Benchmark Almanac

Gemini 2.0 Flash Dec 2024

Gemini 2.0 Flash places in the top three on 3 benchmarks.

Google DeepMind Released 6 Dec 2024 Family Gemini 2.0 The lab's model card
40
Benchmarks with a score
0
Ranked first, out of five or more models
3
In the top three
Google DeepMind Dec 2024

Gemini 2.0 Flash

Dec 2024 snapshot Closed weights Mid-size

No Epoch Capabilities Index score yet
  • Bird-SQL 56.9% #7 /13
  • Vectara Hallucination Leaderboard (HHEM) 1.30% #140 /148
  • BigCodeBench-Hard 28.4% #26 /96

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
SEAL Multilingual 1,119 #2 of 19 Official leaderboard
MMLU 79.7% #25 of 127 Epoch AI
SEAL Precise Instruction Following 86.6 #4 of 18 Official leaderboard
LongBench v2 51.1% #12 of 33 Official leaderboard
MMBench-CN v1.1 71.6% #92 of 178 Official leaderboard
FACTS Grounding 83.6% #8 of 15 Model card
MRCR (Michelangelo, original) 69.2% #5 of 9 Model card
MMLU-Pro 76.4% #96 of 151 Model card
Lech Mazur Creative Writing 7.15 #35 of 44 Epoch AI
Vectara Hallucination Leaderboard (HHEM) 1.30% #140 of 148 Official leaderboard

Math and science

BenchmarkScoreRankSource
MATH 89.7% #9 of 93 Model card
HiddenMath 63% #4 of 11 Model card
GPQA Diamond 62.1% #202 of 284 Model card
ARC-AGI-2 1.30% #76 of 95 Official leaderboard
SimpleBench 18.9% #94 of 100 Official leaderboard

Coding

BenchmarkScoreRankSource
BigCodeBench 52.9% #8 of 69 Official leaderboard
SEAL Coding 1,111 #5 of 26 Official leaderboard
Natural2Code 92.9% #2 of 9 Model card
BigCodeBench-Hard 28.4% #26 of 96 Official leaderboard
Aider-Edit 69.9% #12 of 37 Official leaderboard
Bird-SQL 56.9% #7 of 13 Model card
SWE-bench Verified 52.2% #35 of 60 Official leaderboard
Aider Polyglot 38.2% #34 of 54 Epoch AI
LiveCodeBench 35.1% #55 of 73 Model card

Agents and tools

BenchmarkScoreRankSource
ToolComp 60.1% #15 of 32 Official leaderboard
Step Race 1 #51 of 59 Official leaderboard
LLM Chess -672 #119 of 124 Official leaderboard

Professional work

BenchmarkScoreRankSource
MedXpertQA-MM 37.2% #3 of 9 Official leaderboard

Vision, audio and robotics

BenchmarkScoreRankSource
MMStar 69.4% #14 of 173 Official leaderboard
MMVU 65.9% #4 of 28 Official leaderboard
TOMATO 33.7% #4 of 22 Official leaderboard
CoVoST2 39.2 #4 of 11 Model card
MMMU 70.7% #55 of 97 Model card
VISTA 40% #33 of 54 Official leaderboard
MMBench-EN v1.1 70.4% #116 of 178 Official leaderboard
EgoSchema 71.5% #8 of 12 Model card
Vibe-Eval 56.3% #9 of 9 Model card

Safety and security

BenchmarkScoreRankSource
AgentDojo 17% #12 of 20 Official leaderboard

Other

BenchmarkScoreRankSource
OpenVLM Leaderboard 72.6 #21 of 173 Official leaderboard
LiveBench 64.1% #12 of 48 Epoch AI

Its launch post

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