Benchmark Almanac

Gemini 3.7 Flash

Gemini 3.7 Flash ranks first on 1H-VideoQA.

Google DeepMind Released 13 Aug 2026 Family Gemini 3.7 The lab's model card
147
Benchmarks with a score
1
Ranked first, out of five or more models
12
In the top three
Google DeepMind Aug 2026

Gemini 3.7 Flash

Closed weights Mid-size

158.2 #21 of 271
Epoch Capabilities Index
  • DeepSWE 65.5% #12 /28
  • Terminal-Bench 4.0 11.2% #23 /23
  • Harvey LAB (Legal Agent Benchmark) 8.75% #25 /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
LMArena (Elo) 1,490 #14 of 333 Official leaderboard
FACTS Multimodal 49.8% #2 of 39 Official leaderboard
MRCR v2 97% #2 of 27 Model card
Extended NYT Connections 94% #9 of 97 Official leaderboard
Judgemark v4 83.4 #4 of 40 Official leaderboard
SimpleQA Verified 73.2% #6 of 56 Official leaderboard
FACTS Parametric 78.7% #5 of 45 Official leaderboard
FACTS Benchmark Suite 65.4% #5 of 40 Official leaderboard
Global MMLU Lite 94.9% #6 of 43 Official leaderboard
Creative Writing v3 76.1 #29 of 120 Official leaderboard
Continual Learning Exam 33.7% #3 of 10 Official leaderboard
BullshitBench V2 35% #65 of 122 Official leaderboard
FACTS Search V2 80.9% #12 of 21 Official leaderboard
BullshitBench 23.6% #65 of 107 Official leaderboard
HLE-Verified 53.6% #3 of 4 Model card

Math and science

BenchmarkScoreRankSource
GPQA Diamond 94.8% #6 of 219 Epoch AI
DTBench 94.7% #10 of 178 Official leaderboard
ARC-AGI-2 84.6% #14 of 95 Official leaderboard
ARC-AGI 95.5% #15 of 92 Official leaderboard
OTIS Mock AIME 2024-2025 97.2% #35 of 202 Epoch AI
Human Behavior Bench 79.7 #3 of 11 Official leaderboard
ProofBench 58% #24 of 83 Epoch AI
FrontierMath Tiers 1-3 v2 71.6% #26 of 89 Epoch AI
CritPt 14.3% #47 of 160 Epoch AI
BioMysteryBench 87.1% #3 of 8 Model card
FrontierMath Tier 4 v2 36.6% #28 of 71 Epoch AI
ProofBench v1.1 58% #25 of 51 Official leaderboard
LatchBio Capabilities v1.0 40.8% #17 of 27 Official leaderboard
xbench-ScienceQA 70.2% #20 of 29 Official leaderboard
Verifying the Verifiers (Project APE CRED benchmark) 74% #16 of 23 Official leaderboard
Terminal-Bench-Science 5.71% #15 of 17 Official leaderboard
ForecastBench 65.7 #80 of 86 Official leaderboard
LABBench2 82.1% #3 of 3 Model card

Coding

BenchmarkScoreRankSource
WebDev Arena 1,587 #22 of 105 Epoch AI
Code Arena 1,590 #30 of 124 Official leaderboard
Image-to-WebDev Arena 1,599 #15 of 55 Official leaderboard
IOI v2 (Vals) 67.8% #15 of 45 Official leaderboard
Vibe Code Bench 70.4% #45 of 115 Official leaderboard
FrontierCode 43.6% #18 of 46 Epoch AI
DeepSWE 65.5% #12 of 28 Official leaderboard
Code Migration 34.8% #38 of 78 Official leaderboard
Vision2Web 76.5% #5 of 10 Official leaderboard
ALE-Bench 904 #62 of 121 Epoch AI
MirrorCode 41.1% #17 of 28 Epoch AI
FrontierSWE 20.3% #15 of 21 Epoch AI
Vals RSI Index 0.18 #20 of 25 Official leaderboard
FrontierCode 1.1 43.6% #10 of 12 Model card
Senior SWE-Bench 14.7% #21 of 23 Official leaderboard
SWE-Marathon v1.1 22.5% #16 of 17 Official leaderboard
ProgramBench 0% #25 of 25 Official leaderboard
RSI-Exam 30.9% #18 of 18 Official leaderboard
Android Bench 2.0 7.30% #11 of 11 Official leaderboard
Google RE-Bench (GRB) 27% #1 of 1 Model card

Agents and tools

BenchmarkScoreRankSource
Chess Puzzles 66% #5 of 83 Epoch AI
Game Arena Chess 1,398 #3 of 39 Official leaderboard
Game Arena Coin Game 484 #3 of 35 Official leaderboard
Game Arena Reversi 816 #5 of 36 Official leaderboard
LLM Chess 1,107 #18 of 124 Official leaderboard
Game Arena Four in a Row 544 #9 of 38 Official leaderboard
Terminal-Bench 2.1 85.8% #13 of 53 Model card
Mystery Game Puzzles 37% #20 of 80 Epoch AI
Game Arena Word Association 324 #9 of 36 Official leaderboard
Kaggle Game Arena 368 #10 of 39 Official leaderboard
Game Arena Word Art 1,059 #9 of 35 Official leaderboard
Game Arena Poker 6.46 #8 of 31 Official leaderboard
Game Arena Checkers 1,073 #10 of 38 Official leaderboard
Game Arena Dark Hex 290 #11 of 38 Official leaderboard
Game Arena Bargaining 220 #11 of 36 Official leaderboard
Game Arena Clobber 390 #11 of 36 Official leaderboard
Game Arena Nine Men's Morris 705 #14 of 36 Official leaderboard
Game Arena Go 1,006 #16 of 36 Official leaderboard
Game Arena Dots and Boxes 908 #18 of 37 Official leaderboard
Game Arena Ultimate Tic-Tac-Toe 269 #19 of 36 Official leaderboard
Game Arena Lines of Action 471 #20 of 36 Official leaderboard
Agent Arena -0.01 #32 of 53 Official leaderboard
ApprenticeBench 16% #12 of 18 Official leaderboard
AutomationBench 30.4% #28 of 41 Model card
OSWorld 2.0 47.9% #15 of 19 Model card
RecreationBench 21.1% #9 of 10 Official leaderboard
Terminal-Bench 4.0 11.2% #23 of 23 Official leaderboard
Terminal-Bench 3.0 14.9% #5 of 5 Model card

Professional work

BenchmarkScoreRankSource
LegalBench 87.3% #6 of 138 Official leaderboard
Vals Finance Agent v2 59% #7 of 80 Official leaderboard
MedCode 53.4% #9 of 96 Official leaderboard
ProfBench 57.5% #8 of 72 Official leaderboard
APEX-Agents 67.8% #7 of 56 Epoch AI
Excel Modeling Benchmark 71.3% #13 of 76 Official leaderboard
TaxEval v2 74.7% #32 of 129 Official leaderboard
Harvey LAB (Legal Agent Benchmark) 8.75% #25 of 80 Official leaderboard
MortgageTax 66.7% #30 of 86 Official leaderboard
MedScribe 83.9% #38 of 98 Official leaderboard
Legal Research Bench 34.6% #46 of 88 Official leaderboard
Remote Labor Index 5.00% #9 of 17 Official leaderboard
PolicyBench 82.7% #27 of 50 Official leaderboard
Tax Agent Bench 22.8% #45 of 79 Official leaderboard
GDPval-AA v2 1,525 #15 of 26 Model card
TaxCalcBench v2 26% #17 of 26 Official leaderboard
$OneMillion-Bench 22.5% #9 of 13 Official leaderboard
Agents' Last Exam 26.3% #18 of 25 Model card

Vision, audio and robotics

BenchmarkScoreRankSource
Vision Arena 1,295 #5 of 136 Official leaderboard
1H-VideoQA 89.1% #1 of 20 Official leaderboard
LVBench 85.4% #3 of 25 Model card
CharXiv 88.7% #12 of 67 Model card
ParseBench 70.7% #9 of 42 Official leaderboard
ClockBench 53.3% #9 of 37 Official leaderboard
Humanity's Sixth Sense 39.8% #8 of 29 Official leaderboard
VoxelBench 1,845 #20 of 56 Official leaderboard
GDP.pdf 23.8% #16 of 39 Epoch AI
Code2Video Benchmark 1,477 #12 of 19 Official leaderboard
Furniture Assembly Benchmark 26.7% #29 of 35 Epoch AI
LADDER 42.8% #4 of 4 Official leaderboard

Safety and security

BenchmarkScoreRankSource
BioSecBench-Refusal 54.8% #3 of 22 Official leaderboard
TxBench-Antibody-Discovery 50.7% #8 of 28 Official leaderboard
Human Pathogen Capabilities Test v2 (HPCT v2) 63.6% #21 of 71 Official leaderboard
GDM Stealth 75% #2 of 6 Model card
GDM Situational Awareness 54.5% #3 of 8 Model card
TxBench-Oligo-Discovery 37.8% #11 of 28 Official leaderboard
SpatialBench-Long 29.8% #12 of 27 Official leaderboard
SRE-Bench 4.58% #15 of 33 Official leaderboard
scBench-Long 18.8% #13 of 27 Official leaderboard
TxBench-Preclinical-Pharmacology 55.3% #14 of 28 Official leaderboard
CBRN Conversational Evals 1.80% #1 of 2 Model card
CBRN Science Eval 3.50% #1 of 2 Model card
PCT (Polarized Contrastive Pairs) 45.1% #24 of 46 Official leaderboard
EpiBench 22% #15 of 27 Official leaderboard
MetagenomicsBench 31.7% #16 of 26 Official leaderboard
BioSecBench-Function 33.7% #17 of 27 Official leaderboard
VariantBench 31.4% #17 of 27 Official leaderboard
DistressBench 69% #27 of 42 Official leaderboard
BioSecBench-Surveillance 41.5% #18 of 27 Official leaderboard
OncologyBench 14.7% #21 of 30 Official leaderboard
CyberBench v1.1 (Vals) 43.8% #38 of 43 Official leaderboard
Chem / Bio Dynamic Jailbreak Eval 39% #2 of 2 Model card
Cyber Adaptive Jailbreak Eval 24% #2 of 2 Model card
Cyber Conversational Evals 11.4% #2 of 2 Model card
Cyber Static Jailbreak Eval 50% #2 of 2 Model card
Gray Swan Bio Eval 15% #2 of 2 Model card
Gray Swan Cyber Eval 88% #2 of 2 Model card
Harmful manipulation propensity evaluation 21.3% #1 of 1 Model card

Other

BenchmarkScoreRankSource
CAIS Text Capabilities Index 49.3 #9 of 66 Official leaderboard
ACCoRD 77.0 #21 of 150 Official leaderboard
CAIS Vision Capabilities Index 68.7 #8 of 53 Official leaderboard
Conceptual Reasoning Index 64.6 #23 of 149 Official leaderboard
LMCA 50.4% #25 of 139 Epoch AI
SAGE (Vals) 49.2% #23 of 81 Official leaderboard
CAIS Risk Index 51.1 #32 of 65 Official leaderboard
Artificial Analysis Intelligence Index v4.1 56.0 #4 of 7 Model card

Google DeepMind's models over time

Google DeepMind'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 Gemini 4 Argon Gemini 3.8 Flash Gemini 3.5 Flash-Lite Gemini 3 Flash Gemini 2.5 Flash Gemini 2.5 Flash-Lite Gemma 3 12B 50 75 100 125 150 175 2023 2024 2025 2026 2027 Gemini 4 Argon Gemini 3.5 Flash-Lite

Its launch post

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

Its system cards

Every result in the longer documents the lab published with it. 16 of them aren't in the launch post.

Bio and chem risk

AI R&D risk

Bio and chem risk