Model comparison

Mistral Small vs Phi-2

Mistral Small has enough public results to be ranked (#243); Phi-2 does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

Mistral Small Mistral AI

33.4

Rank #243 Confirmed

Phi-2 Microsoft

—

Unranked

Summary

  • They share 1 benchmark with published results for both.

Side by side

Mistral Small and Phi-2 specifications
Mistral SmallPhi-2
ProviderMistral AIMicrosoft
Noometry Index33.4—
Released2024-02-262023-12-12
WeightsOpenOpen
Context window262K—
Max output256K—
Input $ / M tokens$0.15—
Output $ / M tokens$0.60—
Results tracked3911

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Category by category

Coding Not comparable

Mistral Small: 34.0 (#247), Phi-2: —

Coding benchmarks
BenchmarkMistral SmallPhi-2
SciCode26.5%—
BigCodeBench Instruct36.1%—
LiveBench Coding36.2%—
LMArena Coding1362—
BigCodeBench Complete46.6%—
ALE-Bench497.62—
HumanEval+—45.1%
MBPP+—54.2%

Agentic & Tool Use Not comparable

Mistral Small: 28.1 (#93), Phi-2: —

Agentic & Tool Use benchmarks
BenchmarkMistral SmallPhi-2
Berkeley Function Calling Leaderboard37.1%—

Reasoning Not comparable

Mistral Small: 19.8 (#250), Phi-2: —

Reasoning benchmarks
BenchmarkMistral SmallPhi-2
Kagi LLM Benchmark37.8%—
CritPt0%—
LiveBench Reasoning44.8%—
LMArena Hard Prompts1335—
DTBench70.9%—
LiveBench Data Analysis53.7%—
LMCA20.6%—
Adversarial NLI—42.5%
BIG-Bench Hard—59.4%
Epoch Capabilities Index—107.94
HellaSwag—53.6%
LiveBench44%—
WinoGrande—54.7%

Math Not comparable

Mistral Small: 16.4 (#293), Phi-2: —

Math benchmarks
BenchmarkMistral SmallPhi-2
OTIS Mock AIME 2024-20255.8%—
LiveBench Math39.9%—
LMArena Math1341—
MATH Level 546.8%—

Knowledge Not comparable

Mistral Small: 31.0 (#222), Phi-2: —

Knowledge benchmarks
BenchmarkMistral SmallPhi-2
MMLU68.7%58.4%
GPQA Diamond47.5%—
Vectara Hallucination Rate5.1%—
LMArena Expert1291—
ARC (AI2) Challenge—75.9%
OpenBookQA—73.6%
TriviaQA—45.2%

Multimodal Not comparable

Mistral Small: 33.5 (#96), Phi-2: —

Multimodal benchmarks
BenchmarkMistral SmallPhi-2
LMArena Vision1142—

Multilingual Not comparable

Mistral Small: 45.5 (#169), Phi-2: —

Multilingual benchmarks
BenchmarkMistral SmallPhi-2
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-2: —

Instruction Following benchmarks
BenchmarkMistral SmallPhi-2
LiveBench Instruction Following63.7%—
LMArena Instruction Following1310—

Long Context Not comparable

Mistral Small: 40.4 (#156), Phi-2: —

Long Context benchmarks
BenchmarkMistral SmallPhi-2
LMArena Longer Query1327—

Writing & Preference Not comparable

Mistral Small: 52.5 (#171), Phi-2: —

Writing & Preference benchmarks
BenchmarkMistral SmallPhi-2
LMArena Text1338—
LMArena Creative Writing1305—
LMArena Multi-Turn1344—
LiveBench Language30.5%—

Frequently asked questions

Is Mistral Small better than Phi-2?

Mistral Small has enough public results to be ranked (#243); Phi-2 does not yet, so treat this comparison as directional.

How many benchmarks do Mistral Small and Phi-2 share?

1 benchmark has published results for both models. Mistral Small has 39 scored results on Noometry and Phi-2 has 11.

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