Model comparison

Mistral 7B vs Yi-Large

Mistral 7B has enough public results to be ranked (#346); Yi-Large does not yet, so treat this comparison as directional.

Last verified . 3 shared benchmarks.

Mistral 7B Mistral AI

22.9

Rank #346 Confirmed

Yi-Large 01.AI

37.6

Unranked Sparse

Summary

  • They share 3 benchmarks with published results for both. Mistral 7B scores higher in 0 categories and Yi-Large in 1 category; one gap is clear of the uncertainty.
  • The widest gap is in coding, where Yi-Large leads 36.1 to 25.9.
  • The biggest single-benchmark swing is BigCodeBench Complete: 27.3% for Mistral 7B and 47.2% for Yi-Large.
  • Mistral 7B has downloadable open weights; the other is API-only.

Side by side

Mistral 7B and Yi-Large specifications
Mistral 7BYi-Large
ProviderMistral AI01.AI
Noometry Index22.937.6
Released2023-09-272024-05-13
WeightsOpenProprietary
Context window8K—
Max output8K—
Input $ / M tokens$0.25—
Output $ / M tokens$0.25—
Results tracked373

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Category by category

Coding Yi-Large leads

Mistral 7B: 25.9 (#321), Yi-Large: 36.1 (#201)

Coding benchmarks
BenchmarkMistral 7BYi-Large
BigCodeBench Instruct19.5%37.7%
BigCodeBench Complete27.3%47.2%
LMArena Coding1082—
HumanEval+36%—
MBPP+42.1%—

Reasoning Not comparable

Mistral 7B: 12.6 (#331), Yi-Large: —

Reasoning benchmarks
BenchmarkMistral 7BYi-Large
Chess Puzzles0%—
LMArena Hard Prompts1067—
DTBench42.5%—
Adversarial NLI47.1%—
BIG-Bench Hard56.1%—
Epoch Capabilities Index111.97—
HellaSwag81%—
PIQA83%—
WinoGrande75.3%—

Math Not comparable

Mistral 7B: 7.6 (#319), Yi-Large: —

Math benchmarks
BenchmarkMistral 7BYi-Large
OTIS Mock AIME 2024-20250.3%—
LMArena Math1085—
MATH Level 53.7%—
GSM8K54.4%—

Knowledge Not comparable

Mistral 7B: 7.3 (#306), Yi-Large: —

Knowledge benchmarks
BenchmarkMistral 7BYi-Large
MMLU62.5%79.3%
GPQA Diamond15.2%—
LMArena Expert1036—
ARC (AI2) Challenge78.6%—
BoolQ87.4%—
OpenBookQA79.8%—
TriviaQA75.2%—

Multilingual Not comparable

Mistral 7B: 26.0 (#278), Yi-Large: —

Multilingual benchmarks
BenchmarkMistral 7BYi-Large
LMArena Non-English1012—
LMArena Chinese1009—
LMArena French1036—
LMArena German987—
LMArena Japanese878—
LMArena Russian1018—
LMArena Spanish1026—

Instruction Following Not comparable

Mistral 7B: 54.5 (#275), Yi-Large: —

Instruction Following benchmarks
BenchmarkMistral 7BYi-Large
LMArena Instruction Following1060—

Long Context Not comparable

Mistral 7B: 32.2 (#266), Yi-Large: —

Long Context benchmarks
BenchmarkMistral 7BYi-Large
LMArena Longer Query1060—

Writing & Preference Not comparable

Mistral 7B: 30.9 (#281), Yi-Large: —

Writing & Preference benchmarks
BenchmarkMistral 7BYi-Large
LMArena Text1090—
LMArena Creative Writing1068—
LMArena Multi-Turn1062—

Frequently asked questions

Is Mistral 7B better than Yi-Large?

Mistral 7B has enough public results to be ranked (#346); Yi-Large does not yet, so treat this comparison as directional.

Is Mistral 7B or Yi-Large better for coding?

Yi-Large scores higher on coding benchmarks: 36.1 versus 25.9 in the Noometry coding category.

How many benchmarks do Mistral 7B and Yi-Large share?

3 benchmarks have published results for both models. Mistral 7B has 37 scored results on Noometry and Yi-Large has 3.

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