Model comparison

DeepSeek Coder 1.3B vs Gemma 3 1B

Gemma 3 1B has enough public results to be ranked (#353); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

DeepSeek Coder 1.3B DeepSeek

35.0

Unranked Sparse

Gemma 3 1B Google

21.1

Rank #353 Reported

Side by side

DeepSeek Coder 1.3B and Gemma 3 1B specifications
DeepSeek Coder 1.3BGemma 3 1B
ProviderDeepSeekGoogle
Noometry Index35.021.1
Released2023-11-022025-03-12
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked94

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Category by category

Coding Not comparable

DeepSeek Coder 1.3B: 31.2 (#287), Gemma 3 1B: —

Coding benchmarks
BenchmarkDeepSeek Coder 1.3BGemma 3 1B
BigCodeBench Instruct22.8%—
BigCodeBench Complete29.6%—
HumanEval+60.4%—
MBPP+54.8%—

Agentic & Tool Use Not comparable

DeepSeek Coder 1.3B: —, Gemma 3 1B: 13.7 (#152)

Agentic & Tool Use benchmarks
BenchmarkDeepSeek Coder 1.3BGemma 3 1B
Berkeley Function Calling Leaderboard—7.2%

Reasoning Not comparable

DeepSeek Coder 1.3B: —, Gemma 3 1B: 19.2 (#264)

Reasoning benchmarks
BenchmarkDeepSeek Coder 1.3BGemma 3 1B
Chess Puzzles—0%
Epoch Capabilities Index63.6—
WinoGrande53.3%—

Math Not comparable

DeepSeek Coder 1.3B: —, Gemma 3 1B: 10.2 (#316)

Math benchmarks
BenchmarkDeepSeek Coder 1.3BGemma 3 1B
OTIS Mock AIME 2024-2025—1.1%
GSM8K4.4%—

Knowledge Not comparable

DeepSeek Coder 1.3B: —, Gemma 3 1B: 7.0 (#314)

Knowledge benchmarks
BenchmarkDeepSeek Coder 1.3BGemma 3 1B
GPQA Diamond—19.9%
ARC (AI2) Challenge25.4%—
MMLU25.8%—

Frequently asked questions

Is DeepSeek Coder 1.3B better than Gemma 3 1B?

Gemma 3 1B has enough public results to be ranked (#353); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

How many benchmarks do DeepSeek Coder 1.3B and Gemma 3 1B share?

0 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and Gemma 3 1B has 4.

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