Model comparison

Mistral Small vs Mixtral 8x7B

Mistral Small is the stronger model overall, scoring 33.4 to 27.1 on the Noometry Index.

Last verified . 21 shared benchmarks.

Mistral Small Mistral AI

33.4

Rank #243 Confirmed

Mixtral 8x7B Mistral AI

27.1

Rank #334 Confirmed

Summary

  • They share 21 benchmarks with published results for both. Mistral Small scores higher in 7 categories and Mixtral 8x7B in 1 category; 8 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Mistral Small leads 31.0 to 11.0.
  • The biggest single-benchmark swing is MATH Level 5: 46.8% for Mistral Small and 10% for Mixtral 8x7B.
  • Mistral Small is cheaper at $0.15 / $0.60 per million input/output tokens, against $0.70 / $0.70 for Mixtral 8x7B.
  • Mistral Small accepts more context: 262K tokens versus 32K.

Side by side

Mistral Small and Mixtral 8x7B specifications
Mistral SmallMixtral 8x7B
ProviderMistral AIMistral AI
Noometry Index33.427.1
Released2024-02-262023-12-11
WeightsOpenOpen
Context window262K32K
Max output256K32K
Input $ / M tokens$0.15$0.70
Output $ / M tokens$0.60$0.70
Results tracked3938

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Category by category

Coding Mistral Small leads

Mistral Small: 34.0 (#247), Mixtral 8x7B: 32.8 (#269)

Coding benchmarks
BenchmarkMistral SmallMixtral 8x7B
LMArena Coding13621126
SciCode26.5%—
BigCodeBench Instruct36.1%—
LiveBench Coding36.2%—
BigCodeBench Complete46.6%—
ALE-Bench497.62—
HumanEval+—39.6%
MBPP+—49.7%

Agentic & Tool Use Not comparable

Mistral Small: 28.1 (#93), Mixtral 8x7B: —

Agentic & Tool Use benchmarks
BenchmarkMistral SmallMixtral 8x7B
Berkeley Function Calling Leaderboard37.1%—

Reasoning Mistral Small leads

Mistral Small: 19.8 (#250), Mixtral 8x7B: 18.2 (#285)

Reasoning benchmarks
BenchmarkMistral SmallMixtral 8x7B
LMArena Hard Prompts13351115
DTBench70.9%49.6%
Kagi LLM Benchmark37.8%—
CritPt0%—
LiveBench Reasoning44.8%—
LiveBench Data Analysis53.7%—
LMCA20.6%—
Adversarial NLI—55.2%
Epoch Capabilities Index—118.47
ForecastBench—56.3
HellaSwag—86.7%
LiveBench44%—
PIQA—83.6%
WinoGrande—77.2%

Math Mixtral 8x7B leads

Mistral Small: 16.4 (#293), Mixtral 8x7B: 18.8 (#289)

Math benchmarks
BenchmarkMistral SmallMixtral 8x7B
LMArena Math13411147
MATH Level 546.8%10%
OTIS Mock AIME 2024-20255.8%—
Omni-MATH—10.5%
LiveBench Math39.9%—
GSM8K—74.4%

Knowledge Mistral Small leads

Mistral Small: 31.0 (#222), Mixtral 8x7B: 11.0 (#301)

Knowledge benchmarks
BenchmarkMistral SmallMixtral 8x7B
GPQA Diamond47.5%30.6%
LMArena Expert12911088
MMLU68.7%70.6%
MMLU-Pro—33.5%
Vectara Hallucination Rate5.1%—
GPQA (HELM)—29.6%
ARC (AI2) Challenge—87.3%
OpenBookQA—85.8%
TriviaQA—82.2%

Multimodal Not comparable

Mistral Small: 33.5 (#96), Mixtral 8x7B: —

Multimodal benchmarks
BenchmarkMistral SmallMixtral 8x7B
LMArena Vision1142—

Multilingual Mistral Small leads

Mistral Small: 45.5 (#169), Mixtral 8x7B: 29.6 (#266)

Multilingual benchmarks
BenchmarkMistral SmallMixtral 8x7B
LMArena Non-English13151077
LMArena Chinese13401055
LMArena French13371166
LMArena German13401114
LMArena Japanese1275931
LMArena Korean1259968
LMArena Russian13241090
LMArena Spanish13461111

Instruction Following Mistral Small leads

Mistral Small: 66.4 (#209), Mixtral 8x7B: 51.0 (#297)

Instruction Following benchmarks
BenchmarkMistral SmallMixtral 8x7B
LMArena Instruction Following13101109
LiveBench Instruction Following63.7%—
IFEval—57.5%

Long Context Mistral Small leads

Mistral Small: 40.4 (#156), Mixtral 8x7B: 33.4 (#260)

Long Context benchmarks
BenchmarkMistral SmallMixtral 8x7B
LMArena Longer Query13271103

Writing & Preference Mistral Small leads

Mistral Small: 52.5 (#171), Mixtral 8x7B: 34.2 (#270)

Writing & Preference benchmarks
BenchmarkMistral SmallMixtral 8x7B
LMArena Text13381132
LMArena Creative Writing13051109
LMArena Multi-Turn13441115
WildBench—67.3%
LiveBench Language30.5%—

Frequently asked questions

Is Mistral Small better than Mixtral 8x7B?

Mistral Small is the stronger model overall, scoring 33.4 to 27.1 on the Noometry Index.

Which is cheaper, Mistral Small or Mixtral 8x7B?

Mistral Small is cheaper. It lists at $0.15 per million input tokens and $0.60 per million output tokens; Mixtral 8x7B lists at $0.70 and $0.70.

Is Mistral Small or Mixtral 8x7B better for coding?

Mistral Small scores higher on coding benchmarks: 34.0 versus 32.8 in the Noometry coding category.

Which has the bigger context window?

Mistral Small does, with 262K tokens against 32K.

How many benchmarks do Mistral Small and Mixtral 8x7B share?

21 benchmarks have published results for both models. Mistral Small has 39 scored results on Noometry and Mixtral 8x7B has 38.

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