Model comparison

DeepSeek Coder 6.7B vs Mistral Medium 3.1

Mistral Medium 3.1 has enough public results to be ranked (#266); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

DeepSeek Coder 6.7B DeepSeek

37.6

Unranked Sparse

Mistral Medium 3.1 Mistral AI

31.9

Rank #266 Reported

Summary

  • DeepSeek Coder 6.7B has downloadable open weights; the other is API-only.

Side by side

DeepSeek Coder 6.7B and Mistral Medium 3.1 specifications
DeepSeek Coder 6.7BMistral Medium 3.1
ProviderDeepSeekMistral AI
Noometry Index37.631.9
Released2023-11-02—
WeightsOpenProprietary
Context window—131K
Max output—105K
Input $ / M tokens—$0.40
Output $ / M tokens—$2
Results tracked93

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Category by category

Coding Not comparable

DeepSeek Coder 6.7B: 35.8 (#219), Mistral Medium 3.1: —

Coding benchmarks
BenchmarkDeepSeek Coder 6.7BMistral Medium 3.1
BigCodeBench Instruct35.5%—
BigCodeBench Complete43.8%—
HumanEval+71.3%—
MBPP+65.6%—

Reasoning Not comparable

DeepSeek Coder 6.7B: —, Mistral Medium 3.1: 10.6 (#341)

Reasoning benchmarks
BenchmarkDeepSeek Coder 6.7BMistral Medium 3.1
NYT Connections (extended)—6.5%
Thematic Generalization—20.3%
Epoch Capabilities Index89.62—
WinoGrande57.6%—

Math Not comparable

DeepSeek Coder 6.7B: —, Mistral Medium 3.1: —

Math benchmarks
BenchmarkDeepSeek Coder 6.7BMistral Medium 3.1
GSM8K21.3%—

Knowledge Not comparable

DeepSeek Coder 6.7B: —, Mistral Medium 3.1: —

Knowledge benchmarks
BenchmarkDeepSeek Coder 6.7BMistral Medium 3.1
ARC (AI2) Challenge36.4%—
MMLU36.4%—

Writing & Preference Not comparable

DeepSeek Coder 6.7B: —, Mistral Medium 3.1: 55.5 (#145)

Writing & Preference benchmarks
BenchmarkDeepSeek Coder 6.7BMistral Medium 3.1
EQ-Bench Creative Writing—1476

Frequently asked questions

Is DeepSeek Coder 6.7B better than Mistral Medium 3.1?

Mistral Medium 3.1 has enough public results to be ranked (#266); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

How many benchmarks do DeepSeek Coder 6.7B and Mistral Medium 3.1 share?

0 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Mistral Medium 3.1 has 3.

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