Model comparison

Mercury 2.5 vs Ministral 8B

Ministral 8B has enough public results to be ranked (#321); Mercury 2.5 does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

Mercury 2.5 Inception

30.2

Unranked Sparse

Ministral 8B Mistral AI

27.8

Rank #321 Confirmed

Summary

  • Mercury 2.5 is cheaper at $0.04 / $0.15 per million input/output tokens, against $0.10 / $0.10 for Ministral 8B.
  • Mercury 2.5 accepts more context: 260K tokens versus 128K.
  • Ministral 8B has downloadable open weights; the other is API-only.

Side by side

Mercury 2.5 and Ministral 8B specifications
Mercury 2.5Ministral 8B
ProviderInceptionMistral AI
Noometry Index30.227.8
Released2026-09-082024-10-01
WeightsProprietaryOpen
Context window260K128K
Max output66K128K
Input $ / M tokens$0.04$0.10
Output $ / M tokens$0.15$0.10
Results tracked217

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Category by category

Coding Not comparable

Mercury 2.5: —, Ministral 8B: 34.4 (#226)

Coding benchmarks
BenchmarkMercury 2.5Ministral 8B
LMArena Coding—1202
ALE-Bench301.65—

Agentic & Tool Use Not comparable

Mercury 2.5: —, Ministral 8B: 16.2 (#140)

Agentic & Tool Use benchmarks
BenchmarkMercury 2.5Ministral 8B
Berkeley Function Calling Leaderboard—11.1%

Reasoning Not comparable

Mercury 2.5: —, Ministral 8B: 17.7 (#279)

Reasoning benchmarks
BenchmarkMercury 2.5Ministral 8B
LMArena Hard Prompts—1191
DTBench—45.7%

Math Ministral 8B leads

Mercury 2.5: 22.4, Ministral 8B: 23.7 (#262)

Math benchmarks
BenchmarkMercury 2.5Ministral 8B
ProofBench3%—
LMArena Math—1188
MATH Level 5—14.9%

Knowledge Not comparable

Mercury 2.5: —, Ministral 8B: 12.5 (#292)

Knowledge benchmarks
BenchmarkMercury 2.5Ministral 8B
GPQA Diamond—27.1%
Vectara Hallucination Rate—7.4%
LMArena Expert—1170

Multilingual Not comparable

Mercury 2.5: —, Ministral 8B: 35.3 (#242)

Multilingual benchmarks
BenchmarkMercury 2.5Ministral 8B
LMArena Non-English—1165
LMArena Chinese—1193
LMArena Russian—1195

Instruction Following Not comparable

Mercury 2.5: —, Ministral 8B: 60.7 (#245)

Instruction Following benchmarks
BenchmarkMercury 2.5Ministral 8B
LMArena Instruction Following—1161

Long Context Not comparable

Mercury 2.5: —, Ministral 8B: 36.7 (#222)

Long Context benchmarks
BenchmarkMercury 2.5Ministral 8B
LMArena Longer Query—1212

Writing & Preference Not comparable

Mercury 2.5: —, Ministral 8B: 39.8 (#241)

Writing & Preference benchmarks
BenchmarkMercury 2.5Ministral 8B
LMArena Text—1191
LMArena Creative Writing—1175
LMArena Multi-Turn—1166

Frequently asked questions

Is Mercury 2.5 better than Ministral 8B?

Ministral 8B has enough public results to be ranked (#321); Mercury 2.5 does not yet, so treat this comparison as directional.

Which is cheaper, Mercury 2.5 or Ministral 8B?

Mercury 2.5 is cheaper. It lists at $0.04 per million input tokens and $0.15 per million output tokens; Ministral 8B lists at $0.10 and $0.10.

Which has the bigger context window?

Mercury 2.5 does, with 260K tokens against 128K.

How many benchmarks do Mercury 2.5 and Ministral 8B share?

0 benchmarks have published results for both models. Mercury 2.5 has 2 scored results on Noometry and Ministral 8B has 17.

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