Model comparison

DeepSeek Coder 33B vs Gemma 1.1 2b IT

Gemma 1.1 2b IT has enough public results to be ranked (#313); DeepSeek Coder 33B does not yet, so treat this comparison as directional.

Last verified . 2 shared benchmarks.

DeepSeek Coder 33B DeepSeek

38.9

Unranked Sparse

Gemma 1.1 2b IT Google

29.3

Rank #313 Confirmed

Summary

  • They share 2 benchmarks with published results for both. DeepSeek Coder 33B scores higher in 1 category and Gemma 1.1 2b IT in 0 categories; one gap is clear of the uncertainty.
  • The widest gap is in coding, where DeepSeek Coder 33B leads 38.0 to 30.1.

Side by side

DeepSeek Coder 33B and Gemma 1.1 2b IT specifications
DeepSeek Coder 33BGemma 1.1 2b IT
ProviderDeepSeekGoogle
Noometry Index38.929.3
Released2023-11-02—
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked916

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Category by category

Coding DeepSeek Coder 33B leads

DeepSeek Coder 33B: 38.0 (#184), Gemma 1.1 2b IT: 30.1 (#299)

Coding benchmarks
BenchmarkDeepSeek Coder 33BGemma 1.1 2b IT
HumanEval+75%17.7%
MBPP+70.1%23.3%
BigCodeBench Instruct42%—
LMArena Coding—1034
BigCodeBench Complete51.1%—

Reasoning Not comparable

DeepSeek Coder 33B: —, Gemma 1.1 2b IT: 19.1 (#270)

Reasoning benchmarks
BenchmarkDeepSeek Coder 33BGemma 1.1 2b IT
LMArena Hard Prompts—1005
Epoch Capabilities Index96.32—
WinoGrande62%—

Math Not comparable

DeepSeek Coder 33B: —, Gemma 1.1 2b IT: 30.8 (#232)

Math benchmarks
BenchmarkDeepSeek Coder 33BGemma 1.1 2b IT
LMArena Math—1047
GSM8K35.4%—

Knowledge Not comparable

DeepSeek Coder 33B: —, Gemma 1.1 2b IT: 26.5 (#258)

Knowledge benchmarks
BenchmarkDeepSeek Coder 33BGemma 1.1 2b IT
LMArena Expert—970
ARC (AI2) Challenge42.2%—
MMLU39.4%—

Multilingual Not comparable

DeepSeek Coder 33B: —, Gemma 1.1 2b IT: 24.6 (#289)

Multilingual benchmarks
BenchmarkDeepSeek Coder 33BGemma 1.1 2b IT
LMArena Non-English—988
LMArena Chinese—1012
LMArena German—944
LMArena Korean—899
LMArena Russian—990

Instruction Following Not comparable

DeepSeek Coder 33B: —, Gemma 1.1 2b IT: 49.9 (#299)

Instruction Following benchmarks
BenchmarkDeepSeek Coder 33BGemma 1.1 2b IT
LMArena Instruction Following—992

Long Context Not comparable

DeepSeek Coder 33B: —, Gemma 1.1 2b IT: 30.6 (#286)

Long Context benchmarks
BenchmarkDeepSeek Coder 33BGemma 1.1 2b IT
LMArena Longer Query—1003

Writing & Preference Not comparable

DeepSeek Coder 33B: —, Gemma 1.1 2b IT: 25.1 (#306)

Writing & Preference benchmarks
BenchmarkDeepSeek Coder 33BGemma 1.1 2b IT
LMArena Text—1022
LMArena Creative Writing—998
LMArena Multi-Turn—959

Frequently asked questions

Is DeepSeek Coder 33B better than Gemma 1.1 2b IT?

Gemma 1.1 2b IT has enough public results to be ranked (#313); DeepSeek Coder 33B does not yet, so treat this comparison as directional.

Is DeepSeek Coder 33B or Gemma 1.1 2b IT better for coding?

DeepSeek Coder 33B scores higher on coding benchmarks: 38.0 versus 30.1 in the Noometry coding category.

How many benchmarks do DeepSeek Coder 33B and Gemma 1.1 2b IT share?

2 benchmarks have published results for both models. DeepSeek Coder 33B has 9 scored results on Noometry and Gemma 1.1 2b IT has 16.

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