Benchmark Almanac

Grok 4

Grok 4 ranks first on 2 of the 115 benchmarks it has scores on.

xAI Released 9 Jul 2025
120
Benchmarks with a score
2
Ranked first, out of five or more models
7
In the top three
xAI Jul 2025

Grok 4

Closed weights

146.3 #80 of 271
Epoch Capabilities Index
  • Terminal-Bench 2.0 27.2% #34 /43
  • Toolathlon 27.5% #34 /50
  • ZeroBench 6.00% #39 /66

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
Fiction.LiveBench 94.4% #3 of 57 Epoch AI
MMLU-Pro 87% #18 of 212 Official leaderboard
SuperGPQA 63% #6 of 58 Official leaderboard
LLM Confabulation Leaderboard 12.4% #9 of 58 Official leaderboard
SimpleQA Verified 51.9% #17 of 56 Official leaderboard
FACTS Parametric 58.6% #14 of 45 Official leaderboard
FACTS Search 75.3% #10 of 31 Official leaderboard
LMArena (Elo) 1,411 #117 of 333 Official leaderboard
WritingBench 74.7 #18 of 45 Official leaderboard
Vectara Hallucination Leaderboard (HHEM) 4.80% #60 of 148 Official leaderboard
Humanity's Last Exam 38.6% #61 of 147 Model card
IndicGenBench 52.0 #7 of 13 Official leaderboard
Lech Mazur Creative Writing 7.69 #24 of 44 Epoch AI
Global MMLU Lite 88.8% #24 of 43 Official leaderboard
SkateBench v2 61.3% #12 of 21 Official leaderboard
EQ-Bench 3 1,154 #47 of 78 Official leaderboard
Phare 62.1% #46 of 62 Official leaderboard
Longform Creative Writing (EQ-Bench) 45.7 #92 of 119 Official leaderboard
FACTS Multimodal 25.7% #32 of 39 Official leaderboard
FACTS Benchmark Suite 25.7% #38 of 40 Official leaderboard

Math and science

BenchmarkScoreRankSource
AIME 2025 98.8% #12 of 143 Model card
PHYBench 42.3% #3 of 28 Official leaderboard
HiPhO 64.4% #7 of 35 Official leaderboard
GPQA Diamond 87% #63 of 219 Epoch AI
HMMT 2025 93.9% #15 of 49 Model card
BRUMO 2025 95% #13 of 42 Official leaderboard
CMIMC 2025 85% #12 of 33 Official leaderboard
SimpleBench 60.5% #37 of 100 Official leaderboard
OTIS Mock AIME 2024-2025 84% #82 of 202 Epoch AI
SMT 2025 85.8% #17 of 40 Official leaderboard
FrontierMath 19.7% #31 of 70 Epoch AI
ARC-AGI 79.6% #46 of 92 Official leaderboard
ARC-AGI-2 29.4% #48 of 95 Official leaderboard
ATLAS (OpenCompass) 34.1% #3 of 5 Official leaderboard
MathArena (Apex, IMO, USAMO) 2.08% #29 of 47 Official leaderboard
IMProofBench 11.1% #7 of 10 Official leaderboard
FrontierMath Tier 4 2.08% #40 of 55 Epoch AI
HMMT Nov 2025 88.3% #16 of 22 Official leaderboard
ForecastBench 64.8 #71 of 86 Official leaderboard
IMO 2025 11.9% #5 of 6 Official leaderboard
xbench-ScienceQA 65% #28 of 29 Official leaderboard
USAMO 2025 37.5% #2 of 2 Model card

Coding

BenchmarkScoreRankSource
Aider Polyglot 79.6% #5 of 54 Epoch AI
AutoCodeBench 50.9% #4 of 34 Official leaderboard
METR Time Horizon 105 min #6 of 31 Official leaderboard
LiveCodeBench 79.3% #16 of 73 Model card
IOI (Vals) 26.2% #17 of 55 Official leaderboard
WeirdML 45.7% #59 of 112 Official leaderboard
FrontierCS 24.0 #11 of 14 Official leaderboard
OTelBench 4.35% #13 of 14 Official leaderboard

Agents and tools

BenchmarkScoreRankSource
BFCL V4 63% #8 of 65 Official leaderboard
Game Arena Poker 16.3 #5 of 31 Official leaderboard
MCP-Universe 33.3% #5 of 30 Official leaderboard
Elimination Game 5 #12 of 56 Official leaderboard
LisanBench 4042.2 #29 of 133 Official leaderboard
Step Race 3 #13 of 59 Official leaderboard
MCPMark 31.7% #7 of 28 Official leaderboard
CompileBench 86.7% #5 of 20 Official leaderboard
BALROG 43.6% #9 of 35 Official leaderboard
BalatroBench 9.47 #6 of 16 Official leaderboard
Game Arena Chess Openings 739 #5 of 11 Official leaderboard
DeepResearch Bench 47.3% #11 of 24 Epoch AI
Galileo Agent Leaderboard v2 42% #11 of 21 Official leaderboard
Game Arena Chess 755 #21 of 39 Official leaderboard
Meta Agents Research Environments (ARE) / Gaia2 15.7% #7 of 13 Official leaderboard
Terminal-Bench 27.2% #10 of 18 Epoch AI
Game Arena Five in a Row 442 #12 of 20 Official leaderboard
Game Arena Four in a Row 265 #25 of 38 Official leaderboard
Toolathlon 27.5% #34 of 50 Official leaderboard
Terminal-Bench 2.0 27.2% #34 of 43 Official leaderboard
Kaggle Game Arena 181 #31 of 39 Official leaderboard
Game Arena Word Association 0 #36 of 36 Official leaderboard
LMArena Search Arena 1,123 #35 of 35 Official leaderboard
Game Arena Werewolf -6 #8 of 8 Official leaderboard

Professional work

BenchmarkScoreRankSource
Vending-Bench $4,694 #1 of 9 Official leaderboard
CaseLaw v2 65.8% #9 of 53 Official leaderboard
CorpFin v2 66% #24 of 119 Official leaderboard
Vals Finance Agent v1 40.3% #18 of 47 Official leaderboard
Vals Finance Agent 53.5% #19 of 49 Official leaderboard
LegalBench 83.2% #57 of 138 Official leaderboard
ProfBench 45.1% #43 of 72 Official leaderboard
MedScribe 78.2% #61 of 98 Official leaderboard
MedCode 38.1% #67 of 96 Official leaderboard
prinzbench 23.0 #20 of 26 Official leaderboard
TaxEval v2 65.1% #106 of 129 Official leaderboard
MortgageTax 44.5% #78 of 86 Official leaderboard
GDPval 21.1% #10 of 11 Epoch AI

Vision, audio and robotics

BenchmarkScoreRankSource
OCRBench v2 45% #28 of 65 Official leaderboard
Blueprint-Bench 0.39 #4 of 8 Official leaderboard
ZeroBench 6.00% #39 of 66 Official leaderboard
Vision Arena 1,184 #89 of 136 Official leaderboard
BabyVision 16.2% #23 of 27 Official leaderboard
Math Kangaroo 2025 (MathArena) 70% #19 of 22 Official leaderboard
GeoBench 45% #44 of 48 Official leaderboard

Safety and security

BenchmarkScoreRankSource
General refusals (xAI) 0% #1 of 7 Model card
Virology Capabilities Test (VCT) 60% #5 of 28 Model card
BioLP-bench 47% #2 of 9 Model card
BaxBench 43.6% #8 of 34 Official leaderboard
Refusals + User Jailbreak (xAI) 0% #1 of 4 Model card
Cybench 43% #7 of 24 Official leaderboard
SycophancyEval (answer sycophancy) 7.00% #1 of 3 Model card
AgentDojo 2.00% #3 of 7 Model card
Soft Bias (Internal) 0.36 #1 of 2 Model card
Human Pathogen Capabilities Test v2 (HPCT v2) 49.7% #44 of 71 Official leaderboard
AgentHarm 14% #4 of 6 Model card
PCT (Polarized Contrastive Pairs) 49.5% #32 of 46 Official leaderboard
Refusals + System Jailbreak (xAI) 1.00% #3 of 4 Model card
MakeMeSay 12% #7 of 9 Model card
AIR-Bench 2024 44.4% #70 of 82 Official leaderboard
MASK 43% #18 of 21 Model card
BinaryAudit 8.77% #18 of 20 Official leaderboard
Anthropic Red Team 95.7% #68 of 75 Official leaderboard
HELM Safety 83.6 #68 of 75 Official leaderboard
SimpleSafetyTests 92.2% #69 of 75 Official leaderboard
KORA 14.8% #39 of 42 Official leaderboard

Other

BenchmarkScoreRankSource
HELM Capabilities 78.5 #7 of 60 Official leaderboard
CAIS Text Capabilities Index 26.2 #41 of 66 Official leaderboard
CAIS Risk Index 59.3 #48 of 65 Official leaderboard
CAIS Vision Capabilities Index 42.5 #40 of 53 Official leaderboard
SAGE (Vals) 25.1% #79 of 81 Official leaderboard

xAI's models over time

xAI'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 Grok 4.7 Grok 4.20 Grok 4 Fast Grok 3 Grok-2 50 75 100 125 150 175 2023 2024 2025 2026 2027 Grok 4.7 Grok 4 Fast

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. 13 of them aren't in the launch post.