Model comparison

Mistral 7B vs Qwen2.5 72B Instruct

Qwen2.5 72B Instruct is the stronger model overall, scoring 31.5 to 22.9 on the Noometry Index. Mistral 7B costs 9.8× less per token, which makes it the better buy when Qwen2.5 72B Instruct's lead doesn't matter for your workload.

Last verified . 30 shared benchmarks.

Mistral 7B Mistral AI

22.9

Rank #346 Confirmed

Qwen2.5 72B Instruct Alibaba (Qwen)

31.5

Rank #259 Confirmed

Summary

  • They share 30 benchmarks with published results for both. Mistral 7B scores higher in 0 categories and Qwen2.5 72B Instruct in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Qwen2.5 72B Instruct leads 26.9 to 7.3.
  • The biggest single-benchmark swing is MATH Level 5: 3.7% for Mistral 7B and 63.2% for Qwen2.5 72B Instruct.
  • Mistral 7B is cheaper at $0.25 / $0.25 per million input/output tokens, against $1.40 / $5.60 for Qwen2.5 72B Instruct.
  • Qwen2.5 72B Instruct accepts more context: 131K tokens versus 8K.

Side by side

Mistral 7B and Qwen2.5 72B Instruct specifications
Mistral 7BQwen2.5 72B Instruct
ProviderMistral AIAlibaba (Qwen)
Noometry Index22.931.5
Released2023-09-272024-09
WeightsOpenOpen
Context window8K131K
Max output8K8K
Input $ / M tokens$0.25$1.40
Output $ / M tokens$0.25$5.60
Results tracked3743

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Category by category

Coding Qwen2.5 72B Instruct leads

Mistral 7B: 25.9 (#321), Qwen2.5 72B Instruct: 32.8 (#256)

Coding benchmarks
BenchmarkMistral 7BQwen2.5 72B Instruct
BigCodeBench Instruct19.5%45.8%
LMArena Coding10821293
BigCodeBench Complete27.3%55.9%
WeirdML—16%
HumanEval+36%—
MBPP+42.1%—

Agentic & Tool Use Not comparable

Mistral 7B: —, Qwen2.5 72B Instruct: 22.0 (#124)

Agentic & Tool Use benchmarks
BenchmarkMistral 7BQwen2.5 72B Instruct
TheAgentCompany—5.7%
BALROG—16.2%
METR Time Horizons—35.8%

Reasoning Qwen2.5 72B Instruct leads

Mistral 7B: 12.6 (#331), Qwen2.5 72B Instruct: 21.4 (#197)

Reasoning benchmarks
BenchmarkMistral 7BQwen2.5 72B Instruct
LMArena Hard Prompts10671271
DTBench42.5%62.9%
BIG-Bench Hard56.1%79.8%
Epoch Capabilities Index111.97129.01
HellaSwag81%84.8%
PIQA83%82.6%
WinoGrande75.3%82.3%
Chess Puzzles0%—
LMCA—13.4%
Adversarial NLI47.1%—
ForecastBench—57.5

Math Qwen2.5 72B Instruct leads

Mistral 7B: 7.6 (#319), Qwen2.5 72B Instruct: 18.1 (#281)

Math benchmarks
BenchmarkMistral 7BQwen2.5 72B Instruct
OTIS Mock AIME 2024-20250.3%8.1%
LMArena Math10851283
MATH Level 53.7%63.2%
Omni-MATH—33%
GSM8K54.4%—

Knowledge Qwen2.5 72B Instruct leads

Mistral 7B: 7.3 (#306), Qwen2.5 72B Instruct: 26.9 (#247)

Knowledge benchmarks
BenchmarkMistral 7BQwen2.5 72B Instruct
GPQA Diamond15.2%49.1%
LMArena Expert10361245
ARC (AI2) Challenge78.6%94.5%
MMLU62.5%85.3%
TriviaQA75.2%71.9%
MMLU-Pro—63.1%
Confabulations—19.1%
GPQA (HELM)—42.6%
BoolQ87.4%—
OpenBookQA79.8%—

Multilingual Qwen2.5 72B Instruct leads

Mistral 7B: 26.0 (#278), Qwen2.5 72B Instruct: 41.2 (#208)

Multilingual benchmarks
BenchmarkMistral 7BQwen2.5 72B Instruct
LMArena Non-English10121252
LMArena Chinese10091272
LMArena French10361279
LMArena German9871234
LMArena Japanese8781180
LMArena Russian10181264
LMArena Spanish10261255
LMArena Korean—1188

Instruction Following Qwen2.5 72B Instruct leads

Mistral 7B: 54.5 (#275), Qwen2.5 72B Instruct: 65.7 (#216)

Instruction Following benchmarks
BenchmarkMistral 7BQwen2.5 72B Instruct
LMArena Instruction Following10601254
IFEval—80.6%

Long Context Qwen2.5 72B Instruct leads

Mistral 7B: 32.2 (#266), Qwen2.5 72B Instruct: 38.9 (#183)

Long Context benchmarks
BenchmarkMistral 7BQwen2.5 72B Instruct
LMArena Longer Query10601282

Writing & Preference Qwen2.5 72B Instruct leads

Mistral 7B: 30.9 (#281), Qwen2.5 72B Instruct: 46.9 (#210)

Writing & Preference benchmarks
BenchmarkMistral 7BQwen2.5 72B Instruct
LMArena Text10901269
LMArena Creative Writing10681221
LMArena Multi-Turn10621272
WildBench—80.2%

Frequently asked questions

Is Mistral 7B better than Qwen2.5 72B Instruct?

Qwen2.5 72B Instruct is the stronger model overall, scoring 31.5 to 22.9 on the Noometry Index. Mistral 7B costs 9.8× less per token, which makes it the better buy when Qwen2.5 72B Instruct's lead doesn't matter for your workload.

Which is cheaper, Mistral 7B or Qwen2.5 72B Instruct?

Mistral 7B is cheaper. It lists at $0.25 per million input tokens and $0.25 per million output tokens; Qwen2.5 72B Instruct lists at $1.40 and $5.60.

Is Mistral 7B or Qwen2.5 72B Instruct better for coding?

Qwen2.5 72B Instruct scores higher on coding benchmarks: 32.8 versus 25.9 in the Noometry coding category.

Which has the bigger context window?

Qwen2.5 72B Instruct does, with 131K tokens against 8K.

How many benchmarks do Mistral 7B and Qwen2.5 72B Instruct share?

30 benchmarks have published results for both models. Mistral 7B has 37 scored results on Noometry and Qwen2.5 72B Instruct has 43.

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