Model comparison

Grok 4.1 vs Kimi K2 Thinking Turbo

Kimi K2 Thinking Turbo is the stronger model overall, scoring 45.8 to 41.5 on the Noometry Index.

Last verified . 18 shared benchmarks.

Grok 4.1 xAI

41.5

Rank #134 Confirmed

Kimi K2 Thinking Turbo Moonshot AI

45.8

Rank #70 Confirmed

Summary

  • They share 18 benchmarks with published results for both. Grok 4.1 scores higher in 3 categories and Kimi K2 Thinking Turbo in 5 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Kimi K2 Thinking Turbo leads 50.9 to 39.5.
  • Kimi K2 Thinking Turbo has downloadable open weights; the other is API-only.

Side by side

Grok 4.1 and Kimi K2 Thinking Turbo specifications
Grok 4.1Kimi K2 Thinking Turbo
ProviderxAIMoonshot AI
Noometry Index41.545.8
Released2025-11-172025-11-06
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1921

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Category by category

Coding Kimi K2 Thinking Turbo leads

Grok 4.1: 33.7 (#253), Kimi K2 Thinking Turbo: 38.4 (#178)

Coding benchmarks
BenchmarkGrok 4.1Kimi K2 Thinking Turbo
LMArena WebDev12141322
LMArena Coding14451454

Agentic & Tool Use Not comparable

Grok 4.1: 34.1 (#49), Kimi K2 Thinking Turbo: —

Agentic & Tool Use benchmarks
BenchmarkGrok 4.1Kimi K2 Thinking Turbo
Cybench39%—

Reasoning Kimi K2 Thinking Turbo leads

Grok 4.1: 29.5 (#91), Kimi K2 Thinking Turbo: 32.5 (#75)

Reasoning benchmarks
BenchmarkGrok 4.1Kimi K2 Thinking Turbo
LMArena Hard Prompts14351428
Chess Puzzles—20%

Math Kimi K2 Thinking Turbo leads

Grok 4.1: 38.9 (#120), Kimi K2 Thinking Turbo: 47.4 (#68)

Math benchmarks
BenchmarkGrok 4.1Kimi K2 Thinking Turbo
LMArena Math14221429
OTIS Mock AIME 2024-2025—83.1%

Knowledge Kimi K2 Thinking Turbo leads

Grok 4.1: 39.5 (#133), Kimi K2 Thinking Turbo: 50.9 (#69)

Knowledge benchmarks
BenchmarkGrok 4.1Kimi K2 Thinking Turbo
LMArena Expert14171439
GPQA Diamond—84.2%

Multilingual Grok 4.1 leads

Grok 4.1: 53.4 (#68), Kimi K2 Thinking Turbo: 51.4 (#109)

Multilingual benchmarks
BenchmarkGrok 4.1Kimi K2 Thinking Turbo
LMArena Non-English14251398
LMArena Chinese14651456
LMArena French14481425
LMArena German14461390
LMArena Japanese13971357
LMArena Korean14071330
LMArena Russian14341391
LMArena Spanish14381406

Instruction Following Too close to call

Grok 4.1: 73.8 (#111), Kimi K2 Thinking Turbo: 74.0 (#109)

Instruction Following benchmarks
BenchmarkGrok 4.1Kimi K2 Thinking Turbo
LMArena Instruction Following14001403

Long Context Too close to call

Grok 4.1: 43.2 (#100), Kimi K2 Thinking Turbo: 43.2 (#102)

Long Context benchmarks
BenchmarkGrok 4.1Kimi K2 Thinking Turbo
LMArena Longer Query14161415

Writing & Preference Grok 4.1 leads

Grok 4.1: 62.4 (#75), Kimi K2 Thinking Turbo: 60.0 (#104)

Writing & Preference benchmarks
BenchmarkGrok 4.1Kimi K2 Thinking Turbo
LMArena Text14371415
LMArena Creative Writing14111374
LMArena Multi-Turn14371414

Frequently asked questions

Is Grok 4.1 better than Kimi K2 Thinking Turbo?

Kimi K2 Thinking Turbo is the stronger model overall, scoring 45.8 to 41.5 on the Noometry Index.

Is Grok 4.1 or Kimi K2 Thinking Turbo better for coding?

Kimi K2 Thinking Turbo scores higher on coding benchmarks: 38.4 versus 33.7 in the Noometry coding category.

How many benchmarks do Grok 4.1 and Kimi K2 Thinking Turbo share?

18 benchmarks have published results for both models. Grok 4.1 has 19 scored results on Noometry and Kimi K2 Thinking Turbo has 21.

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