Model comparison

Gemma 2B vs Qwen2.5 14B Instruct

Gemma 2B has enough public results to be ranked (#307); Qwen2.5 14B Instruct does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

Gemma 2B Google

29.6

Rank #307 Confirmed

Summary

  • They share 1 benchmark with published results for both. Gemma 2B scores higher in 0 categories and Qwen2.5 14B Instruct in 1 category; one gap is clear of the uncertainty.
  • The widest gap is in coding, where Qwen2.5 14B Instruct leads 37.7 to 29.4.

Side by side

Gemma 2B and Qwen2.5 14B Instruct specifications
Gemma 2BQwen2.5 14B Instruct
ProviderGoogleAlibaba (Qwen)
Noometry Index29.638.7
Released2024-02-212024-09
WeightsOpenOpen
Context window—131K
Max output—8K
Input $ / M tokens—$0.35
Output $ / M tokens—$1.40
Results tracked233

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Category by category

Coding Qwen2.5 14B Instruct leads

Gemma 2B: 29.4 (#305), Qwen2.5 14B Instruct: 37.7 (#191)

Coding benchmarks
BenchmarkGemma 2BQwen2.5 14B Instruct
BigCodeBench Instruct—39.8%
LMArena Coding1010—
BigCodeBench Complete—52.2%
HumanEval+20.7%—
MBPP+34.1%—

Reasoning Not comparable

Gemma 2B: 18.8 (#275), Qwen2.5 14B Instruct: —

Reasoning benchmarks
BenchmarkGemma 2BQwen2.5 14B Instruct
LMArena Hard Prompts989—
BIG-Bench Hard35.2%—
Epoch Capabilities Index94.2—
HellaSwag71.4%—
PIQA77.3%—
WinoGrande65.4%—

Math Not comparable

Gemma 2B: 30.0 (#239), Qwen2.5 14B Instruct: —

Math benchmarks
BenchmarkGemma 2BQwen2.5 14B Instruct
LMArena Math1009—
GSM8K17.7%—

Knowledge Not comparable

Gemma 2B: —, Qwen2.5 14B Instruct: —

Knowledge benchmarks
BenchmarkGemma 2BQwen2.5 14B Instruct
MMLU42.3%79.9%
ARC (AI2) Challenge42.1%—
BoolQ69.4%—
TriviaQA53.2%—

Multilingual Not comparable

Gemma 2B: 23.0 (#294), Qwen2.5 14B Instruct: —

Multilingual benchmarks
BenchmarkGemma 2BQwen2.5 14B Instruct
LMArena Non-English958—
LMArena Chinese986—
LMArena Russian937—

Instruction Following Not comparable

Gemma 2B: 48.5 (#302), Qwen2.5 14B Instruct: —

Instruction Following benchmarks
BenchmarkGemma 2BQwen2.5 14B Instruct
LMArena Instruction Following970—

Long Context Not comparable

Gemma 2B: 29.9 (#291), Qwen2.5 14B Instruct: —

Long Context benchmarks
BenchmarkGemma 2BQwen2.5 14B Instruct
LMArena Longer Query981—

Writing & Preference Not comparable

Gemma 2B: 24.0 (#308), Qwen2.5 14B Instruct: —

Writing & Preference benchmarks
BenchmarkGemma 2BQwen2.5 14B Instruct
LMArena Text1002—
LMArena Creative Writing987—
LMArena Multi-Turn945—

Frequently asked questions

Is Gemma 2B better than Qwen2.5 14B Instruct?

Gemma 2B has enough public results to be ranked (#307); Qwen2.5 14B Instruct does not yet, so treat this comparison as directional.

Is Gemma 2B or Qwen2.5 14B Instruct better for coding?

Qwen2.5 14B Instruct scores higher on coding benchmarks: 37.7 versus 29.4 in the Noometry coding category.

How many benchmarks do Gemma 2B and Qwen2.5 14B Instruct share?

1 benchmark has published results for both models. Gemma 2B has 23 scored results on Noometry and Qwen2.5 14B Instruct has 3.

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