Benchmark Almanac

Gemini 3 Flash

Gemini 3 Flash ranks first on 8 of the 237 benchmarks with five or more models scored.

Google DeepMind Released December 17th, 2025 Family Gemini 3 The lab's model card Compare with others
242
Benchmarks with a score
8
Ranked first, out of five or more models
35
In the top three
Google DeepMind Dec 2025

Gemini 3 Flash

Closed weights Mid-size

152.3 #59 of 256
Epoch Capabilities Index
Self-Reported Index 149.5 #100 of 404
  • SWE-bench Verified 75.4% #13 /32
  • SWE-Bench Pro 34.6% #15 /24
  • MMMU-Pro 81.2% #13 /90

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
MMLU-Pro 88.6% #5 of 212 Official leaderboard
MMMLU 91.8% #4 of 71 Lab model card
FACTS Search 81% #3 of 31 Official leaderboard
LMArena (Elo) 1,473 #38 of 335 Official leaderboard
SimpleQA Verified 66.8% #13 of 94 Epoch AI run
Judgemark v2.1 85.4 #6 of 42 Official leaderboard
Global PIQA 92.8% #2 of 14 Lab model card
KINA 43.9% #6 of 37 Official leaderboard
LOCA-Bench 20% #2 of 9 Official leaderboard
FACTS Parametric 72.3% #11 of 45 Official leaderboard
Hemingway-bench 1,052 #12 of 42 Official leaderboard
SkateBench v2 76.2% #6 of 21 Official leaderboard
FACTS Parametric V2 72.4% #9 of 27 Official leaderboard
Humanity's Last Exam 43.5% #58 of 154 Lab model card
Extended NYT Connections 83.1% #39 of 103 Official leaderboard
OpenAI MRCR v2 44.9% #22 of 47 Official leaderboard
FACTS Multimodal 49.7% #11 of 23 Official leaderboard
FACTS Search V2 80.9% #11 of 21 Official leaderboard
MRCR v2 67.2% #16 of 30 Lab model card
FACTS Benchmark Suite 63.8% #13 of 23 Official leaderboard
Visual Aesthetic Benchmark 28% #11 of 18 Official leaderboard
Longform Creative Writing (EQ-Bench) 55.7 #76 of 119 Official leaderboard
Judgemark v4 46.1 #28 of 40 Official leaderboard
Structured Output Benchmark 83.3% #15 of 19 Official leaderboard
Continual Learning Bench 0.09 #4 of 5 Official leaderboard
Document Arena 1,440 #32 of 39 Official leaderboard
Vectara Hallucination Leaderboard (2025 dataset) 13.5% #88 of 104 Official leaderboard
BullshitBench V2 10% #115 of 129 Official leaderboard
BullshitBench 10.9% #98 of 107 Official leaderboard
FACTS Grounding v2 48.6% #24 of 25 Official leaderboard

Math and science

BenchmarkScoreRankSource
BRUMO 2025 100% #1 of 42 Official leaderboard
SMT 2025 92.9% #2 of 40 Official leaderboard
AIME 2025 99.7% #10 of 143 Lab model card
General365 60.8% #2 of 23 Official leaderboard
HMMT 2025 97.5% #5 of 53 Official leaderboard
AIME 2026 96.7% #6 of 31 Official leaderboard
OTIS Mock AIME 2024-2025 95.6% #46 of 212 Epoch AI run
FrontierMath 35.6% #12 of 55 Official leaderboard
GPQA Diamond 89.4% #54 of 229 Epoch AI run
CMIMC 2025 90% #9 of 33 Official leaderboard
ForecastBench 0.13 #23 of 82 Official leaderboard
DTBench 89.1% #56 of 180 Official leaderboard
HMMT Nov 2025 93.3% #7 of 22 Official leaderboard
MathArena (Apex, IMO, USAMO) 15.6% #16 of 47 Official leaderboard
SimpleBench 61.1% #38 of 106 Official leaderboard
SciPredict 22.2% #5 of 12 Official leaderboard
MathArena Apex Shortlist 68.6% #17 of 38 Official leaderboard
HMMT 2026 89.4% #14 of 31 Official leaderboard
ARC-AGI 84.7% #46 of 95 Official leaderboard
ARC-AGI-2 33.6% #49 of 98 Official leaderboard
FrontierMath Tiers 1-3 v2 51.2% #52 of 86 Official leaderboard
FrontierMath Tier 4 4.17% #34 of 55 Epoch AI run
Human Behavior Bench 78.5 #7 of 11 Official leaderboard
ProofBench 15% #38 of 59 Official leaderboard
FrontierMath Tier 4 v2 17.1% #49 of 68 Official leaderboard
Verifying the Verifiers (Project APE CRED benchmark) 47% #19 of 23 Official leaderboard

Coding

BenchmarkScoreRankSource
SWE-bench Multilingual 72.7% #1 of 13 Official leaderboard
DesignArena Agentic Image to HTML 1,224 #2 of 11 Official leaderboard
IOI (Vals) 39.1% #13 of 55 Official leaderboard
WeirdML 61.6% #29 of 112 Official leaderboard
OTelBench 18.8% #4 of 14 Official leaderboard
ALE-Bench 1,722 #41 of 126 Official leaderboard
CooperBench 27.8% #2 of 6 Official leaderboard
SWE-fficiency 10.6% #6 of 17 Official leaderboard
SWE-bench Verified 75.4% #13 of 32 Epoch AI run
DesignArena Website 1,189 #78 of 151 Official leaderboard
ProgramBench 0% #13 of 25 Official leaderboard
DesignArena 3D Design 1,166 #71 of 136 Official leaderboard
DesignArena Code 1,180 #78 of 143 Official leaderboard
Code Arena 1,440 #71 of 128 Official leaderboard
GSO-Bench 9.80% #17 of 30 Official leaderboard
DesignArena Game Dev 1,156 #84 of 143 Official leaderboard
OpenHands Index 49% #20 of 33 Official leaderboard
SWE-Bench Pro 34.6% #15 of 24 Official leaderboard
AndroidBench 62.5% #22 of 32 Official leaderboard
WebDev Arena 1,383 #74 of 105 arena.ai, via Epoch AI
GameDevBench 46.8% #12 of 17 Official leaderboard
Vibe Code Bench 20.2% #87 of 120 Official leaderboard
LiveCodeBench Pro 2,316 #3 of 4 Lab model card
DesignArena Agentic Overall 1,074 #56 of 74 Official leaderboard
Image-to-WebDev Arena 1,451 #42 of 55 Official leaderboard
SWE Atlas Test Writing 30.3% #17 of 22 Official leaderboard
DesignArena Full Stack 1,042 #38 of 49 Official leaderboard
DAXBench v2 63.5% #39 of 47 Official leaderboard
ts-bench 20% #6 of 7 Official leaderboard
DesignArena Frontend Web App 1,092 #46 of 53 Official leaderboard
DesignArena React Native 1,084 #49 of 56 Official leaderboard
ProgramBench almost solved 0% #22 of 25 Official leaderboard
ProgramBench tests passed 31.8% #22 of 25 Official leaderboard
Code Migration 6.39% #69 of 78 Official leaderboard
ts-bench v1 92% #8 of 9 Official leaderboard
DesignArena Android (Kotlin) 1,034 #43 of 46 Official leaderboard
DesignArena Image to Frontend 1,059 #31 of 31 Official leaderboard
SWE Atlas 8.20% #22 of 22 Official leaderboard
SWE Atlas Refactoring 10% #17 of 17 Official leaderboard
Vision2Web S1-2026 30.8% #5 of 5 Official leaderboard

Agents and tools

BenchmarkScoreRankSource
PinchBench 87% #1 of 48 Official leaderboard
VITA-Bench 32.5% #1 of 18 Official leaderboard
Elimination Game 6 #5 of 56 Official leaderboard
Game Arena Chess Openings 1,263 #1 of 11 Official leaderboard
Game Arena Coin Game 472 #5 of 39 Official leaderboard
SnakeBench 32 #30 of 188 Official leaderboard
Toolathlon 49.4% #8 of 50 Official leaderboard
Game Arena Dark Hex 359 #7 of 41 Official leaderboard
Agent Poker Bench 1,100 #3 of 17 Official leaderboard
BalatroBench 16.7 #3 of 16 Official leaderboard
tau2-bench 90.2% #16 of 79 Lab model card
Terminal-Bench 2.0 64.3% #9 of 43 Official leaderboard
BALROG 48.1% #7 of 33 Official leaderboard
VAKRA 38.1% #1 of 4 Official leaderboard
DeepResearch Bench 49.8% #6 of 22 evals.futuresearch.ai, via Epoch AI
SkillsBench 54.6% #6 of 22 Official leaderboard
Game Arena Chess 1,213 #12 of 42 Official leaderboard
Deep Research Bench (FutureSearch) 0.50 #6 of 21 Official leaderboard
AdaPlanBench 43.3% #3 of 10 Official leaderboard
LisanBench 1996.0 #43 of 133 Official leaderboard
GAIA 68.4% #21 of 64 Official leaderboard
DeepPlanning 33.8% #5 of 15 Official leaderboard
Game Arena Five in a Row 756 #7 of 20 Official leaderboard
GameWorld 41.9% #8 of 22 Official leaderboard
MM-BrowseComp 18.5% #4 of 11 Official leaderboard
Game Arena Werewolf -1 #3 of 8 Official leaderboard
Pencil Puzzle Bench 6.70% #21 of 53 Official leaderboard
Game Arena Word Art 677 #16 of 39 Official leaderboard
Chess Puzzles 40% #39 of 93 Epoch AI run
Mystery Game Puzzles 26% #38 of 84 Epoch AI run
ScreenSpot-Pro 69.1% #15 of 32 Lab model card
EnterpriseOps-Gym 34% #6 of 12 Official leaderboard
CUA-World-Long 14% #2 of 4 Official leaderboard
Game Arena Word Association 262 #21 of 40 Official leaderboard
PinchBench 2.0 72.1% #30 of 57 Official leaderboard
RuneBench 4.69 #41 of 76 Official leaderboard
τ³-bench Banking 27.3% #14 of 25 Official leaderboard
Game Arena Bargaining 180 #22 of 39 Official leaderboard
Clocktower Radio 1,541 #13 of 23 Official leaderboard
Kaggle Game Arena 283 #24 of 42 Official leaderboard
tau3-bench 83.5% #4 of 7 Official leaderboard
Game Arena Checkers 896 #24 of 41 Official leaderboard
Game Arena Nine Men's Morris 585 #23 of 39 Official leaderboard
OmniGAIA 51.7% #3 of 5 Official leaderboard
Game Arena Poker -3.86 #20 of 31 Official leaderboard
Game Arena Reversi 330 #26 of 39 Official leaderboard
iOSWorld 28.6% #4 of 6 Official leaderboard
Game Arena Dots and Boxes 755 #28 of 40 Official leaderboard
UniClawBench 28.3% #7 of 10 Official leaderboard
LMArena Search Arena 1,189 #26 of 37 Official leaderboard
OpenComputer 16.4% #5 of 7 Official leaderboard
Game Arena Four in a Row 258 #31 of 43 Official leaderboard
LLM Chess -179 #92 of 123 Official leaderboard
Game Arena Go 497 #31 of 39 Official leaderboard
Game Arena Ultimate Tic-Tac-Toe 165 #31 of 39 Official leaderboard
Toloka Arena 22.8% #4 of 5 Official leaderboard
MCP Atlas 62% #30 of 37 Official leaderboard
Claw-Eval Pass^3 49.2% #20 of 24 Official leaderboard
CEO-Bench $0 #16 of 19 Official leaderboard
ClawProBench 49% #43 of 49 Official leaderboard
Claw-Eval 72.3% #22 of 24 Official leaderboard
Game Arena Lines of Action 159 #36 of 39 Official leaderboard
AutoResearchBench 2.75% #12 of 13 Official leaderboard
Game Arena Clobber 22 #38 of 39 Official leaderboard

Professional work

BenchmarkScoreRankSource
MedCode 55.9% #5 of 96 Official leaderboard
LegalBench 86.9% #11 of 138 Official leaderboard
MortgageTax 68.7% #10 of 87 Official leaderboard
APEX-Agents 24% #1 of 8 Official leaderboard
CorpFin v2 66.4% #20 of 119 Official leaderboard
TRLawBench 9.46 #8 of 34 Official leaderboard
ProfBench 53.4% #21 of 72 Official leaderboard
TaxEval v2 73.9% #44 of 129 Official leaderboard
Vals Finance Agent v1 39.3% #19 of 47 Official leaderboard
prinzbench 36.0 #13 of 26 Official leaderboard
3DCodeArena 1,010 #7 of 14 Official leaderboard
Vals Index v1 53.2% #18 of 34 Official leaderboard
CaseLaw v2 55.8% #32 of 53 Official leaderboard
Vending-Bench Arena $3,436 #20 of 32 Official leaderboard
PatientAgentBench 3.78 #5 of 8 Official leaderboard
Vals Finance Agent 47.6% #31 of 49 Official leaderboard
PolicyBench 80.6% #32 of 50 Official leaderboard
Vending-Bench 2 $3,635 #45 of 67 Official leaderboard
APEX-1 60.9% #50 of 71 Official leaderboard
Vals Finance Agent v2 42.5% #60 of 80 Official leaderboard
Legal Research Bench 18.3% #70 of 93 Official leaderboard
Tax Agent Bench 11.8% #66 of 84 Official leaderboard
YC-Bench $393,736 #47 of 59 Official leaderboard
Harvey LAB (Legal Agent Benchmark) 0% #64 of 80 Official leaderboard
CHI-Bench 12.5% #19 of 23 Official leaderboard
Vals Index v2 29.4% #54 of 65 Official leaderboard
MedScribe 69.9% #85 of 97 Official leaderboard
EnterpriseBench: CoreCraft 20% #45 of 51 Official leaderboard
Excel Modeling Benchmark 26% #68 of 76 Official leaderboard
EEBench 19.5% #28 of 30 Official leaderboard
CommerceAgentBench 29% #13 of 13 Official leaderboard

Vision, audio and robotics

BenchmarkScoreRankSource
MATH-Vision (MathVision) 90.6% #4 of 105 Official leaderboard
GeoBench 88% #2 of 48 Official leaderboard
ParseBench 74.1% #4 of 44 Official leaderboard
OCR Arena 1,781 #1 of 11 Official leaderboard
ChartMuseum 78.6% #2 of 21 Official leaderboard
VideoMME v2 (with subtitles) 42.5% #3 of 31 Official leaderboard
Video-MMMU 86.9% #4 of 36 Lab model card
VPCT 72.6% #3 of 27 VPCT leaderboard, via Epoch AI
MSEB 39.2 #1 of 9 Official leaderboard
CiteVQA 65.4% #2 of 16 Official leaderboard
MMMU-Pro 81.2% #13 of 90 Lab model card
VisFactor 40.5% #4 of 26 Official leaderboard
OmniDocBench v1.5 90.4 #2 of 11 Official leaderboard
EmoBench-M 65.5% #3 of 15 Official leaderboard
Vision Arena 1,272 #28 of 136 Official leaderboard
SpatialWorld Digital 38.1% #2 of 9 Official leaderboard
OmniVideoBench 55.1% #2 of 8 Official leaderboard
WorldBench 61.8% #2 of 8 Official leaderboard
MusTBench 38.1% #1 of 4 Official leaderboard
UNO-Bench 71.4% #2 of 7 Official leaderboard
1H-VideoQA 79.2% #6 of 20 Official leaderboard
LVOmniBench 59% #2 of 6 Official leaderboard
OmniCap-IF 79.5% #2 of 6 Official leaderboard
FutureOmni 64.8% #1 of 3 Official leaderboard
ZeroBench 15% #27 of 76 Official leaderboard
Math Kangaroo 2025 (MathArena) 85.8% #8 of 22 Official leaderboard
OmniDocBench v1.6 92.6 #3 of 8 Official leaderboard
Claw-Eval-MM 50.4% #5 of 11 Official leaderboard
CharXiv 80.3% #36 of 75 Lab model card
RoboRewardBench 0.92 #11 of 22 Official leaderboard
DISBench 12.3% #5 of 9 Official leaderboard
SpatialWorld Physical 7.20% #5 of 9 Official leaderboard
vCX Benchmark 83.9% #27 of 42 Official leaderboard
MineBench 1,244 #53 of 75 Official leaderboard
BVB 62.1 #34 of 45 Official leaderboard
AgenticVBench 17.5% #7 of 9 Official leaderboard
Blueprint-Bench 2 0% #35 of 38 Official leaderboard
VoxelBench 1,286 #52 of 56 Official leaderboard

Safety and security

BenchmarkScoreRankSource
nocot-bench (NCRI) 103.2 #16 of 185 Official leaderboard
BinaryAudit 36.8% #7 of 20 Official leaderboard
Human Pathogen Capabilities Test v2 (HPCT v2) 56% #33 of 71 Official leaderboard
CRSBench 56.9% #3 of 5 Official leaderboard
KORA 24% #32 of 42 Official leaderboard

Other

BenchmarkScoreRankSource
SAGE (Vals) 51.9% #10 of 81 Official leaderboard
Conceptual Reasoning Index 56.0 #49 of 151 Official leaderboard
LMCA 43.1% #49 of 147 Official leaderboard
CAIS Vision Capabilities Index 59.3 #18 of 53 Official leaderboard
ACCoRD 68.6 #58 of 152 Official leaderboard
CAIS Text Capabilities Index 36.5 #29 of 68 Official leaderboard
Vals Multimodal Index 52.2% #24 of 33 Official leaderboard
CAIS Risk Index 66.3 #61 of 67 Official leaderboard

Its lab's numbers put it at 149.5, 2.8 points below its ECI

The Self-Reported Index fits one score to the 17 capability results Google DeepMind 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 147.0 to 152.1. How we compute it.

Its lab's numbers next to 10 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
Terminal-Bench 2.0 47.6% Terminal-bench 2.0 (Terminus-2 harness) 64.3% Leaderboard, Junie CLI −17 pts Google uses the Terminus-2 harness, while the board pairs Gemini 3 Flash with Junie CLI.
MCP Atlas 57.4% MCP Atlas 62% Leaderboard −4.6 pts
AIME 2025 99.7% AIME 2025, With code execution; No tools = 95.2% 97.5% Leaderboard, high +2.2 pts
SWE-bench Verified 78% SWE-bench Verified (Single attempt) 75.8% Leaderboard, high, mini-SWE-agent +2.2 pts
SimpleQA Verified 68.7% SimpleQA Verified 66.8% Epoch AI run, high +1.9 pts
FACTS Benchmark Suite 61.9% FACTS Benchmark Suite 63.8% Leaderboard −1.9 pts
GPQA Diamond 90.4% GPQA Diamond (No tools) 89.4% Epoch AI run, high +1.0 pts
ARC-AGI-2 33.6% ARC-AGI-2 (ARC Prize Verified) 33.6% Leaderboard, high Same
Vending-Bench 2 $3,635 Vending-Bench 2 (Net worth (mean)) $3,635 Leaderboard Same
Toolathlon 49.4% Toolathlon 49.4% Leaderboard Same

Google DeepMind's models over time

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

50 100 150 2023 2024 2025 2026 2027 Gemini 4 Carbon Gemini 3.8 Flash Gemini 3.5 Flash-Lite Gemini 3 Pro Gemini 2.5 Flash Gemini 2.5 Flash-Lite Gemini 1.5 Pro 50 100 150 2023 2024 2025 2026 2027 Gemini 4 Carbon Gemini 3.8 Flash

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.