Model comparison

Mistral 7B vs Qwen-14B

Qwen-14B is the stronger model overall, scoring 30.8 to 22.9 on the Noometry Index.

Last verified . 17 shared benchmarks.

Mistral 7B Mistral AI

22.9

Rank #346 Confirmed

Qwen-14B Alibaba (Qwen)

30.8

Rank #273 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Mistral 7B scores higher in 3 categories and Qwen-14B in 4 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in math, where Qwen-14B leads 28.7 to 7.6.

Side by side

Mistral 7B and Qwen-14B specifications
Mistral 7BQwen-14B
ProviderMistral AIAlibaba (Qwen)
Noometry Index22.930.8
Released2023-09-272023-09-24
WeightsOpenOpen
Context window8K—
Max output8K—
Input $ / M tokens$0.25—
Output $ / M tokens$0.25—
Results tracked3718

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Category by category

Coding Qwen-14B leads

Mistral 7B: 25.9 (#321), Qwen-14B: 30.6 (#283)

Coding benchmarks
BenchmarkMistral 7BQwen-14B
LMArena Coding10821072
BigCodeBench Instruct19.5%—
BigCodeBench Complete27.3%—
HumanEval+36%—
MBPP+42.1%—

Reasoning Qwen-14B leads

Mistral 7B: 12.6 (#331), Qwen-14B: 18.7 (#255)

Reasoning benchmarks
BenchmarkMistral 7BQwen-14B
LMArena Hard Prompts10671027
BIG-Bench Hard56.1%55%
Epoch Capabilities Index111.97112.8
PIQA83%79.9%
Chess Puzzles0%—
DTBench42.5%—
Adversarial NLI47.1%—
HellaSwag81%—
LAMBADA—71.1%
WinoGrande75.3%—

Math Qwen-14B leads

Mistral 7B: 7.6 (#319), Qwen-14B: 28.7 (#224)

Math benchmarks
BenchmarkMistral 7BQwen-14B
LMArena Math10851068
GSM8K54.4%61.3%
OTIS Mock AIME 2024-20250.3%—
MATH Level 53.7%—

Knowledge Not comparable

Mistral 7B: 7.3 (#306), Qwen-14B: —

Knowledge benchmarks
BenchmarkMistral 7BQwen-14B
ARC (AI2) Challenge78.6%84.4%
BoolQ87.4%86.2%
MMLU62.5%66.3%
GPQA Diamond15.2%—
LMArena Expert1036—
OpenBookQA79.8%—
TriviaQA75.2%—

Multilingual Qwen-14B leads

Mistral 7B: 26.0 (#278), Qwen-14B: 27.7 (#270)

Multilingual benchmarks
BenchmarkMistral 7BQwen-14B
LMArena Non-English10121042
LMArena Chinese10091077
LMArena French1036—
LMArena German987—
LMArena Japanese878—
LMArena Russian1018—
LMArena Spanish1026—

Instruction Following Mistral 7B leads

Mistral 7B: 54.5 (#275), Qwen-14B: 52.6 (#284)

Instruction Following benchmarks
BenchmarkMistral 7BQwen-14B
LMArena Instruction Following10601031

Long Context Too close to call

Mistral 7B: 32.2 (#266), Qwen-14B: 31.3 (#276)

Long Context benchmarks
BenchmarkMistral 7BQwen-14B
LMArena Longer Query10601029

Writing & Preference Mistral 7B leads

Mistral 7B: 30.9 (#281), Qwen-14B: 27.8 (#294)

Writing & Preference benchmarks
BenchmarkMistral 7BQwen-14B
LMArena Text10901051
LMArena Creative Writing10681028
LMArena Multi-Turn10621022

Frequently asked questions

Is Mistral 7B better than Qwen-14B?

Qwen-14B is the stronger model overall, scoring 30.8 to 22.9 on the Noometry Index.

Is Mistral 7B or Qwen-14B better for coding?

Qwen-14B scores higher on coding benchmarks: 30.6 versus 25.9 in the Noometry coding category.

How many benchmarks do Mistral 7B and Qwen-14B share?

17 benchmarks have published results for both models. Mistral 7B has 37 scored results on Noometry and Qwen-14B has 18.

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