Model comparison

Gemini 2.5 Flash-Lite vs Gemma 2 9B

Gemini 2.5 Flash-Lite is the stronger model overall, scoring 37.0 to 25.9 on the Noometry Index.

Last verified . 18 shared benchmarks.

Gemini 2.5 Flash-Lite Google

37.0

Rank #211 Confirmed

Gemma 2 9B Google

25.9

Rank #341 Confirmed

Summary

  • They share 18 benchmarks with published results for both. Gemini 2.5 Flash-Lite scores higher in 7 categories and Gemma 2 9B in 1 category; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where Gemini 2.5 Flash-Lite leads 38.0 to 9.9.
  • Gemma 2 9B has downloadable open weights; the other is API-only.

Side by side

Gemini 2.5 Flash-Lite and Gemma 2 9B specifications
Gemini 2.5 Flash-LiteGemma 2 9B
ProviderGoogleGoogle
Noometry Index37.025.9
Released2025-06-172024-06-24
WeightsProprietaryOpen
Context window1.05M—
Max output66K—
Input $ / M tokens$0.10—
Output $ / M tokens$0.40—
Results tracked3335

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Category by category

Coding Gemini 2.5 Flash-Lite leads

Gemini 2.5 Flash-Lite: 38.5 (#173), Gemma 2 9B: 29.4 (#304)

Coding benchmarks
BenchmarkGemini 2.5 Flash-LiteGemma 2 9B
LMArena Coding13731173
WeirdML35.2%—
BigCodeBench Instruct—34.7%
LiveBench Coding—22.5%
BigCodeBench Complete—40.6%
ALE-Bench325.9—

Agentic & Tool Use Not comparable

Gemini 2.5 Flash-Lite: 28.0 (#96), Gemma 2 9B: —

Agentic & Tool Use benchmarks
BenchmarkGemini 2.5 Flash-LiteGemma 2 9B
Berkeley Function Calling Leaderboard36.9%—

Reasoning Gemini 2.5 Flash-Lite leads

Gemini 2.5 Flash-Lite: 22.2 (#205), Gemma 2 9B: 15.9 (#309)

Reasoning benchmarks
BenchmarkGemini 2.5 Flash-LiteGemma 2 9B
LMArena Hard Prompts13771171
Epoch Capabilities Index133.94119.83
Kagi LLM Benchmark40.5%—
LiveBench Reasoning—15.2%
DTBench62.8%—
LiveBench Data Analysis—36.4%
LMCA18.1%—
LiveBench—28.7%
PIQA—83.7%

Math Gemini 2.5 Flash-Lite leads

Gemini 2.5 Flash-Lite: 38.0 (#144), Gemma 2 9B: 9.9 (#318)

Math benchmarks
BenchmarkGemini 2.5 Flash-LiteGemma 2 9B
LMArena Math13731183
OTIS Mock AIME 2024-2025—0.6%
Omni-MATH48%—
LiveBench Math—19.8%
MATH Level 5—21%
GSM8K—84.9%

Knowledge Gemini 2.5 Flash-Lite leads

Gemini 2.5 Flash-Lite: 32.5 (#210), Gemma 2 9B: 9.7 (#305)

Knowledge benchmarks
BenchmarkGemini 2.5 Flash-LiteGemma 2 9B
LMArena Expert13731147
GPQA Diamond—27.5%
MMLU-Pro53.7%—
Vectara Hallucination Rate3.3%—
GPQA (HELM)30.9%—
BoolQ—85.7%
MMLU—72.1%

Multimodal Not comparable

Gemini 2.5 Flash-Lite: 29.1 (#114), Gemma 2 9B: —

Multimodal benchmarks
BenchmarkGemini 2.5 Flash-LiteGemma 2 9B
LMArena Vision1198—
VPCT30%—

Multilingual Gemini 2.5 Flash-Lite leads

Gemini 2.5 Flash-Lite: 49.3 (#134), Gemma 2 9B: 36.6 (#238)

Multilingual benchmarks
BenchmarkGemini 2.5 Flash-LiteGemma 2 9B
LMArena Non-English13691188
LMArena Chinese14041185
LMArena French13881190
LMArena German13891186
LMArena Japanese13591144
LMArena Korean13601137
LMArena Russian13731200
LMArena Spanish13961200

Instruction Following Gemini 2.5 Flash-Lite leads

Gemini 2.5 Flash-Lite: 70.0 (#168), Gemma 2 9B: 57.6 (#269)

Instruction Following benchmarks
BenchmarkGemini 2.5 Flash-LiteGemma 2 9B
LMArena Instruction Following13671178
LiveBench Instruction Following—52.6%
IFEval81%—

Long Context Gemma 2 9B leads

Gemini 2.5 Flash-Lite: 33.3 (#262), Gemma 2 9B: 36.3 (#233)

Long Context benchmarks
BenchmarkGemini 2.5 Flash-LiteGemma 2 9B
LMArena Longer Query13731197
Fiction.LiveBench47.2%—

Writing & Preference Gemini 2.5 Flash-Lite leads

Gemini 2.5 Flash-Lite: 56.8 (#135), Gemma 2 9B: 32.1 (#281)

Writing & Preference benchmarks
BenchmarkGemini 2.5 Flash-LiteGemma 2 9B
LMArena Text13791207
LMArena Creative Writing13671206
LMArena Multi-Turn13661193
EQ-Bench Creative Writing—841
WildBench81.8%—
LiveBench Language—25.5%

Frequently asked questions

Is Gemini 2.5 Flash-Lite better than Gemma 2 9B?

Gemini 2.5 Flash-Lite is the stronger model overall, scoring 37.0 to 25.9 on the Noometry Index.

Is Gemini 2.5 Flash-Lite or Gemma 2 9B better for coding?

Gemini 2.5 Flash-Lite scores higher on coding benchmarks: 38.5 versus 29.4 in the Noometry coding category.

How many benchmarks do Gemini 2.5 Flash-Lite and Gemma 2 9B share?

18 benchmarks have published results for both models. Gemini 2.5 Flash-Lite has 33 scored results on Noometry and Gemma 2 9B has 35.

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