Model comparison

Mercury vs MiMo-V2.5

MiMo-V2.5 is the stronger model overall, scoring 43.4 to 37.6 on the Noometry Index.

Last verified . 8 shared benchmarks.

Mercury Inception

37.6

Rank #199 Confirmed

MiMo-V2.5 Xiaomi

43.4

Rank #93 Confirmed

Summary

  • They share 8 benchmarks with published results for both. Mercury scores higher in 0 categories and MiMo-V2.5 in 6 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where MiMo-V2.5 leads 61.6 to 46.2.
  • MiMo-V2.5 has downloadable open weights; the other is API-only.

Side by side

Mercury and MiMo-V2.5 specifications
MercuryMiMo-V2.5
ProviderInceptionXiaomi
Noometry Index37.643.4
Released—2026-04-22
WeightsProprietaryOpen
Context window—1.05M
Max output—131K
Input $ / M tokens—$0.14
Output $ / M tokens—$0.28
Results tracked923

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Category by category

Coding MiMo-V2.5 leads

Mercury: 38.7 (#170), MiMo-V2.5: 43.9 (#81)

Coding benchmarks
BenchmarkMercuryMiMo-V2.5
LMArena Coding13221469
LMArena WebDev—1438
SciCode—43.1%
ALE-Bench—513.95

Reasoning MiMo-V2.5 leads

Mercury: 17.5 (#293), MiMo-V2.5: 28.6 (#101)

Reasoning benchmarks
BenchmarkMercuryMiMo-V2.5
LMArena Hard Prompts12851450
Kagi LLM Benchmark21.6%—
CritPt—3.7%

Math Not comparable

Mercury: —, MiMo-V2.5: 36.8 (#163)

Math benchmarks
BenchmarkMercuryMiMo-V2.5
ProofBench—16%
LMArena Math—1436

Knowledge Not comparable

Mercury: —, MiMo-V2.5: 40.8 (#115)

Knowledge benchmarks
BenchmarkMercuryMiMo-V2.5
LMArena Expert—1460

Multimodal Not comparable

Mercury: —, MiMo-V2.5: 39.8 (#54)

Multimodal benchmarks
BenchmarkMercuryMiMo-V2.5
LMArena Vision—1247

Multilingual MiMo-V2.5 leads

Mercury: 41.6 (#206), MiMo-V2.5: 51.9 (#99)

Multilingual benchmarks
BenchmarkMercuryMiMo-V2.5
LMArena Non-English12601404
LMArena Chinese—1468
LMArena French—1447
LMArena German—1421
LMArena Japanese—1306
LMArena Korean—1363
LMArena Russian—1395
LMArena Spanish—1416

Instruction Following MiMo-V2.5 leads

Mercury: 65.2 (#224), MiMo-V2.5: 75.5 (#60)

Instruction Following benchmarks
BenchmarkMercuryMiMo-V2.5
LMArena Instruction Following12391434

Long Context MiMo-V2.5 leads

Mercury: 38.4 (#198), MiMo-V2.5: 44.2 (#73)

Long Context benchmarks
BenchmarkMercuryMiMo-V2.5
LMArena Longer Query12661445

Writing & Preference MiMo-V2.5 leads

Mercury: 46.2 (#221), MiMo-V2.5: 61.6 (#86)

Writing & Preference benchmarks
BenchmarkMercuryMiMo-V2.5
LMArena Text12821428
LMArena Creative Writing11911393
LMArena Multi-Turn12821445

Frequently asked questions

Is Mercury better than MiMo-V2.5?

MiMo-V2.5 is the stronger model overall, scoring 43.4 to 37.6 on the Noometry Index.

Is Mercury or MiMo-V2.5 better for coding?

MiMo-V2.5 scores higher on coding benchmarks: 43.9 versus 38.7 in the Noometry coding category.

How many benchmarks do Mercury and MiMo-V2.5 share?

8 benchmarks have published results for both models. Mercury has 9 scored results on Noometry and MiMo-V2.5 has 23.

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