Noometry

Model comparison

Gemini 3.8 Flash vs Gemma 2 2b IT

Gemini 3.8 Flash is the stronger model overall, scoring 61.8 to 33.1 on the Noometry Index.

Last verified . 17 shared benchmarks.

Gemini 3.8 Flash Google

61.8

Rank #11 Confirmed

Gemma 2 2b IT Google

33.1

Rank #248 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Gemini 3.8 Flash scores higher in 8 categories and Gemma 2 2b IT in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Gemini 3.8 Flash leads 76.9 to 21.4.
  • Gemma 2 2b IT has downloadable open weights; the other is API-only.

Side by side

Gemini 3.8 FlashGemma 2 2b IT
ProviderGoogleGoogle
Noometry Index61.833.1
Released2026-09-02—
WeightsProprietaryOpen
Context window1.05M—
Max output66K—
Input $ / M tokens$0.75—
Output $ / M tokens$3.75—
Results tracked5017

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Category by category

Coding Gemini 3.8 Flash leads

Gemini 3.8 Flash: 59.2 (#15), Gemma 2 2b IT: 32.3 (#273)

BenchmarkGemini 3.8 FlashGemma 2 2b IT
LMArena Coding15101112
DeepSWE73.8%—
FrontierCode41.2%—
CursorBench39.6%—
LMArena WebDev1584—
FrontierSWE19.6%—
SciCode56.6%—
WeirdML84.8%—
ALE-Bench1,270—

Agentic & Tool Use Not comparable

Gemini 3.8 Flash: 41.8 (#21), Gemma 2 2b IT: —

BenchmarkGemini 3.8 FlashGemma 2 2b IT
APEX-Agents64.3%—
Remote Labor Index5.8%—
GDP.pdf23.4%—
Vending-Bench 25,094—

Reasoning Gemini 3.8 Flash leads

Gemini 3.8 Flash: 76.9 (#5), Gemma 2 2b IT: 21.4 (#224)

BenchmarkGemini 3.8 FlashGemma 2 2b IT
LMArena Hard Prompts15081113
ARC-AGI-289.2%—
NYT Connections (extended)97.4%—
ARC-AGI-198.5%—
CritPt18.3%—
Chess Puzzles61%—
Mystery Game Puzzles47%—
DTBench95.7%—
LMCA52.9%—
Surface Evolver Bench76.9%—
Epoch Capabilities Index156.71—

Math Gemini 3.8 Flash leads

Gemini 3.8 Flash: 65.3 (#28), Gemma 2 2b IT: 32.6 (#212)

BenchmarkGemini 3.8 FlashGemma 2 2b IT
LMArena Math15281135
FrontierMath (Tiers 1-3)68.4%—
FrontierMath Tier 422%—
OTIS Mock AIME 2024-202598.9%—
ProofBench48%—

Knowledge Gemini 3.8 Flash leads

Gemini 3.8 Flash: 74.8 (#2), Gemma 2 2b IT: 29.9 (#231)

BenchmarkGemini 3.8 FlashGemma 2 2b IT
LMArena Expert15241096
GPQA Diamond95.4%—
Humanity's Last Exam44.5%—
SimpleQA Verified69.7%—

Multimodal Not comparable

Gemini 3.8 Flash: 40.7 (#45), Gemma 2 2b IT: —

BenchmarkGemini 3.8 FlashGemma 2 2b IT
LMArena Vision1314—
Blueprint-Bench 238.6%—
Furniture Assembly31.7%—

Multilingual Gemini 3.8 Flash leads

Gemini 3.8 Flash: 58.0 (#5), Gemma 2 2b IT: 32.3 (#257)

BenchmarkGemini 3.8 FlashGemma 2 2b IT
LMArena Non-English14911121
LMArena Chinese15541132
LMArena French14981157
LMArena German14931114
LMArena Japanese15021083
LMArena Korean14591055
LMArena Russian15151118
LMArena Spanish14851140

Instruction Following Gemini 3.8 Flash leads

Gemini 3.8 Flash: 78.0 (#13), Gemma 2 2b IT: 57.8 (#263)

BenchmarkGemini 3.8 FlashGemma 2 2b IT
LMArena Instruction Following14901118

Long Context Gemini 3.8 Flash leads

Gemini 3.8 Flash: 46.3 (#24), Gemma 2 2b IT: 34.3 (#250)

BenchmarkGemini 3.8 FlashGemma 2 2b IT
LMArena Longer Query15081130

Writing & Preference Gemini 3.8 Flash leads

Gemini 3.8 Flash: 72.2 (#15), Gemma 2 2b IT: 36.5 (#263)

BenchmarkGemini 3.8 FlashGemma 2 2b IT
LMArena Text14991156
LMArena Creative Writing14921147
LMArena Multi-Turn15011118
EQ-Bench Creative Writing1748—

Frequently asked questions

Is Gemini 3.8 Flash better than Gemma 2 2b IT?

Gemini 3.8 Flash is the stronger model overall, scoring 61.8 to 33.1 on the Noometry Index.

Is Gemini 3.8 Flash or Gemma 2 2b IT better for coding?

Gemini 3.8 Flash scores higher on coding benchmarks: 59.2 versus 32.3 in the Noometry coding category.

How many benchmarks do Gemini 3.8 Flash and Gemma 2 2b IT share?

17 benchmarks have published results for both models. Gemini 3.8 Flash has 50 scored results on Noometry and Gemma 2 2b IT has 17.

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