Benchmark Almanac

Grok 4.7

Grok 4.7 ranks first on 2 of the 156 benchmarks it has scores on.

xAI Released 21 Sep 2026 Family Grok 4.7 The lab's model card
173
Benchmarks with a score
2
Ranked first, out of five or more models
8
In the top three
xAI Sep 2026

Grok 4.7

Closed weights Flagship

154.6 #43 of 271
Epoch Capabilities Index
  • Terminal-Bench 4.0 37.6% #10 /23
  • HealthBench Professional 56.7% #20 /25
  • Harvey LAB (Legal Agent Benchmark) 12.5% #13 /80

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
Longform Creative Writing (EQ-Bench) 83.0 #5 of 119 Official leaderboard
Creative Writing v3 79.8 #13 of 120 Official leaderboard
SimpleQA Verified 59.4% #12 of 56 Official leaderboard
LMArena (Elo) 1,441 #76 of 333 Official leaderboard
Extended NYT Connections 76.8% #44 of 97 Official leaderboard
FACTS Grounding v2 68.6% #8 of 15 Official leaderboard
FACTS Parametric V2 54.3% #12 of 20 Official leaderboard
HLE-Diamond 25% #17 of 18 Official leaderboard

Math and science

BenchmarkScoreRankSource
DTBench 93.3% #17 of 178 Official leaderboard
GPQA Diamond 92.7% #23 of 219 Epoch AI
OTIS Mock AIME 2024-2025 98.1% #29 of 202 Epoch AI
CritPt 18% #36 of 160 Epoch AI
ARC-AGI-2 61.4% #31 of 95 Official leaderboard
LatchBio Capabilities v1.0 47.4% #9 of 27 Official leaderboard
ARC-AGI 90.2% #33 of 92 Official leaderboard
Terminal-Bench-Science 14.3% #8 of 17 Official leaderboard
FrontierPhysics 6.50% #9 of 19 Official leaderboard
ArXivMath 54% #3 of 6 Official leaderboard
ProofBench 26% #47 of 83 Epoch AI
FrontierMath Tiers 1-3 v2 53% #52 of 89 Epoch AI
MysteryMechanism 25.2% #17 of 29 Official leaderboard
BrokenArXiv 38.5% #4 of 6 Official leaderboard
ProofBench v1.1 26% #38 of 51 Official leaderboard
BixBench 88.4% #3 of 4 Model card
FrontierMath Tier 4 v2 17.1% #55 of 71 Epoch AI
CritPt v2 50.6% #9 of 11 Official leaderboard
Human Behavior Bench 75.2 #10 of 11 Official leaderboard
FrontierMath Erdős 0% #14 of 14 Epoch AI

Coding

BenchmarkScoreRankSource
Vibe Code Bench 86.2% #13 of 115 Official leaderboard
WebDev Arena 1,638 #12 of 105 Epoch AI
Code Arena 1,637 #19 of 124 Official leaderboard
FrontierCode 47.6% #11 of 46 Epoch AI
Code Migration 44.8% #19 of 78 Official leaderboard
FrontierCode 2.0 28.6% #8 of 26 Official leaderboard
DeepSWE 71% #16 of 51 Model card
Image-to-WebDev Arena 1,586 #19 of 55 Official leaderboard
OpenDesign Arena 82.9 #7 of 19 Official leaderboard
Code Migration v1.1 53.2% #12 of 29 Official leaderboard
IOI v2 (Vals) 57.7% #19 of 45 Official leaderboard
Next.js Agent Evals 94% #6 of 14 Official leaderboard
SWE-Marathon 46% #5 of 11 Model card
CursorBench 46.3% #9 of 19 Epoch AI
Senior SWE-Bench 27.4% #12 of 23 Official leaderboard
FrontierSWE 29.5% #11 of 21 Epoch AI
SWE-Marathon v1.1 45.6% #9 of 17 Official leaderboard
RSI-Exam 38.4% #10 of 18 Official leaderboard
ViBench 2.0 1.50% #5 of 9 Official leaderboard
WeirdML v3 8.45% #15 of 25 Official leaderboard
Vals RSI Index 0.20 #16 of 25 Official leaderboard
Brokk Power Ranking 5.00 #14 of 19 Official leaderboard
Web Clone Bench 2.80% #7 of 9 Official leaderboard
DeepRSI 685 #6 of 7 Official leaderboard
CursorBench 4.0 46.3% #3 of 3 Model card

Agents and tools

BenchmarkScoreRankSource
Game Arena Ultimate Tic-Tac-Toe 544 #3 of 36 Official leaderboard
Hermes Bench 74.4% #2 of 17 Official leaderboard
Game Arena Nine Men's Morris 908 #6 of 36 Official leaderboard
Game Arena Lines of Action 691 #8 of 36 Official leaderboard
LLM Chess 822 #29 of 124 Official leaderboard
Kaggle Game Arena 335 #13 of 39 Official leaderboard
ARC-AGI-3 10.1% #8 of 24 Official leaderboard
Game Arena Four in a Row 471 #13 of 38 Official leaderboard
Game Arena Clobber 334 #14 of 36 Official leaderboard
Agent Arena 0.02 #21 of 53 Official leaderboard
Game Arena Chess 844 #16 of 39 Official leaderboard
Mystery Game Puzzles 29% #33 of 80 Epoch AI
Game Arena Go 1,007 #15 of 36 Official leaderboard
Game Arena Word Association 274 #15 of 36 Official leaderboard
Chess Puzzles 41% #35 of 83 Epoch AI
Game Arena Coin Game 376 #15 of 35 Official leaderboard
Terminal-Bench 4.0 37.6% #10 of 23 Official leaderboard
Game Arena Dots and Boxes 927 #17 of 37 Official leaderboard
Game Arena Word Art 492 #17 of 35 Official leaderboard
Game Arena Dark Hex 255 #19 of 38 Official leaderboard
WitnessBench 14.8% #6 of 12 Official leaderboard
Game Arena Reversi 471 #19 of 36 Official leaderboard
Game Arena Checkers 879 #24 of 38 Official leaderboard
Game Arena Bargaining 170 #23 of 36 Official leaderboard

Professional work

BenchmarkScoreRankSource
MedScribe 89.4% #7 of 98 Official leaderboard
Vending-Bench 2 $10,537 #9 of 66 Official leaderboard
Ivo-micro1 ContractBench 58.3% #1 of 7 Official leaderboard
Harvey LAB v1.1 (HLAB-Vals-1.1) 18.3% #5 of 33 Official leaderboard
Harvey LAB (Legal Agent Benchmark) 12.5% #13 of 80 Official leaderboard
Legal Research Bench 47.1% #15 of 88 Official leaderboard
Tax Agent Bench 34.2% #14 of 79 Official leaderboard
Vals Legal Index 72.6% #7 of 33 Official leaderboard
MedCode 49.5% #22 of 96 Official leaderboard
EEBench 64% #6 of 26 Official leaderboard
LegalBench 84.4% #34 of 138 Official leaderboard
Vending-Bench Arena $7,930 #8 of 32 Official leaderboard
Excel Modeling Benchmark 67% #20 of 76 Official leaderboard
Vals Finance Index 58.5% #11 of 35 Official leaderboard
PolicyBench 87.6% #16 of 50 Official leaderboard
Excel Modeling Benchmark v1.1 71.5% #12 of 37 Official leaderboard
Short Form Bench $2,578 #3 of 9 Official leaderboard
Immigration Bench 68% #9 of 24 Official leaderboard
Physical-Engineering's Last Exam 0.30 #7 of 18 Official leaderboard
APEX-Agents 54.6% #22 of 56 Epoch AI
Public Benefits Bench 65.6% #21 of 50 Official leaderboard
PRBench 47.6% #19 of 44 Official leaderboard
Vals Finance Agent v2 52.3% #36 of 80 Official leaderboard
Vals Index v2.2 58.6% #15 of 32 Official leaderboard
Legora BAR 102.0 #8 of 17 Official leaderboard
CADGenBench 44.4% #1 of 2 Model card
Parametric CAD Bench 34.8% #6 of 11 Official leaderboard
Vals Finance Agent v2.1 60.6% #21 of 35 Official leaderboard
RCM-Bench-1 88.2% #12 of 20 Official leaderboard
Holdings-IndividualTaxBench 72.3% #8 of 13 Official leaderboard
RealmPathology 73.1% #8 of 13 Official leaderboard
LegalReasonBench 40.4% #5 of 8 Official leaderboard
Thrive Holdings helpdesk ticket resolution benchmark 46.1% #10 of 15 Official leaderboard
AA-Briefcase v1.1 1,657 #4 of 6 Model card
Clipping Bench $384 #14 of 19 Official leaderboard
CAD Arena 0.26 #9 of 12 Official leaderboard
HealthBench Professional 56.7% #20 of 25 Model card
MissionReport 59.5% #8 of 9 Official leaderboard
RWE-bench 0% #10 of 11 Official leaderboard

Vision, audio and robotics

BenchmarkScoreRankSource
Vision Arena 1,250 #46 of 136 Official leaderboard
Blueprint-Bench 2 32.5% #16 of 35 Official leaderboard
GDP.pdf 22.8% #20 of 39 Epoch AI
GeoBench 61% #35 of 48 Official leaderboard
DataCenterBench Tier 1 13.3% #8 of 9 Official leaderboard
Furniture Assembly Benchmark 20.8% #33 of 35 Epoch AI
1H-VideoQA 59.4% #19 of 20 Official leaderboard
Dual-Arm Sim 6.30 #10 of 10 Official leaderboard
Robo-bench 0.21% #7 of 7 Official leaderboard

Safety and security

BenchmarkScoreRankSource
BioSecBench-Refusal 62.4% #1 of 22 Official leaderboard
Virology Capabilities Test (VCT) 63% #3 of 28 Model card
TxBench-Antibody-Discovery 52% #7 of 28 Official leaderboard
CWE-bench 68% #3 of 12 Official leaderboard
VariantBench 45.5% #7 of 27 Official leaderboard
MetagenomicsBench 48.7% #7 of 26 Official leaderboard
BioSecBench-Function 43.3% #9 of 27 Official leaderboard
Standard jailbreaks (xAI) 0.01% #1 of 3 Model card
TxBench-Oligo-Discovery 41.9% #10 of 28 Official leaderboard
BioSecBench-Surveillance 48% #10 of 27 Official leaderboard
OncologyBench 18.7% #14 of 30 Official leaderboard
CyberGym 80.3% #16 of 33 Model card
Human Pathogen Capabilities Test v2 (HPCT v2) 54.1% #35 of 71 Official leaderboard
BioUseBench 91.4% #1 of 2 Model card
Long-horizon jailbreaks (xAI) 0.65% #1 of 2 Model card
CyberBench v1.1 (Vals) 69.5% #22 of 43 Official leaderboard
TxBench-Preclinical-Pharmacology 54.7% #16 of 28 Official leaderboard
SRE-Bench 3.82% #19 of 33 Official leaderboard
Autointent-Bio 100% #2 of 3 Model card
Autointent-Chem 99.9% #2 of 3 Model card
LAB-Bench 76.8% #2 of 3 Model card
xAI sycophancy eval 0.03% #2 of 3 Model card
EpiBench 20.8% #19 of 27 Official leaderboard
SpatialBench-Long 24.4% #20 of 27 Official leaderboard
scBench-Long 11.4% #22 of 27 Official leaderboard
DeepsecBench 10.9 #23 of 28 Official leaderboard
WellnessBench 48% #10 of 12 Official leaderboard
General refusals (xAI) 1.10% #6 of 7 Model card
CheatBench 78% #9 of 10 Official leaderboard
CVE-Bench 36.6% #13 of 14 Model card
DistressBench 52.4% #41 of 42 Official leaderboard
StrongREJECT 2.00% #22 of 22 Model card
MASK 0% #21 of 21 Model card
Child safety (xAI) 0% #3 of 3 Model card
FORTRESS-RN 97.9% #3 of 3 Model card
HackerBench 4.02% #3 of 3 Model card
ProtocolQA Open-Ended (xAI) 70.4% #3 of 3 Model card
Self-harm refusals (xAI) 1.05% #3 of 3 Model card
Biosecurity VCT 41.5% #2 of 2 Model card
CathedralBench 29% #1 of 1 Model card

Other

BenchmarkScoreRankSource
Conceptual Reasoning Index 63.1 #27 of 149 Official leaderboard
ACCoRD 74.0 #28 of 150 Official leaderboard
LMCA 49.4% #28 of 139 Epoch AI
SAGE v1.1 (Vals) 88.7% #7 of 28 Official leaderboard
Hermes Index 39.3 #6 of 17 Official leaderboard
LiveBench 70.1% #11 of 28 Official leaderboard
Vals Science Index 34.8% #15 of 23 Official leaderboard
SAGE (Vals) 40.8% #58 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. 29 of them aren't in the launch post.

Model Card: Grok 4.7 21 Sep 2026

Alignment

Cyber risk