Noometry

Model comparison

Gemini 3.8 Flash vs Gemma 3n E4b IT

Gemini 3.8 Flash is the stronger model overall, scoring 61.8 to 37.3 on the Noometry Index.

Last verified . 17 shared benchmarks.

Gemini 3.8 Flash Google

61.8

Rank #11 Confirmed

Gemma 3n E4b IT Google

37.3

Rank #206 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Gemini 3.8 Flash scores higher in 8 categories and Gemma 3n E4b 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 19.9.
  • Gemma 3n E4b IT has downloadable open weights; the other is API-only.

Side by side

Gemini 3.8 FlashGemma 3n E4b IT
ProviderGoogleGoogle
Noometry Index61.837.3
Released2026-09-02—
WeightsProprietaryOpen
Context window1.05M—
Max output66K—
Input $ / M tokens$0.75—
Output $ / M tokens$3.75—
Results tracked5018

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Category by category

Coding Gemini 3.8 Flash leads

Gemini 3.8 Flash: 59.2 (#15), Gemma 3n E4b IT: 37.0 (#198)

BenchmarkGemini 3.8 FlashGemma 3n E4b IT
LMArena Coding15101268
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 3n E4b IT: —

BenchmarkGemini 3.8 FlashGemma 3n E4b 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 3n E4b IT: 19.9 (#247)

BenchmarkGemini 3.8 FlashGemma 3n E4b IT
LMArena Hard Prompts15081284
ARC-AGI-289.2%—
Kagi LLM Benchmark—31.5%
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 3n E4b IT: 35.1 (#188)

BenchmarkGemini 3.8 FlashGemma 3n E4b IT
LMArena Math15281251
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 3n E4b IT: 34.2 (#198)

BenchmarkGemini 3.8 FlashGemma 3n E4b IT
LMArena Expert15241246
GPQA Diamond95.4%—
Humanity's Last Exam44.5%—
SimpleQA Verified69.7%—

Multimodal Not comparable

Gemini 3.8 Flash: 40.7 (#45), Gemma 3n E4b IT: —

BenchmarkGemini 3.8 FlashGemma 3n E4b IT
LMArena Vision1314—
Blueprint-Bench 238.6%—
Furniture Assembly31.7%—

Multilingual Gemini 3.8 Flash leads

Gemini 3.8 Flash: 58.0 (#5), Gemma 3n E4b IT: 43.4 (#183)

BenchmarkGemini 3.8 FlashGemma 3n E4b IT
LMArena Non-English14911285
LMArena Chinese15541309
LMArena French14981330
LMArena German14931311
LMArena Japanese15021272
LMArena Korean14591259
LMArena Russian15151288
LMArena Spanish14851305

Instruction Following Gemini 3.8 Flash leads

Gemini 3.8 Flash: 78.0 (#13), Gemma 3n E4b IT: 66.1 (#210)

BenchmarkGemini 3.8 FlashGemma 3n E4b IT
LMArena Instruction Following14901255

Long Context Gemini 3.8 Flash leads

Gemini 3.8 Flash: 46.3 (#24), Gemma 3n E4b IT: 38.7 (#191)

BenchmarkGemini 3.8 FlashGemma 3n E4b IT
LMArena Longer Query15081276

Writing & Preference Gemini 3.8 Flash leads

Gemini 3.8 Flash: 72.2 (#15), Gemma 3n E4b IT: 50.1 (#186)

BenchmarkGemini 3.8 FlashGemma 3n E4b IT
LMArena Text14991306
LMArena Creative Writing14921287
LMArena Multi-Turn15011276
EQ-Bench Creative Writing1748—

Frequently asked questions

Is Gemini 3.8 Flash better than Gemma 3n E4b IT?

Gemini 3.8 Flash is the stronger model overall, scoring 61.8 to 37.3 on the Noometry Index.

Is Gemini 3.8 Flash or Gemma 3n E4b IT better for coding?

Gemini 3.8 Flash scores higher on coding benchmarks: 59.2 versus 37.0 in the Noometry coding category.

How many benchmarks do Gemini 3.8 Flash and Gemma 3n E4b IT share?

17 benchmarks have published results for both models. Gemini 3.8 Flash has 50 scored results on Noometry and Gemma 3n E4b IT has 18.

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