Model comparison

Gemma 2B vs Gemma 4 31B IT

Gemma 4 31B IT is the stronger model overall, scoring 43.5 to 29.6 on the Noometry Index.

Last verified . 12 shared benchmarks.

Gemma 2B Google

29.6

Rank #307 Confirmed

Gemma 4 31B IT Google

43.5

Rank #90 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Gemma 2B scores higher in 0 categories and Gemma 4 31B IT in 7 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Gemma 4 31B IT leads 60.5 to 24.0.

Side by side

Gemma 2B and Gemma 4 31B IT specifications
Gemma 2BGemma 4 31B IT
ProviderGoogleGoogle
Noometry Index29.643.5
Released2024-02-212026-04-02
WeightsOpenOpen
Context window—262K
Max output—33K
Input $ / M tokens—$0.09
Output $ / M tokens—$0.34
Results tracked2335

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Category by category

Coding Gemma 4 31B IT leads

Gemma 2B: 29.4 (#305), Gemma 4 31B IT: 42.3 (#108)

Coding benchmarks
BenchmarkGemma 2BGemma 4 31B IT
LMArena Coding10101459
LMArena WebDev—1366
SciCode—43.4%
WeirdML—52.3%
ALE-Bench—925.5
HumanEval+20.7%—
MBPP+34.1%—

Reasoning Gemma 4 31B IT leads

Gemma 2B: 18.8 (#275), Gemma 4 31B IT: 27.2 (#122)

Reasoning benchmarks
BenchmarkGemma 2BGemma 4 31B IT
LMArena Hard Prompts9891448
Epoch Capabilities Index94.2142.74
Kagi LLM Benchmark—63.5%
NYT Connections (extended)—70.6%
CritPt—1.4%
Chess Puzzles—5%
Thematic Generalization—53%
DTBench—82.7%
LMCA—39.3%
Surface Evolver Bench—30.6%
BIG-Bench Hard35.2%—
HellaSwag71.4%—
PIQA77.3%—
WinoGrande65.4%—

Math Gemma 4 31B IT leads

Gemma 2B: 30.0 (#239), Gemma 4 31B IT: 43.2 (#81)

Math benchmarks
BenchmarkGemma 2BGemma 4 31B IT
LMArena Math10091465
OTIS Mock AIME 2024-2025—73.3%
GSM8K17.7%—

Knowledge Not comparable

Gemma 2B: —, Gemma 4 31B IT: 37.9 (#151)

Knowledge benchmarks
BenchmarkGemma 2BGemma 4 31B IT
GPQA Diamond—75.8%
SimpleQA Verified—10.4%
Vectara Hallucination Rate—7.4%
LMArena Expert—1465
ARC (AI2) Challenge42.1%—
BoolQ69.4%—
MMLU42.3%—
TriviaQA53.2%—

Multimodal Not comparable

Gemma 2B: —, Gemma 4 31B IT: 41.6 (#34)

Multimodal benchmarks
BenchmarkGemma 2BGemma 4 31B IT
LMArena Vision—1277
LMArena Document—1425

Multilingual Gemma 4 31B IT leads

Gemma 2B: 23.0 (#294), Gemma 4 31B IT: 53.8 (#57)

Multilingual benchmarks
BenchmarkGemma 2BGemma 4 31B IT
LMArena Non-English9581431
LMArena Chinese9861476
LMArena Russian9371460
LMArena French—1435
LMArena Spanish—1444

Instruction Following Gemma 4 31B IT leads

Gemma 2B: 48.5 (#302), Gemma 4 31B IT: 75.5 (#61)

Instruction Following benchmarks
BenchmarkGemma 2BGemma 4 31B IT
LMArena Instruction Following9701433

Long Context Gemma 4 31B IT leads

Gemma 2B: 29.9 (#291), Gemma 4 31B IT: 44.2 (#71)

Long Context benchmarks
BenchmarkGemma 2BGemma 4 31B IT
LMArena Longer Query9811446

Writing & Preference Gemma 4 31B IT leads

Gemma 2B: 24.0 (#308), Gemma 4 31B IT: 60.5 (#96)

Writing & Preference benchmarks
BenchmarkGemma 2BGemma 4 31B IT
LMArena Text10021443
LMArena Creative Writing9871415
LMArena Multi-Turn9451452
EQ-Bench Creative Writing—1368
EQ-Bench 4—1120

Frequently asked questions

Is Gemma 2B better than Gemma 4 31B IT?

Gemma 4 31B IT is the stronger model overall, scoring 43.5 to 29.6 on the Noometry Index.

Is Gemma 2B or Gemma 4 31B IT better for coding?

Gemma 4 31B IT scores higher on coding benchmarks: 42.3 versus 29.4 in the Noometry coding category.

How many benchmarks do Gemma 2B and Gemma 4 31B IT share?

12 benchmarks have published results for both models. Gemma 2B has 23 scored results on Noometry and Gemma 4 31B IT has 35.

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