Model comparison

Mistral 7B vs Qwen2.5 14B Instruct

Mistral 7B has enough public results to be ranked (#346); Qwen2.5 14B Instruct does not yet, so treat this comparison as directional.

Last verified . 3 shared benchmarks.

Mistral 7B Mistral AI

22.9

Rank #346 Confirmed

Summary

  • They share 3 benchmarks with published results for both. Mistral 7B scores higher in 0 categories and Qwen2.5 14B Instruct in 1 category; one gap is clear of the uncertainty.
  • The widest gap is in coding, where Qwen2.5 14B Instruct leads 37.1 to 25.9.
  • The biggest single-benchmark swing is BigCodeBench Complete: 27.3% for Mistral 7B and 52.2% for Qwen2.5 14B Instruct.
  • Mistral 7B is cheaper at $0.25 / $0.25 per million input/output tokens, against $0.35 / $1.40 for Qwen2.5 14B Instruct.
  • Qwen2.5 14B Instruct accepts more context: 131K tokens versus 8K.

Side by side

Mistral 7B and Qwen2.5 14B Instruct specifications
Mistral 7BQwen2.5 14B Instruct
ProviderMistral AIAlibaba (Qwen)
Noometry Index22.938.2
Released2023-09-272024-09
WeightsOpenOpen
Context window8K131K
Max output8K8K
Input $ / M tokens$0.25$0.35
Output $ / M tokens$0.25$1.40
Results tracked373

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Category by category

Coding Qwen2.5 14B Instruct leads

Mistral 7B: 25.9 (#321), Qwen2.5 14B Instruct: 37.1 (#187)

Coding benchmarks
BenchmarkMistral 7BQwen2.5 14B Instruct
BigCodeBench Instruct19.5%39.8%
BigCodeBench Complete27.3%52.2%
LMArena Coding1082—
HumanEval+36%—
MBPP+42.1%—

Reasoning Not comparable

Mistral 7B: 12.6 (#331), Qwen2.5 14B Instruct: —

Reasoning benchmarks
BenchmarkMistral 7BQwen2.5 14B Instruct
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), Qwen2.5 14B Instruct: —

Math benchmarks
BenchmarkMistral 7BQwen2.5 14B Instruct
OTIS Mock AIME 2024-20250.3%—
LMArena Math1085—
MATH Level 53.7%—
GSM8K54.4%—

Knowledge Not comparable

Mistral 7B: 7.3 (#306), Qwen2.5 14B Instruct: —

Knowledge benchmarks
BenchmarkMistral 7BQwen2.5 14B Instruct
MMLU62.5%79.9%
GPQA Diamond15.2%—
LMArena Expert1036—
ARC (AI2) Challenge78.6%—
BoolQ87.4%—
OpenBookQA79.8%—
TriviaQA75.2%—

Multilingual Not comparable

Mistral 7B: 26.0 (#278), Qwen2.5 14B Instruct: —

Multilingual benchmarks
BenchmarkMistral 7BQwen2.5 14B Instruct
LMArena Non-English1012—
LMArena Chinese1009—
LMArena French1036—
LMArena German987—
LMArena Japanese878—
LMArena Russian1018—
LMArena Spanish1026—

Instruction Following Not comparable

Mistral 7B: 54.5 (#275), Qwen2.5 14B Instruct: —

Instruction Following benchmarks
BenchmarkMistral 7BQwen2.5 14B Instruct
LMArena Instruction Following1060—

Long Context Not comparable

Mistral 7B: 32.2 (#266), Qwen2.5 14B Instruct: —

Long Context benchmarks
BenchmarkMistral 7BQwen2.5 14B Instruct
LMArena Longer Query1060—

Writing & Preference Not comparable

Mistral 7B: 30.9 (#281), Qwen2.5 14B Instruct: —

Writing & Preference benchmarks
BenchmarkMistral 7BQwen2.5 14B Instruct
LMArena Text1090—
LMArena Creative Writing1068—
LMArena Multi-Turn1062—

Frequently asked questions

Is Mistral 7B better than Qwen2.5 14B Instruct?

Mistral 7B has enough public results to be ranked (#346); Qwen2.5 14B Instruct does not yet, so treat this comparison as directional.

Which is cheaper, Mistral 7B or Qwen2.5 14B Instruct?

Mistral 7B is cheaper. It lists at $0.25 per million input tokens and $0.25 per million output tokens; Qwen2.5 14B Instruct lists at $0.35 and $1.40.

Is Mistral 7B or Qwen2.5 14B Instruct better for coding?

Qwen2.5 14B Instruct scores higher on coding benchmarks: 37.1 versus 25.9 in the Noometry coding category.

Which has the bigger context window?

Qwen2.5 14B Instruct does, with 131K tokens against 8K.

How many benchmarks do Mistral 7B and Qwen2.5 14B Instruct share?

3 benchmarks have published results for both models. Mistral 7B has 37 scored results on Noometry and Qwen2.5 14B Instruct has 3.

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