Model comparison

Mercury 2.5 vs MiMo-V2.5-Pro

MiMo-V2.5-Pro is the stronger model overall, scoring 45.2 to 33.5 on the Noometry Index. Mercury 2.5 costs 8.1× less per token, which makes it the better buy when MiMo-V2.5-Pro's lead doesn't matter for your workload.

Last verified . 4 shared benchmarks.

Mercury 2.5 Inception

33.5

Rank #242 Reported

MiMo-V2.5-Pro Xiaomi

45.2

Rank #74 Confirmed

Summary

  • They share 4 benchmarks with published results for both. Mercury 2.5 scores higher in 0 categories and MiMo-V2.5-Pro in 3 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in math, where MiMo-V2.5-Pro leads 40.0 to 23.3.
  • The biggest single-benchmark swing is ProofBench: 3% for Mercury 2.5 and 22% for MiMo-V2.5-Pro.
  • Mercury 2.5 is cheaper at $0.04 / $0.15 per million input/output tokens, against $0.43 / $0.87 for MiMo-V2.5-Pro.
  • MiMo-V2.5-Pro accepts more context: 1.05M tokens versus 260K.
  • MiMo-V2.5-Pro has downloadable open weights; the other is API-only.

Side by side

Mercury 2.5 and MiMo-V2.5-Pro specifications
Mercury 2.5MiMo-V2.5-Pro
ProviderInceptionXiaomi
Noometry Index33.545.2
Released2026-09-082026-04-22
WeightsProprietaryOpen
Context window260K1.05M
Max output66K131K
Input $ / M tokens$0.04$0.43
Output $ / M tokens$0.15$0.87
Results tracked427

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Category by category

Coding MiMo-V2.5-Pro leads

Mercury 2.5: 39.5 (#156), MiMo-V2.5-Pro: 47.4 (#60)

Coding benchmarks
BenchmarkMercury 2.5MiMo-V2.5-Pro
SciCode38.5%50.2%
ALE-Bench301.65899.8
LMArena WebDev—1479
LMArena Coding—1503

Reasoning MiMo-V2.5-Pro leads

Mercury 2.5: 22.4 (#193), MiMo-V2.5-Pro: 26.8 (#130)

Reasoning benchmarks
BenchmarkMercury 2.5MiMo-V2.5-Pro
CritPt0%4%
NYT Connections (extended)—34.4%
LMArena Hard Prompts—1488
DTBench—84.5%
LMCA—29.5%

Math MiMo-V2.5-Pro leads

Mercury 2.5: 23.3 (#272), MiMo-V2.5-Pro: 40.0 (#96)

Math benchmarks
BenchmarkMercury 2.5MiMo-V2.5-Pro
ProofBench3%22%
LMArena Math—1481

Knowledge Not comparable

Mercury 2.5: —, MiMo-V2.5-Pro: 42.2 (#98)

Knowledge benchmarks
BenchmarkMercury 2.5MiMo-V2.5-Pro
LMArena Expert—1503

Multilingual Not comparable

Mercury 2.5: —, MiMo-V2.5-Pro: 55.1 (#34)

Multilingual benchmarks
BenchmarkMercury 2.5MiMo-V2.5-Pro
LMArena Non-English—1449
LMArena Chinese—1507
LMArena French—1488
LMArena German—1458
LMArena Japanese—1412
LMArena Korean—1437
LMArena Russian—1450
LMArena Spanish—1471

Instruction Following Not comparable

Mercury 2.5: —, MiMo-V2.5-Pro: 77.5 (#21)

Instruction Following benchmarks
BenchmarkMercury 2.5MiMo-V2.5-Pro
LMArena Instruction Following—1477

Long Context Not comparable

Mercury 2.5: —, MiMo-V2.5-Pro: 45.4 (#37)

Long Context benchmarks
BenchmarkMercury 2.5MiMo-V2.5-Pro
LMArena Longer Query—1483

Writing & Preference Not comparable

Mercury 2.5: —, MiMo-V2.5-Pro: 65.3 (#49)

Writing & Preference benchmarks
BenchmarkMercury 2.5MiMo-V2.5-Pro
LMArena Text—1465
LMArena Creative Writing—1440
EQ-Bench Creative Writing—1493
EQ-Bench 4—1208
LMArena Multi-Turn—1477

Frequently asked questions

Is Mercury 2.5 better than MiMo-V2.5-Pro?

MiMo-V2.5-Pro is the stronger model overall, scoring 45.2 to 33.5 on the Noometry Index. Mercury 2.5 costs 8.1× less per token, which makes it the better buy when MiMo-V2.5-Pro's lead doesn't matter for your workload.

Which is cheaper, Mercury 2.5 or MiMo-V2.5-Pro?

Mercury 2.5 is cheaper. It lists at $0.04 per million input tokens and $0.15 per million output tokens; MiMo-V2.5-Pro lists at $0.43 and $0.87.

Is Mercury 2.5 or MiMo-V2.5-Pro better for coding?

MiMo-V2.5-Pro scores higher on coding benchmarks: 47.4 versus 39.5 in the Noometry coding category.

Which has the bigger context window?

MiMo-V2.5-Pro does, with 1.05M tokens against 260K.

How many benchmarks do Mercury 2.5 and MiMo-V2.5-Pro share?

4 benchmarks have published results for both models. Mercury 2.5 has 4 scored results on Noometry and MiMo-V2.5-Pro has 27.

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