Model comparison

DeepSeek Coder 1.3B vs Olmo 3.1 32b Instruct

Olmo 3.1 32b Instruct has enough public results to be ranked (#168); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

Summary

  • The widest gap is in coding, where Olmo 3.1 32b Instruct leads 39.5 to 31.2.

Side by side

DeepSeek Coder 1.3B and Olmo 3.1 32b Instruct specifications
DeepSeek Coder 1.3BOlmo 3.1 32b Instruct
ProviderDeepSeekAllen Institute for AI (Ai2)
Noometry Index35.039.4
Released2023-11-02—
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked916

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Category by category

Coding Olmo 3.1 32b Instruct leads

DeepSeek Coder 1.3B: 31.2 (#287), Olmo 3.1 32b Instruct: 39.5 (#157)

Coding benchmarks
BenchmarkDeepSeek Coder 1.3BOlmo 3.1 32b Instruct
BigCodeBench Instruct22.8%—
LMArena Coding—1347
BigCodeBench Complete29.6%—
HumanEval+60.4%—
MBPP+54.8%—

Reasoning Not comparable

DeepSeek Coder 1.3B: —, Olmo 3.1 32b Instruct: 26.4 (#132)

Reasoning benchmarks
BenchmarkDeepSeek Coder 1.3BOlmo 3.1 32b Instruct
LMArena Hard Prompts—1322
Epoch Capabilities Index63.6—
WinoGrande53.3%—

Math Not comparable

DeepSeek Coder 1.3B: —, Olmo 3.1 32b Instruct: 36.3 (#167)

Math benchmarks
BenchmarkDeepSeek Coder 1.3BOlmo 3.1 32b Instruct
LMArena Math—1305
GSM8K4.4%—

Knowledge Not comparable

DeepSeek Coder 1.3B: —, Olmo 3.1 32b Instruct: 36.1 (#175)

Knowledge benchmarks
BenchmarkDeepSeek Coder 1.3BOlmo 3.1 32b Instruct
LMArena Expert—1308
ARC (AI2) Challenge25.4%—
MMLU25.8%—

Multilingual Not comparable

DeepSeek Coder 1.3B: —, Olmo 3.1 32b Instruct: 42.6 (#191)

Multilingual benchmarks
BenchmarkDeepSeek Coder 1.3BOlmo 3.1 32b Instruct
LMArena Non-English—1275
LMArena Chinese—1304
LMArena French—1328
LMArena German—1282
LMArena Korean—1206
LMArena Russian—1268
LMArena Spanish—1336

Instruction Following Not comparable

DeepSeek Coder 1.3B: —, Olmo 3.1 32b Instruct: 68.6 (#187)

Instruction Following benchmarks
BenchmarkDeepSeek Coder 1.3BOlmo 3.1 32b Instruct
LMArena Instruction Following—1299

Long Context Not comparable

DeepSeek Coder 1.3B: —, Olmo 3.1 32b Instruct: 39.9 (#166)

Long Context benchmarks
BenchmarkDeepSeek Coder 1.3BOlmo 3.1 32b Instruct
LMArena Longer Query—1312

Writing & Preference Not comparable

DeepSeek Coder 1.3B: —, Olmo 3.1 32b Instruct: 50.2 (#185)

Writing & Preference benchmarks
BenchmarkDeepSeek Coder 1.3BOlmo 3.1 32b Instruct
LMArena Text—1311
LMArena Creative Writing—1264
LMArena Multi-Turn—1309

Frequently asked questions

Is DeepSeek Coder 1.3B better than Olmo 3.1 32b Instruct?

Olmo 3.1 32b Instruct has enough public results to be ranked (#168); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Is DeepSeek Coder 1.3B or Olmo 3.1 32b Instruct better for coding?

Olmo 3.1 32b Instruct scores higher on coding benchmarks: 39.5 versus 31.2 in the Noometry coding category.

How many benchmarks do DeepSeek Coder 1.3B and Olmo 3.1 32b Instruct share?

0 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and Olmo 3.1 32b Instruct has 16.

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