Model comparison

Mistral 7B vs Yi-34B

Yi-34B is the stronger model overall, scoring 27.4 to 22.9 on the Noometry Index.

Last verified . 22 shared benchmarks.

Mistral 7B Mistral AI

22.9

Rank #346 Confirmed

Yi-34B 01.AI

27.4

Rank #325 Confirmed

Summary

  • They share 22 benchmarks with published results for both. Mistral 7B scores higher in 0 categories and Yi-34B in 8 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in math, where Yi-34B leads 19.8 to 7.6.

Side by side

Mistral 7B and Yi-34B specifications
Mistral 7BYi-34B
ProviderMistral AI01.AI
Noometry Index22.927.4
Released2023-09-272023-11-02
WeightsOpenOpen
Context window8K—
Max output8K—
Input $ / M tokens$0.25—
Output $ / M tokens$0.25—
Results tracked3723

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Category by category

Coding Yi-34B leads

Mistral 7B: 25.9 (#321), Yi-34B: 31.8 (#269)

Coding benchmarks
BenchmarkMistral 7BYi-34B
LMArena Coding10821112
BigCodeBench Instruct19.5%—
BigCodeBench Complete27.3%—
HumanEval+36%—
MBPP+42.1%—

Reasoning Yi-34B leads

Mistral 7B: 12.6 (#331), Yi-34B: 20.3 (#222)

Reasoning benchmarks
BenchmarkMistral 7BYi-34B
LMArena Hard Prompts10671104
BIG-Bench Hard56.1%71.7%
Epoch Capabilities Index111.97117.28
Chess Puzzles0%—
DTBench42.5%—
Adversarial NLI47.1%—
HellaSwag81%—
PIQA83%—
WinoGrande75.3%—

Math Yi-34B leads

Mistral 7B: 7.6 (#319), Yi-34B: 19.8 (#277)

Math benchmarks
BenchmarkMistral 7BYi-34B
LMArena Math10851114
MATH Level 53.7%5.1%
GSM8K54.4%76%
OTIS Mock AIME 2024-20250.3%—

Knowledge Too close to call

Mistral 7B: 7.3 (#306), Yi-34B: 7.5 (#304)

Knowledge benchmarks
BenchmarkMistral 7BYi-34B
GPQA Diamond15.2%14.7%
LMArena Expert10361061
MMLU62.5%76.3%
ARC (AI2) Challenge78.6%—
BoolQ87.4%—
OpenBookQA79.8%—
TriviaQA75.2%—

Multilingual Yi-34B leads

Mistral 7B: 26.0 (#278), Yi-34B: 29.9 (#259)

Multilingual benchmarks
BenchmarkMistral 7BYi-34B
LMArena Non-English10121079
LMArena Chinese10091175
LMArena French10361080
LMArena German9871042
LMArena Japanese878993
LMArena Russian10181050
LMArena Spanish10261070
LMArena Korean—959

Instruction Following Yi-34B leads

Mistral 7B: 54.5 (#275), Yi-34B: 56.4 (#269)

Instruction Following benchmarks
BenchmarkMistral 7BYi-34B
LMArena Instruction Following10601091

Long Context Too close to call

Mistral 7B: 32.2 (#266), Yi-34B: 33.2 (#259)

Long Context benchmarks
BenchmarkMistral 7BYi-34B
LMArena Longer Query10601094

Writing & Preference Yi-34B leads

Mistral 7B: 30.9 (#281), Yi-34B: 34.3 (#268)

Writing & Preference benchmarks
BenchmarkMistral 7BYi-34B
LMArena Text10901129
LMArena Creative Writing10681108
LMArena Multi-Turn10621113

Frequently asked questions

Is Mistral 7B better than Yi-34B?

Yi-34B is the stronger model overall, scoring 27.4 to 22.9 on the Noometry Index.

Is Mistral 7B or Yi-34B better for coding?

Yi-34B scores higher on coding benchmarks: 31.8 versus 25.9 in the Noometry coding category.

How many benchmarks do Mistral 7B and Yi-34B share?

22 benchmarks have published results for both models. Mistral 7B has 37 scored results on Noometry and Yi-34B has 23.

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