Model comparison

Ministral 8B vs Qwen2.5 32B Instruct

Qwen2.5 32B Instruct is the stronger model overall, scoring 30.1 to 28.2 on the Noometry Index. Ministral 8B costs 8.2× less per token, which makes it the better buy when Qwen2.5 32B Instruct's lead doesn't matter for your workload.

Last verified . 2 shared benchmarks.

Ministral 8B Mistral AI

28.2

Rank #325 Confirmed

Qwen2.5 32B Instruct Alibaba (Qwen)

30.1

Rank #297 Confirmed

Summary

  • They share 2 benchmarks with published results for both. Ministral 8B scores higher in 1 category and Qwen2.5 32B Instruct in 3 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Qwen2.5 32B Instruct leads 24.9 to 12.6.
  • The biggest single-benchmark swing is MATH Level 5: 14.9% for Ministral 8B and 56.1% for Qwen2.5 32B Instruct.
  • Ministral 8B is cheaper at $0.15 / $0.15 per million input/output tokens, against $0.70 / $2.80 for Qwen2.5 32B Instruct.
  • Ministral 8B accepts more context: 262K tokens versus 131K.

Side by side

Ministral 8B and Qwen2.5 32B Instruct specifications
Ministral 8BQwen2.5 32B Instruct
ProviderMistral AIAlibaba (Qwen)
Noometry Index28.230.1
Released2024-10-012024-09
WeightsOpenOpen
Context window262K131K
Max output262K8K
Input $ / M tokens$0.15$0.70
Output $ / M tokens$0.15$2.80
Results tracked177

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Category by category

Coding Qwen2.5 32B Instruct leads

Ministral 8B: 35.0 (#230), Qwen2.5 32B Instruct: 38.7 (#169)

Coding benchmarks
BenchmarkMinistral 8BQwen2.5 32B Instruct
BigCodeBench Instruct—45%
LMArena Coding1202—
BigCodeBench Complete—52.3%

Agentic & Tool Use Not comparable

Ministral 8B: 16.4 (#148), Qwen2.5 32B Instruct: —

Agentic & Tool Use benchmarks
BenchmarkMinistral 8BQwen2.5 32B Instruct
Berkeley Function Calling Leaderboard11.1%—

Reasoning Too close to call

Ministral 8B: 18.4 (#281), Qwen2.5 32B Instruct: 19.2 (#266)

Reasoning benchmarks
BenchmarkMinistral 8BQwen2.5 32B Instruct
Chess Puzzles—0%
LMArena Hard Prompts1191—
DTBench45.7%—
Epoch Capabilities Index—128.52

Math Ministral 8B leads

Ministral 8B: 25.7 (#267), Qwen2.5 32B Instruct: 16.2 (#296)

Math benchmarks
BenchmarkMinistral 8BQwen2.5 32B Instruct
MATH Level 514.9%56.1%
OTIS Mock AIME 2024-2025—7.4%
LMArena Math1188—

Knowledge Qwen2.5 32B Instruct leads

Ministral 8B: 12.6 (#297), Qwen2.5 32B Instruct: 24.9 (#266)

Knowledge benchmarks
BenchmarkMinistral 8BQwen2.5 32B Instruct
GPQA Diamond27.1%46.1%
Vectara Hallucination Rate7.4%—
LMArena Expert1170—

Multilingual Not comparable

Ministral 8B: 35.1 (#247), Qwen2.5 32B Instruct: —

Multilingual benchmarks
BenchmarkMinistral 8BQwen2.5 32B Instruct
LMArena Non-English1165—
LMArena Chinese1193—
LMArena Russian1195—

Instruction Following Not comparable

Ministral 8B: 60.5 (#250), Qwen2.5 32B Instruct: —

Instruction Following benchmarks
BenchmarkMinistral 8BQwen2.5 32B Instruct
LMArena Instruction Following1161—

Long Context Not comparable

Ministral 8B: 36.7 (#227), Qwen2.5 32B Instruct: —

Long Context benchmarks
BenchmarkMinistral 8BQwen2.5 32B Instruct
LMArena Longer Query1212—

Writing & Preference Not comparable

Ministral 8B: 39.6 (#246), Qwen2.5 32B Instruct: —

Writing & Preference benchmarks
BenchmarkMinistral 8BQwen2.5 32B Instruct
LMArena Text1191—
LMArena Creative Writing1175—
LMArena Multi-Turn1166—

Frequently asked questions

Is Ministral 8B better than Qwen2.5 32B Instruct?

Qwen2.5 32B Instruct is the stronger model overall, scoring 30.1 to 28.2 on the Noometry Index. Ministral 8B costs 8.2× less per token, which makes it the better buy when Qwen2.5 32B Instruct's lead doesn't matter for your workload.

Which is cheaper, Ministral 8B or Qwen2.5 32B Instruct?

Ministral 8B is cheaper. It lists at $0.15 per million input tokens and $0.15 per million output tokens; Qwen2.5 32B Instruct lists at $0.70 and $2.80.

Is Ministral 8B or Qwen2.5 32B Instruct better for coding?

Qwen2.5 32B Instruct scores higher on coding benchmarks: 38.7 versus 35.0 in the Noometry coding category.

Which has the bigger context window?

Ministral 8B does, with 262K tokens against 131K.

How many benchmarks do Ministral 8B and Qwen2.5 32B Instruct share?

2 benchmarks have published results for both models. Ministral 8B has 17 scored results on Noometry and Qwen2.5 32B Instruct has 7.

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