Model comparison

Kimi K2 (Jul 2025) vs MiMo-V2.5

MiMo-V2.5 is the stronger model overall, scoring 43.4 to 41.2 on the Noometry Index.

Last verified . 18 shared benchmarks.

Kimi K2 (Jul 2025) Moonshot AI

41.2

Rank #140 Confirmed

MiMo-V2.5 Xiaomi

43.4

Rank #93 Confirmed

Summary

  • They share 18 benchmarks with published results for both. Kimi K2 (Jul 2025) scores higher in 2 categories and MiMo-V2.5 in 6 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in math, where Kimi K2 (Jul 2025) leads 42.7 to 36.8.
  • MiMo-V2.5 is cheaper at $0.14 / $0.28 per million input/output tokens, against $0.57 / $2.30 for Kimi K2 (Jul 2025).
  • MiMo-V2.5 accepts more context: 1.05M tokens versus 262K.

Side by side

Kimi K2 (Jul 2025) and MiMo-V2.5 specifications
Kimi K2 (Jul 2025)MiMo-V2.5
ProviderMoonshot AIXiaomi
Noometry Index41.243.4
Released2025-07-122026-04-22
WeightsOpenOpen
Context window262K1.05M
Max output262K131K
Input $ / M tokens$0.57$0.14
Output $ / M tokens$2.30$0.28
Results tracked4223

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Category by category

Coding MiMo-V2.5 leads

Kimi K2 (Jul 2025): 42.4 (#102), MiMo-V2.5: 43.9 (#81)

Coding benchmarks
BenchmarkKimi K2 (Jul 2025)MiMo-V2.5
LMArena Coding13991469
ALE-Bench597.5513.95
SWE-bench Verified (bash only)63.4%—
Aider Polyglot59.1%—
LMArena WebDev—1438
SciCode—43.1%
GSO4.9%—
WeirdML42.8%—

Agentic & Tool Use Not comparable

Kimi K2 (Jul 2025): 32.4 (#64), MiMo-V2.5: —

Agentic & Tool Use benchmarks
BenchmarkKimi K2 (Jul 2025)MiMo-V2.5
Terminal-Bench35.7%—
Berkeley Function Calling Leaderboard59.1%—
METR Time Horizons59.2%—

Reasoning MiMo-V2.5 leads

Kimi K2 (Jul 2025): 23.3 (#179), MiMo-V2.5: 28.6 (#101)

Reasoning benchmarks
BenchmarkKimi K2 (Jul 2025)MiMo-V2.5
LMArena Hard Prompts13841450
SimpleBench26.3%—
Kagi LLM Benchmark64.4%—
CritPt—3.7%
Epoch Capabilities Index146.01—
ForecastBench60.2—

Math Kimi K2 (Jul 2025) leads

Kimi K2 (Jul 2025): 42.7 (#83), MiMo-V2.5: 36.8 (#163)

Math benchmarks
BenchmarkKimi K2 (Jul 2025)MiMo-V2.5
LMArena Math13971436
ProofBench—16%
Omni-MATH65.4%—
FrontierMath (Feb 2025 set)21.4%—
FrontierMath Tier 4 (v1)0%—

Knowledge MiMo-V2.5 leads

Kimi K2 (Jul 2025): 37.3 (#157), MiMo-V2.5: 40.8 (#115)

Knowledge benchmarks
BenchmarkKimi K2 (Jul 2025)MiMo-V2.5
LMArena Expert13651460
MMLU-Pro81.9%—
Confabulations20.4%—
Vectara Hallucination Rate17.9%—
GPQA (HELM)65.3%—

Multimodal Not comparable

Kimi K2 (Jul 2025): —, MiMo-V2.5: 39.8 (#54)

Multimodal benchmarks
BenchmarkKimi K2 (Jul 2025)MiMo-V2.5
LMArena Vision—1247

Multilingual MiMo-V2.5 leads

Kimi K2 (Jul 2025): 49.6 (#130), MiMo-V2.5: 51.9 (#99)

Multilingual benchmarks
BenchmarkKimi K2 (Jul 2025)MiMo-V2.5
LMArena Non-English13721404
LMArena Chinese14151468
LMArena French13791447
LMArena German13871421
LMArena Japanese13491306
LMArena Korean13251363
LMArena Russian13851395
LMArena Spanish13861416

Instruction Following MiMo-V2.5 leads

Kimi K2 (Jul 2025): 71.1 (#156), MiMo-V2.5: 75.5 (#60)

Instruction Following benchmarks
BenchmarkKimi K2 (Jul 2025)MiMo-V2.5
LMArena Instruction Following13481434
IFEval85%—

Long Context MiMo-V2.5 leads

Kimi K2 (Jul 2025): 41.2 (#145), MiMo-V2.5: 44.2 (#73)

Long Context benchmarks
BenchmarkKimi K2 (Jul 2025)MiMo-V2.5
LMArena Longer Query13531445
Fiction.LiveBench66.7%—
CL-bench17.6%—

Writing & Preference Too close to call

Kimi K2 (Jul 2025): 62.3 (#78), MiMo-V2.5: 61.6 (#86)

Writing & Preference benchmarks
BenchmarkKimi K2 (Jul 2025)MiMo-V2.5
LMArena Text13801428
LMArena Creative Writing13501393
LMArena Multi-Turn13711445
Short-Story Creative Writing85.6%—
EQ-Bench Creative Writing1666—
WildBench86.2%—

Frequently asked questions

Is Kimi K2 (Jul 2025) better than MiMo-V2.5?

MiMo-V2.5 is the stronger model overall, scoring 43.4 to 41.2 on the Noometry Index.

Which is cheaper, Kimi K2 (Jul 2025) or MiMo-V2.5?

MiMo-V2.5 is cheaper. It lists at $0.14 per million input tokens and $0.28 per million output tokens; Kimi K2 (Jul 2025) lists at $0.57 and $2.30.

Is Kimi K2 (Jul 2025) or MiMo-V2.5 better for coding?

MiMo-V2.5 scores higher on coding benchmarks: 43.9 versus 42.4 in the Noometry coding category.

Which has the bigger context window?

MiMo-V2.5 does, with 1.05M tokens against 262K.

How many benchmarks do Kimi K2 (Jul 2025) and MiMo-V2.5 share?

18 benchmarks have published results for both models. Kimi K2 (Jul 2025) has 42 scored results on Noometry and MiMo-V2.5 has 23.

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