Model comparison

Ministral 3B vs StarCoder 2 7B

Ministral 3B has enough public results to be ranked (#336); StarCoder 2 7B does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

Ministral 3B Mistral AI

25.6

Rank #336 Confirmed

StarCoder 2 7B NVIDIA

36.5

Unranked Sparse

Summary

  • They share 1 benchmark with published results for both.

Side by side

Ministral 3B and StarCoder 2 7B specifications
Ministral 3BStarCoder 2 7B
ProviderMistral AINVIDIA
Noometry Index25.636.5
Released2024-10-012024-02-20
WeightsOpenOpen
Context window128K—
Max output128K—
Input $ / M tokens$0.04—
Output $ / M tokens$0.04—
Results tracked67

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Category by category

Coding Not comparable

Ministral 3B: —, StarCoder 2 7B: 34.2

Coding benchmarks
BenchmarkMinistral 3BStarCoder 2 7B
BigCodeBench Complete—27.7%
HumanEval+—29.9%

Reasoning Not comparable

Ministral 3B: 17.7 (#278), StarCoder 2 7B: —

Reasoning benchmarks
BenchmarkMinistral 3BStarCoder 2 7B
Epoch Capabilities Index118.0892.92
DTBench51.7%—
LMCA5.5%—
WinoGrande—57.1%

Math Not comparable

Ministral 3B: 24.5 (#257), StarCoder 2 7B: —

Math benchmarks
BenchmarkMinistral 3BStarCoder 2 7B
MATH Level 514.4%—
GSM8K—32.7%

Knowledge Not comparable

Ministral 3B: 10.4 (#297), StarCoder 2 7B: —

Knowledge benchmarks
BenchmarkMinistral 3BStarCoder 2 7B
GPQA Diamond25.3%—
Vectara Hallucination Rate7.3%—
ARC (AI2) Challenge—38.7%
MMLU—38.8%

Frequently asked questions

Is Ministral 3B better than StarCoder 2 7B?

Ministral 3B has enough public results to be ranked (#336); StarCoder 2 7B does not yet, so treat this comparison as directional.

How many benchmarks do Ministral 3B and StarCoder 2 7B share?

1 benchmark has published results for both models. Ministral 3B has 6 scored results on Noometry and StarCoder 2 7B has 7.

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