Benchmark Almanac

Gemini 2.0 Flash Feb 2025

Gemini 2.0 Flash ranks first on 3 of the 101 benchmarks with five or more models scored.

Google DeepMind Released February 5th, 2025 Compare with others
104
Benchmarks with a score
3
Ranked first, out of five or more models
14
In the top three
Google DeepMind Feb 2025

Gemini 2.0 Flash

Feb 2025 snapshot Closed weights

133.9 #146 of 256
Epoch Capabilities Index
Self-Reported Index 130.4 #271 of 404
  • MultiChallenge 36.4% #38 /42
  • ZeroBench 3.00% #57 /76
  • GPQA Diamond 64.1% #132 /229

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
Vectara Hallucination Leaderboard (HHEM) 0.70% #1 of 148 Official leaderboard
SimpleVQA 52.8% #1 of 13 Official leaderboard
FaithJudge 10.2% #5 of 37 Official leaderboard
AidanBench 1895.0 #2 of 13 Official leaderboard
BIG-Bench Extra Hard 9.80% #2 of 11 Official leaderboard
ECLeKTic 24.6% #9 of 35 Official leaderboard
BBEH micro average 23.9% #3 of 11 Official leaderboard
BuzzBench 54.4 #6 of 20 Official leaderboard
IFEval 84.1% #23 of 60 Official leaderboard
SimpleQA 29.9% #24 of 60 Lab model card
MultiLoKo 30.6% #3 of 7 Official leaderboard
SuperGPQA 47.7% #26 of 59 Official leaderboard
MRCR (Michelangelo, original) 70.5% #4 of 9 Lab model card
FACTS Grounding 84.6% #7 of 15 Lab model card
Answer Factuality (Perplexity) 78.5% #2 of 4 Official leaderboard
LMArena (Elo) 1,360 #168 of 335 Official leaderboard
Fiction.LiveBench 61.1% #32 of 57 Fiction.live leaderboard, via Epoch AI
Global MMLU Lite 83.4% #9 of 16 Lab model card
MMLU-Pro 77.6% #94 of 167 Lab model card
HUMAINE 26 #29 of 50 Official leaderboard
Phare 64.2% #37 of 62 Official leaderboard
WritingBench 66.8 #29 of 45 Official leaderboard
MARS-Bench 35.6% #11 of 15 Official leaderboard
Creative Writing v3 57.0 #91 of 120 Official leaderboard
BullshitBench V2 15% #103 of 129 Official leaderboard
EQ-Bench 3 958 #65 of 78 Official leaderboard
BullshitBench 12.7% #91 of 107 Official leaderboard
LLM Confabulation Leaderboard 26.9% #50 of 58 Official leaderboard
MultiChallenge 36.4% #38 of 42 Official leaderboard

Math and science

BenchmarkScoreRankSource
MATH 90.9% #9 of 99 Lab model card
HiddenMath 63.5% #3 of 11 Lab model card
MATH Level 5 82.2% #26 of 94 Epoch AI run
GPQA Main 55.6% #29 of 60 Official leaderboard
GPQA Diamond 64.1% #132 of 229 Epoch AI run
MATH-500 89% #24 of 38 Official leaderboard
OTIS Mock AIME 2024-2025 31.1% #145 of 212 Epoch AI run
DTBench 63.2% #129 of 180 Official leaderboard
FrontierMath 1.72% #57 of 70 Epoch AI run
ARC-AGI-2 1.30% #79 of 97 Collected by Epoch AI, source not named
Misguided Attention 28.2% #37 of 45 Official leaderboard
CORE-Bench 11.1% #14 of 17 Official leaderboard
AIME 2025 27.5% #49 of 53 Official leaderboard
HMMT 2025 13.3% #49 of 53 Official leaderboard

Coding

BenchmarkScoreRankSource
BigCodeBench-Hard 28.7% #25 of 96 Official leaderboard
Bird-SQL 58.7% #5 of 13 Lab model card
LiveCodeBench v5 34.5% #40 of 47 Lab model card
StructEval 62.5% #24 of 28 Official leaderboard
SWE-bench Verified 13.5% #56 of 60 Official leaderboard

Agents and tools

BenchmarkScoreRankSource
SnakeBench 33 #16 of 188 Official leaderboard
Galileo Agent Leaderboard 0.94 #3 of 29 Official leaderboard
Berkeley Function Calling Leaderboard (BFCL) 61.2% #22 of 67 Official leaderboard
Factorio Learning Environment 115782.0 #2 of 6 Official leaderboard
Research-Eval 54.2% #1 of 3 Official leaderboard
LLM-WikiRace 6.00% #9 of 21 Official leaderboard
ToolComp 55.6% #18 of 32 Official leaderboard
VideoGameBench 0% #3 of 5 Official leaderboard
LisanBench 197.7 #89 of 133 Official leaderboard
VideoGameBench Lite 0% #4 of 5 Official leaderboard
LLM Chess -311 #102 of 123 Official leaderboard
BrowseComp-ZH 6.90% #8 of 9 Official leaderboard
GAIA 6.31% #59 of 64 Official leaderboard
Elimination Game 2 #54 of 56 Official leaderboard

Professional work

BenchmarkScoreRankSource
MedQA 73% #21 of 71 Official leaderboard
MedXpertQA 28% #2 of 4 Official leaderboard
LegalBench 78.4% #95 of 138 Official leaderboard
MortgageTax 60.4% #62 of 87 Official leaderboard
TaxEval v2 67.7% #96 of 129 Official leaderboard
CadEval 30% #10 of 13 Official leaderboard
MedHELM 36.0 #10 of 13 Official leaderboard
Vals Finance Agent v1 13.2% #37 of 47 Official leaderboard
FailureSensorIQ 55.8% #19 of 24 Official leaderboard
CorpFin v2 33.7% #118 of 119 Official leaderboard

Vision, audio and robotics

BenchmarkScoreRankSource
KRETA 85.4% #1 of 17 Official leaderboard
OCR-Reasoning 39.3% #2 of 15 Official leaderboard
MathVista 73.1% #6 of 43 Official leaderboard
CSVQA 44.1% #2 of 12 Official leaderboard
AHELM 63.3 #2 of 10 Official leaderboard
MMMU 71.7% #29 of 136 Official leaderboard
VHELM 68.1 #10 of 41 Official leaderboard
EmoBench-M 62.3% #4 of 15 Official leaderboard
ERQA 40.2% #5 of 17 Official leaderboard
VisualPuzzles 44.9% #9 of 29 Official leaderboard
GeoBench 77% #17 of 48 Official leaderboard
CoVoST2 39.0 #5 of 14 Lab model card
MathCanvas-Bench 21.2% #6 of 16 Official leaderboard
MMAU-Pro 55.7% #5 of 10 Official leaderboard
Point-Bench 47% #9 of 17 Official leaderboard
MATH-Vision (MathVision) 41.3% #59 of 105 Official leaderboard
VISTA 39.9% #34 of 54 Official leaderboard
Math-VR 20.6% #17 of 26 Official leaderboard
Vision Arena 1,172 #92 of 136 Official leaderboard
ZeroBench 3.00% #57 of 76 Official leaderboard
EgoSchema 71.1% #9 of 12 Lab model card
ViewSpatial-Bench 32.6% #6 of 7 Official leaderboard

Safety and security

BenchmarkScoreRankSource
Anthropic Red Team 99.4% #23 of 75 Official leaderboard
Video-SafetyBench 2.00 #6 of 15 Official leaderboard
AIR-Bench 2024 66.2% #41 of 82 Official leaderboard
HELM Safety 91.0 #41 of 75 Official leaderboard
SimpleSafetyTests 98.5% #45 of 75 Official leaderboard
BaxBench 23.3% #21 of 34 Official leaderboard
AgentDojo 20.8% #13 of 20 Official leaderboard
AIRTBench 16.9% #6 of 9 Official leaderboard

Other

BenchmarkScoreRankSource
HELM Lite 81.3 #12 of 71 Official leaderboard
HELM Capabilities 67.9 #25 of 60 Official leaderboard

Its lab's numbers put it at 130.4, 3.6 points below its ECI

The Self-Reported Index fits one score to the 12 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 127.6 to 133.1. How we compute it.

Its lab's numbers next to 4 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
GPQA Diamond 60.1% GPQA (diamond) 64.1% Epoch AI run −4.0 pts
FACTS Grounding 84.6% FACTS Grounding 85.6% Leaderboard −1.0 pts
MMLU-Pro 77.6% MMLU-Pro 77.6% Leaderboard Same
MMMU 71.7% MMMU 71.7% 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.

Its system card

Every result in the longer documents the lab published with it. 5 of them aren't in the launch post.