Model comparison

Mistral Small vs phi-3-medium 14B

Mistral Small is the stronger model overall, scoring 33.4 to 29.7 on the Noometry Index.

Last verified . 5 shared benchmarks.

Mistral Small Mistral AI

33.4

Rank #243 Confirmed

phi-3-medium 14B Microsoft

29.7

Rank #306 Reported

Summary

  • They share 5 benchmarks with published results for both. Mistral Small scores higher in 1 category and phi-3-medium 14B in 2 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Mistral Small leads 31.0 to 9.1.
  • The biggest single-benchmark swing is MATH Level 5: 46.8% for Mistral Small and 17.6% for phi-3-medium 14B.

Side by side

Mistral Small and phi-3-medium 14B specifications
Mistral Smallphi-3-medium 14B
ProviderMistral AIMicrosoft
Noometry Index33.429.7
Released2024-02-262024-04-23
WeightsOpenOpen
Context window262K—
Max output256K—
Input $ / M tokens$0.15—
Output $ / M tokens$0.60—
Results tracked3913

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Category by category

Coding phi-3-medium 14B leads

Mistral Small: 34.0 (#247), phi-3-medium 14B: 36.8 (#201)

Coding benchmarks
BenchmarkMistral Smallphi-3-medium 14B
BigCodeBench Instruct36.1%37.6%
BigCodeBench Complete46.6%48.7%
SciCode26.5%—
LiveBench Coding36.2%—
LMArena Coding1362—
ALE-Bench497.62—

Agentic & Tool Use Not comparable

Mistral Small: 28.1 (#93), phi-3-medium 14B: —

Agentic & Tool Use benchmarks
BenchmarkMistral Smallphi-3-medium 14B
Berkeley Function Calling Leaderboard37.1%—

Reasoning Not comparable

Mistral Small: 19.8 (#250), phi-3-medium 14B: —

Reasoning benchmarks
BenchmarkMistral Smallphi-3-medium 14B
Kagi LLM Benchmark37.8%—
CritPt0%—
LiveBench Reasoning44.8%—
LMArena Hard Prompts1335—
DTBench70.9%—
LiveBench Data Analysis53.7%—
LMCA20.6%—
Adversarial NLI—55.8%
BIG-Bench Hard—81.4%
Epoch Capabilities Index—121.23
HellaSwag—82.4%
LiveBench44%—
WinoGrande—81.5%

Math phi-3-medium 14B leads

Mistral Small: 16.4 (#293), phi-3-medium 14B: 27.3 (#250)

Math benchmarks
BenchmarkMistral Smallphi-3-medium 14B
MATH Level 546.8%17.6%
OTIS Mock AIME 2024-20255.8%—
LiveBench Math39.9%—
LMArena Math1341—

Knowledge Mistral Small leads

Mistral Small: 31.0 (#222), phi-3-medium 14B: 9.1 (#306)

Knowledge benchmarks
BenchmarkMistral Smallphi-3-medium 14B
GPQA Diamond47.5%27.6%
MMLU68.7%78%
Vectara Hallucination Rate5.1%—
LMArena Expert1291—
ARC (AI2) Challenge—91.6%
OpenBookQA—87.4%
TriviaQA—73.9%

Multimodal Not comparable

Mistral Small: 33.5 (#96), phi-3-medium 14B: —

Multimodal benchmarks
BenchmarkMistral Smallphi-3-medium 14B
LMArena Vision1142—

Multilingual Not comparable

Mistral Small: 45.5 (#169), phi-3-medium 14B: —

Multilingual benchmarks
BenchmarkMistral Smallphi-3-medium 14B
LMArena Non-English1315—
LMArena Chinese1340—
LMArena French1337—
LMArena German1340—
LMArena Japanese1275—
LMArena Korean1259—
LMArena Russian1324—
LMArena Spanish1346—

Instruction Following Not comparable

Mistral Small: 66.4 (#209), phi-3-medium 14B: —

Instruction Following benchmarks
BenchmarkMistral Smallphi-3-medium 14B
LiveBench Instruction Following63.7%—
LMArena Instruction Following1310—

Long Context Not comparable

Mistral Small: 40.4 (#156), phi-3-medium 14B: —

Long Context benchmarks
BenchmarkMistral Smallphi-3-medium 14B
LMArena Longer Query1327—

Writing & Preference Not comparable

Mistral Small: 52.5 (#171), phi-3-medium 14B: —

Writing & Preference benchmarks
BenchmarkMistral Smallphi-3-medium 14B
LMArena Text1338—
LMArena Creative Writing1305—
LMArena Multi-Turn1344—
LiveBench Language30.5%—

Frequently asked questions

Is Mistral Small better than phi-3-medium 14B?

Mistral Small is the stronger model overall, scoring 33.4 to 29.7 on the Noometry Index.

Is Mistral Small or phi-3-medium 14B better for coding?

phi-3-medium 14B scores higher on coding benchmarks: 36.8 versus 34.0 in the Noometry coding category.

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

5 benchmarks have published results for both models. Mistral Small has 39 scored results on Noometry and phi-3-medium 14B has 13.

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