Model comparison

Mistral 7B vs Qwen-14B

Qwen-14B is the stronger model overall, scoring 31.4 to 23.0 on the Noometry Index.

Last verified . 17 shared benchmarks.

Mistral 7B Mistral AI

23.0

Rank #351 Confirmed

Qwen-14B Alibaba (Qwen)

31.4

Rank #275 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 31.2 to 8.1.

Side by side

Mistral 7B and Qwen-14B specifications
Mistral 7BQwen-14B
ProviderMistral AIAlibaba (Qwen)
Noometry Index23.031.4
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: 26.4 (#326), Qwen-14B: 31.2 (#288)

Coding benchmarks
BenchmarkMistral 7BQwen-14B
LMArena Coding10821071
BigCodeBench Instruct19.5%—
BigCodeBench Complete27.3%—
HumanEval+36%—
MBPP+42.1%—

Reasoning Qwen-14B leads

Mistral 7B: 13.1 (#336), Qwen-14B: 19.6 (#257)

Reasoning benchmarks
BenchmarkMistral 7BQwen-14B
LMArena Hard Prompts10671027
BIG-Bench Hard56.1%55%
Epoch Capabilities Index112.21113.03
PIQA83%79.9%
Chess Puzzles0%—
DTBench42.5%—
Adversarial NLI47.1%—
HellaSwag81%—
LAMBADA—71.1%
WinoGrande75.3%—

Math Qwen-14B leads

Mistral 7B: 8.1 (#325), Qwen-14B: 31.2 (#227)

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: 7.4 (#311), 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: 25.8 (#283), Qwen-14B: 27.5 (#275)

Multilingual benchmarks
BenchmarkMistral 7BQwen-14B
LMArena Non-English10121041
LMArena Chinese10091077
LMArena French1037—
LMArena German987—
LMArena Japanese878—
LMArena Russian1018—
LMArena Spanish1026—

Instruction Following Mistral 7B leads

Mistral 7B: 54.2 (#280), Qwen-14B: 52.4 (#289)

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

Long Context Too close to call

Mistral 7B: 32.2 (#271), Qwen-14B: 31.3 (#280)

Long Context benchmarks
BenchmarkMistral 7BQwen-14B
LMArena Longer Query10601028

Writing & Preference Mistral 7B leads

Mistral 7B: 30.7 (#286), Qwen-14B: 27.6 (#299)

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 31.4 to 23.0 on the Noometry Index.

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

Qwen-14B scores higher on coding benchmarks: 31.2 versus 26.4 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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