Model comparison

Claude 2.1 vs Gemma 4 31B IT

Gemma 4 31B IT is the stronger model overall, scoring 43.5 to 25.2 on the Noometry Index.

Last verified . 5 shared benchmarks.

Claude 2.1 Anthropic

25.2

Rank #345 Reported

Gemma 4 31B IT Google

43.5

Rank #90 Confirmed

Summary

  • They share 5 benchmarks with published results for both. Claude 2.1 scores higher in 0 categories and Gemma 4 31B IT in 4 categories; 4 gaps are clear of the uncertainty.
  • The widest gap is in math, where Gemma 4 31B IT leads 43.2 to 10.2.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 1.9% for Claude 2.1 and 73.3% for Gemma 4 31B IT.
  • Gemma 4 31B IT has downloadable open weights; the other is API-only.

Side by side

Claude 2.1 and Gemma 4 31B IT specifications
Claude 2.1Gemma 4 31B IT
ProviderAnthropicGoogle
Noometry Index25.243.5
Released2023-11-212026-04-02
WeightsProprietaryOpen
Context window—262K
Max output—33K
Input $ / M tokens—$0.09
Output $ / M tokens—$0.34
Results tracked735

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Category by category

Coding Gemma 4 31B IT leads

Claude 2.1: 26.2 (#327), Gemma 4 31B IT: 42.3 (#108)

Coding benchmarks
BenchmarkClaude 2.1Gemma 4 31B IT
WeirdML7.1%52.3%
LMArena WebDev—1366
SciCode—43.4%
LMArena Coding—1459
ALE-Bench—925.5

Reasoning Gemma 4 31B IT leads

Claude 2.1: 21.4 (#221), Gemma 4 31B IT: 27.2 (#122)

Reasoning benchmarks
BenchmarkClaude 2.1Gemma 4 31B IT
DTBench51%82.7%
Epoch Capabilities Index119.27142.74
Kagi LLM Benchmark—63.5%
NYT Connections (extended)—70.6%
CritPt—1.4%
Chess Puzzles—5%
Thematic Generalization—53%
LMArena Hard Prompts—1448
LMCA—39.3%
Surface Evolver Bench—30.6%
ForecastBench54.2—

Math Gemma 4 31B IT leads

Claude 2.1: 10.2 (#315), Gemma 4 31B IT: 43.2 (#81)

Math benchmarks
BenchmarkClaude 2.1Gemma 4 31B IT
OTIS Mock AIME 2024-20251.9%73.3%
LMArena Math—1465

Knowledge Gemma 4 31B IT leads

Claude 2.1: 15.4 (#292), Gemma 4 31B IT: 37.9 (#151)

Knowledge benchmarks
BenchmarkClaude 2.1Gemma 4 31B IT
GPQA Diamond33%75.8%
SimpleQA Verified—10.4%
Vectara Hallucination Rate—7.4%
LMArena Expert—1465
MMLU73.5%—

Multimodal Not comparable

Claude 2.1: —, Gemma 4 31B IT: 41.6 (#34)

Multimodal benchmarks
BenchmarkClaude 2.1Gemma 4 31B IT
LMArena Vision—1277
LMArena Document—1425

Multilingual Not comparable

Claude 2.1: —, Gemma 4 31B IT: 53.8 (#57)

Multilingual benchmarks
BenchmarkClaude 2.1Gemma 4 31B IT
LMArena Non-English—1431
LMArena Chinese—1476
LMArena French—1435
LMArena Russian—1460
LMArena Spanish—1444

Instruction Following Not comparable

Claude 2.1: —, Gemma 4 31B IT: 75.5 (#61)

Instruction Following benchmarks
BenchmarkClaude 2.1Gemma 4 31B IT
LMArena Instruction Following—1433

Long Context Not comparable

Claude 2.1: —, Gemma 4 31B IT: 44.2 (#71)

Long Context benchmarks
BenchmarkClaude 2.1Gemma 4 31B IT
LMArena Longer Query—1446

Writing & Preference Not comparable

Claude 2.1: —, Gemma 4 31B IT: 60.5 (#96)

Writing & Preference benchmarks
BenchmarkClaude 2.1Gemma 4 31B IT
LMArena Text—1443
LMArena Creative Writing—1415
EQ-Bench Creative Writing—1368
EQ-Bench 4—1120
LMArena Multi-Turn—1452

Frequently asked questions

Is Claude 2.1 better than Gemma 4 31B IT?

Gemma 4 31B IT is the stronger model overall, scoring 43.5 to 25.2 on the Noometry Index.

Is Claude 2.1 or Gemma 4 31B IT better for coding?

Gemma 4 31B IT scores higher on coding benchmarks: 42.3 versus 26.2 in the Noometry coding category.

How many benchmarks do Claude 2.1 and Gemma 4 31B IT share?

5 benchmarks have published results for both models. Claude 2.1 has 7 scored results on Noometry and Gemma 4 31B IT has 35.

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