numbers put it at 133.4, 5.7 points below its ECI

The Self-Reported Index fits one score to the 18 capability results OpenAI reported for this model, on the scale of the Epoch Capabilities Index. Labs choose which benchmarks to show and how to run them, so read it as the lab's claim, not an independent measurement. The 90% interval runs from 130.8 to 136.0. How we compute it.

Its lab's numbers next to 5 leaderboards

Where the benchmark's own leaderboard, or Epoch AI's run, also has this model. Gaps mostly come from different harnesses, effort levels and task subsets. Every pair.

Benchmark Lab says Board says Gap What differs
SWE-bench Verified 54.7% SWE-bench Verified (477 of 500 tasks) 34.8% Leaderboard, medium, mini-SWE-agent +20 pts The lab evaluates 477 tasks, while the board reports a mini-SWE-agent run at medium reasoning effort.
GPQA Diamond 71.2% GPQA diamond (no tools) 69.4% Epoch AI run, high +1.8 pts
HMMT 2025 75.6% HMMT 2025 (no tools) 74.2% Leaderboard, high +1.4 pts
FrontierMath 9.60% FrontierMath (with python tool only) 8.28% Leaderboard, high; task version 1.0.1, Epoch +1.3 pts
AIME 2025 85.2% AIME '25 (no tools) 85% Leaderboard, high +0.2 pts

OpenAI's models over time

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

50 100 150 2023 2024 2025 2026 2027 GPT-6.1 Terra GPT-6 Luna GPT-5.4 Mini GPT-5.2 Pro GPT-5 GPT-5 nano GPT-4.1 nano 50 100 150 2023 2024 2025 2026 2027 GPT-6.1 Terra GPT-6 Luna

Source: Epoch Capabilities Index, Epoch AI (CC BY 4.0)

Its launch post

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

Its system card

Every result in the longer documents the lab published with it. 8 of them aren't in the launch post.