Model comparison

Ministral 3B vs phi-3-medium 14B

phi-3-medium 14B is the stronger model overall, scoring 29.7 to 26.2 on the Noometry Index.

Last verified . 3 shared benchmarks.

Ministral 3B Mistral AI

26.2

Rank #338 Confirmed

phi-3-medium 14B Microsoft

29.7

Rank #306 Reported

Summary

  • They share 3 benchmarks with published results for both. Ministral 3B scores higher in 1 category and phi-3-medium 14B in 1 category; one gap is clear of the uncertainty.

Side by side

Ministral 3B and phi-3-medium 14B specifications
Ministral 3Bphi-3-medium 14B
ProviderMistral AIMicrosoft
Noometry Index26.229.7
Released2024-10-012024-04-23
WeightsOpenOpen
Context window131K—
Max output262K—
Input $ / M tokens$0.10—
Output $ / M tokens$0.10—
Results tracked613

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Category by category

Coding Not comparable

Ministral 3B: —, phi-3-medium 14B: 36.8 (#201)

Coding benchmarks
BenchmarkMinistral 3Bphi-3-medium 14B
BigCodeBench Instruct—37.6%
BigCodeBench Complete—48.7%

Reasoning Not comparable

Ministral 3B: 18.4 (#282), phi-3-medium 14B: —

Reasoning benchmarks
BenchmarkMinistral 3Bphi-3-medium 14B
Epoch Capabilities Index118.1121.23
DTBench51.7%—
LMCA5.5%—
Adversarial NLI—55.8%
BIG-Bench Hard—81.4%
HellaSwag—82.4%
WinoGrande—81.5%

Math Too close to call

Ministral 3B: 26.6 (#258), phi-3-medium 14B: 27.3 (#250)

Math benchmarks
BenchmarkMinistral 3Bphi-3-medium 14B
MATH Level 514.4%17.6%

Knowledge Ministral 3B leads

Ministral 3B: 10.4 (#302), phi-3-medium 14B: 9.1 (#306)

Knowledge benchmarks
BenchmarkMinistral 3Bphi-3-medium 14B
GPQA Diamond25.3%27.6%
Vectara Hallucination Rate7.3%—
ARC (AI2) Challenge—91.6%
MMLU—78%
OpenBookQA—87.4%
TriviaQA—73.9%

Frequently asked questions

Is Ministral 3B better than phi-3-medium 14B?

phi-3-medium 14B is the stronger model overall, scoring 29.7 to 26.2 on the Noometry Index.

How many benchmarks do Ministral 3B and phi-3-medium 14B share?

3 benchmarks have published results for both models. Ministral 3B has 6 scored results on Noometry and phi-3-medium 14B has 13.

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