Model comparison

Mistral Small vs Phi 3 Mini 4k Instruct

Mistral Small is the stronger model overall, scoring 33.4 to 27.9 on the Noometry Index.

Last verified . 25 shared benchmarks.

Mistral Small Mistral AI

33.4

Rank #243 Confirmed

Phi 3 Mini 4k Instruct Microsoft

27.9

Rank #328 Confirmed

Summary

  • They share 25 benchmarks with published results for both. Mistral Small scores higher in 7 categories and Phi 3 Mini 4k Instruct in 1 category; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Mistral Small leads 52.5 to 27.6.
  • The biggest single-benchmark swing is LiveBench Instruction Following: 63.7% for Mistral Small and 39.1% for Phi 3 Mini 4k Instruct.

Side by side

Mistral Small and Phi 3 Mini 4k Instruct specifications
Mistral SmallPhi 3 Mini 4k Instruct
ProviderMistral AIMicrosoft
Noometry Index33.427.9
Released2024-02-262024-04-23
WeightsOpenOpen
Context window262K—
Max output256K—
Input $ / M tokens$0.15—
Output $ / M tokens$0.60—
Results tracked3935

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Category by category

Coding Mistral Small leads

Mistral Small: 34.0 (#247), Phi 3 Mini 4k Instruct: 26.6 (#323)

Coding benchmarks
BenchmarkMistral SmallPhi 3 Mini 4k Instruct
LiveBench Coding36.2%15.5%
LMArena Coding13621093
SciCode26.5%—
BigCodeBench Instruct36.1%—
BigCodeBench Complete46.6%—
ALE-Bench497.62—
HumanEval+—59.1%
MBPP+—54.2%

Agentic & Tool Use Not comparable

Mistral Small: 28.1 (#93), Phi 3 Mini 4k Instruct: —

Agentic & Tool Use benchmarks
BenchmarkMistral SmallPhi 3 Mini 4k Instruct
Berkeley Function Calling Leaderboard37.1%—

Reasoning Mistral Small leads

Mistral Small: 19.8 (#250), Phi 3 Mini 4k Instruct: 14.1 (#328)

Reasoning benchmarks
BenchmarkMistral SmallPhi 3 Mini 4k Instruct
LiveBench Reasoning44.8%26.8%
LMArena Hard Prompts13351072
LiveBench Data Analysis53.7%34.7%
LiveBench44%22.4%
Kagi LLM Benchmark37.8%—
CritPt0%—
Chess Puzzles—0%
DTBench70.9%—
LMCA20.6%—
Adversarial NLI—52.8%
BIG-Bench Hard—71.7%
HellaSwag—76.7%
WinoGrande—70.8%

Math Phi 3 Mini 4k Instruct leads

Mistral Small: 16.4 (#293), Phi 3 Mini 4k Instruct: 26.6 (#257)

Math benchmarks
BenchmarkMistral SmallPhi 3 Mini 4k Instruct
LiveBench Math39.9%15.7%
LMArena Math13411111
OTIS Mock AIME 2024-20255.8%—
MATH Level 546.8%—

Knowledge Mistral Small leads

Mistral Small: 31.0 (#222), Phi 3 Mini 4k Instruct: 28.5 (#246)

Knowledge benchmarks
BenchmarkMistral SmallPhi 3 Mini 4k Instruct
LMArena Expert12911045
MMLU68.7%68.8%
GPQA Diamond47.5%—
Vectara Hallucination Rate5.1%—
ARC (AI2) Challenge—84.9%
OpenBookQA—88%
TriviaQA—64%

Multimodal Not comparable

Mistral Small: 33.5 (#96), Phi 3 Mini 4k Instruct: —

Multimodal benchmarks
BenchmarkMistral SmallPhi 3 Mini 4k Instruct
LMArena Vision1142—

Multilingual Mistral Small leads

Mistral Small: 45.5 (#169), Phi 3 Mini 4k Instruct: 26.3 (#280)

Multilingual benchmarks
BenchmarkMistral SmallPhi 3 Mini 4k Instruct
LMArena Non-English13151021
LMArena Chinese13401021
LMArena French13371076
LMArena German13401044
LMArena Japanese1275935
LMArena Korean1259905
LMArena Russian13241022
LMArena Spanish13461085

Instruction Following Mistral Small leads

Mistral Small: 66.4 (#209), Phi 3 Mini 4k Instruct: 47.7 (#303)

Instruction Following benchmarks
BenchmarkMistral SmallPhi 3 Mini 4k Instruct
LiveBench Instruction Following63.7%39.1%
LMArena Instruction Following13101053

Long Context Mistral Small leads

Mistral Small: 40.4 (#156), Phi 3 Mini 4k Instruct: 31.7 (#276)

Long Context benchmarks
BenchmarkMistral SmallPhi 3 Mini 4k Instruct
LMArena Longer Query13271044

Writing & Preference Mistral Small leads

Mistral Small: 52.5 (#171), Phi 3 Mini 4k Instruct: 27.6 (#300)

Writing & Preference benchmarks
BenchmarkMistral SmallPhi 3 Mini 4k Instruct
LMArena Text13381073
LMArena Creative Writing13051037
LMArena Multi-Turn13441018
LiveBench Language30.5%9.2%

Frequently asked questions

Is Mistral Small better than Phi 3 Mini 4k Instruct?

Mistral Small is the stronger model overall, scoring 33.4 to 27.9 on the Noometry Index.

Is Mistral Small or Phi 3 Mini 4k Instruct better for coding?

Mistral Small scores higher on coding benchmarks: 34.0 versus 26.6 in the Noometry coding category.

How many benchmarks do Mistral Small and Phi 3 Mini 4k Instruct share?

25 benchmarks have published results for both models. Mistral Small has 39 scored results on Noometry and Phi 3 Mini 4k Instruct has 35.

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