Model comparison

MiMo-V2.5-Pro vs MiniMax-M3

MiMo-V2.5-Pro is the stronger model overall, scoring 44.8 to 43.5 on the Noometry Index.

Last verified . 26 shared benchmarks.

MiMo-V2.5-Pro Xiaomi

44.8

Rank #70 Confirmed

MiniMax-M3 MiniMax

43.5

Rank #81 Confirmed

Summary

  • They share 26 benchmarks with published results for both. MiMo-V2.5-Pro scores higher in 5 categories and MiniMax-M3 in 3 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where MiniMax-M3 leads 58.4 to 41.5.
  • The biggest single-benchmark swing is NYT Connections (extended): 34.4% for MiMo-V2.5-Pro and 65.1% for MiniMax-M3.
  • Both cost about the same: $0.43 input and $0.87 output per million tokens.
  • MiMo-V2.5-Pro accepts more context: 1.05M tokens versus 1M.

Side by side

MiMo-V2.5-Pro and MiniMax-M3 specifications
MiMo-V2.5-ProMiniMax-M3
ProviderXiaomiMiniMax
Noometry Index44.843.5
Released2026-04-222026-06-01
WeightsOpenOpen
Context window1.05M1M
Max output131K512K
Input $ / M tokens$0.43$0.30
Output $ / M tokens$0.87$1.20
Results tracked2741

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Category by category

Coding MiMo-V2.5-Pro leads

MiMo-V2.5-Pro: 47.0 (#58), MiniMax-M3: 41.5 (#111)

Coding benchmarks
BenchmarkMiMo-V2.5-ProMiniMax-M3
LMArena WebDev14771482
SciCode50.2%47.1%
LMArena Coding15021470
ALE-Bench899.8640.02
FrontierCode—14.7%

Agentic & Tool Use Not comparable

MiMo-V2.5-Pro: —, MiniMax-M3: 22.5 (#121)

Agentic & Tool Use benchmarks
BenchmarkMiMo-V2.5-ProMiniMax-M3
APEX-Agents—37.7%
OSWorld 2.0—4.6%
GBAEval—0.9%
Vending-Bench 2—2,158

Reasoning MiniMax-M3 leads

MiMo-V2.5-Pro: 25.9 (#124), MiniMax-M3: 29.3 (#83)

Reasoning benchmarks
BenchmarkMiMo-V2.5-ProMiniMax-M3
NYT Connections (extended)34.4%65.1%
CritPt4%3.7%
LMArena Hard Prompts14871447
DTBench84.5%78.9%
LMCA29.5%33.7%
SimpleBench—45.8%
Chess Puzzles—14%
Mystery Game Puzzles—8%
Surface Evolver Bench—55%
Epoch Capabilities Index—147
ForecastBench—61.4

Math Too close to call

MiMo-V2.5-Pro: 38.6 (#84), MiniMax-M3: 39.1 (#83)

Math benchmarks
BenchmarkMiMo-V2.5-ProMiniMax-M3
ProofBench22%18%
LMArena Math14801432
OTIS Mock AIME 2024-2025—71.1%

Knowledge MiniMax-M3 leads

MiMo-V2.5-Pro: 41.5 (#100), MiniMax-M3: 58.4 (#32)

Knowledge benchmarks
BenchmarkMiMo-V2.5-ProMiniMax-M3
LMArena Expert15011462
GPQA Diamond—90.9%

Multimodal Not comparable

MiMo-V2.5-Pro: —, MiniMax-M3: 39.5 (#45)

Multimodal benchmarks
BenchmarkMiMo-V2.5-ProMiniMax-M3
LMArena Vision—1254
LMArena Document—1435

Multilingual MiMo-V2.5-Pro leads

MiMo-V2.5-Pro: 55.3 (#33), MiniMax-M3: 53.2 (#70)

Multilingual benchmarks
BenchmarkMiMo-V2.5-ProMiniMax-M3
LMArena Non-English14491420
LMArena Chinese15071465
LMArena French14891445
LMArena German14551424
LMArena Japanese14181381
LMArena Korean14361372
LMArena Russian14501430
LMArena Spanish14701431

Instruction Following MiMo-V2.5-Pro leads

MiMo-V2.5-Pro: 77.6 (#21), MiniMax-M3: 75.7 (#56)

Instruction Following benchmarks
BenchmarkMiMo-V2.5-ProMiniMax-M3
LMArena Instruction Following14771433

Long Context MiMo-V2.5-Pro leads

MiMo-V2.5-Pro: 45.4 (#38), MiniMax-M3: 44.2 (#68)

Long Context benchmarks
BenchmarkMiMo-V2.5-ProMiniMax-M3
LMArena Longer Query14821445

Writing & Preference MiMo-V2.5-Pro leads

MiMo-V2.5-Pro: 65.5 (#47), MiniMax-M3: 62.3 (#79)

Writing & Preference benchmarks
BenchmarkMiMo-V2.5-ProMiniMax-M3
LMArena Text14651433
LMArena Creative Writing14401405
EQ-Bench 412081150
LMArena Multi-Turn14771441
EQ-Bench Creative Writing1493—

Frequently asked questions

Is MiMo-V2.5-Pro better than MiniMax-M3?

MiMo-V2.5-Pro is the stronger model overall, scoring 44.8 to 43.5 on the Noometry Index.

Which is cheaper, MiMo-V2.5-Pro or MiniMax-M3?

MiniMax-M3 is cheaper. It lists at $0.30 per million input tokens and $1.20 per million output tokens; MiMo-V2.5-Pro lists at $0.43 and $0.87.

Is MiMo-V2.5-Pro or MiniMax-M3 better for coding?

MiMo-V2.5-Pro scores higher on coding benchmarks: 47.0 versus 41.5 in the Noometry coding category.

Which has the bigger context window?

MiMo-V2.5-Pro does, with 1.05M tokens against 1M.

How many benchmarks do MiMo-V2.5-Pro and MiniMax-M3 share?

26 benchmarks have published results for both models. MiMo-V2.5-Pro has 27 scored results on Noometry and MiniMax-M3 has 41.

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