Model comparison

Kimi K2 Thinking Turbo vs Llama 4 Scout

Kimi K2 Thinking Turbo is the stronger model overall, scoring 45.8 to 27.7 on the Noometry Index.

Last verified . 19 shared benchmarks.

Kimi K2 Thinking Turbo Moonshot AI

45.8

Rank #70 Confirmed

Llama 4 Scout Meta

27.7

Rank #330 Confirmed

Summary

  • They share 19 benchmarks with published results for both. Kimi K2 Thinking Turbo scores higher in 8 categories and Llama 4 Scout in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where Kimi K2 Thinking Turbo leads 47.4 to 19.6.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 83.1% for Kimi K2 Thinking Turbo and 7.8% for Llama 4 Scout.

Side by side

Kimi K2 Thinking Turbo and Llama 4 Scout specifications
Kimi K2 Thinking TurboLlama 4 Scout
ProviderMoonshot AIMeta
Noometry Index45.827.7
Released2025-11-062025-04-05
WeightsOpenOpen
Context window—128K
Max output—4K
Input $ / M tokens—$0.10
Output $ / M tokens—$0.30
Results tracked2143

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Category by category

Coding Kimi K2 Thinking Turbo leads

Kimi K2 Thinking Turbo: 38.4 (#178), Llama 4 Scout: 20.2 (#339)

Coding benchmarks
BenchmarkKimi K2 Thinking TurboLlama 4 Scout
LMArena Coding14541286
SWE-bench Verified (bash only)—9.1%
LMArena WebDev1322—
SciCode—17%
BigCodeBench Complete—43.1%

Agentic & Tool Use Not comparable

Kimi K2 Thinking Turbo: —, Llama 4 Scout: 24.6 (#119)

Agentic & Tool Use benchmarks
BenchmarkKimi K2 Thinking TurboLlama 4 Scout
Berkeley Function Calling Leaderboard—28.1%

Reasoning Kimi K2 Thinking Turbo leads

Kimi K2 Thinking Turbo: 32.5 (#75), Llama 4 Scout: 9.1 (#345)

Reasoning benchmarks
BenchmarkKimi K2 Thinking TurboLlama 4 Scout
LMArena Hard Prompts14281266
ARC-AGI-2—0%
Kagi LLM Benchmark—36.9%
ARC-AGI-1—0.5%
CritPt—0%
Chess Puzzles20%—
DTBench—57.9%
LMCA—12%
Epoch Capabilities Index—129.64
ForecastBench—57.5

Math Kimi K2 Thinking Turbo leads

Kimi K2 Thinking Turbo: 47.4 (#68), Llama 4 Scout: 19.6 (#286)

Math benchmarks
BenchmarkKimi K2 Thinking TurboLlama 4 Scout
OTIS Mock AIME 2024-202583.1%7.8%
LMArena Math14291287
Omni-MATH—37.3%
MATH Level 5—62.3%
FrontierMath (Feb 2025 set)—0%

Knowledge Kimi K2 Thinking Turbo leads

Kimi K2 Thinking Turbo: 50.9 (#69), Llama 4 Scout: 31.9 (#217)

Knowledge benchmarks
BenchmarkKimi K2 Thinking TurboLlama 4 Scout
GPQA Diamond84.2%51.8%
LMArena Expert14391235
MMLU-Pro—74.2%
Vectara Hallucination Rate—7.7%
GPQA (HELM)—50.7%

Multimodal Not comparable

Kimi K2 Thinking Turbo: —, Llama 4 Scout: 32.2 (#102)

Multimodal benchmarks
BenchmarkKimi K2 Thinking TurboLlama 4 Scout
LMArena Vision—1118
SpatialViz-Bench—34.2%

Multilingual Kimi K2 Thinking Turbo leads

Kimi K2 Thinking Turbo: 51.4 (#109), Llama 4 Scout: 41.0 (#212)

Multilingual benchmarks
BenchmarkKimi K2 Thinking TurboLlama 4 Scout
LMArena Non-English13981252
LMArena Chinese14561255
LMArena French14251282
LMArena German13901272
LMArena Japanese13571206
LMArena Korean13301207
LMArena Russian13911263
LMArena Spanish14061278

Instruction Following Kimi K2 Thinking Turbo leads

Kimi K2 Thinking Turbo: 74.0 (#109), Llama 4 Scout: 65.8 (#217)

Instruction Following benchmarks
BenchmarkKimi K2 Thinking TurboLlama 4 Scout
LMArena Instruction Following14031248
IFEval—81.8%

Long Context Kimi K2 Thinking Turbo leads

Kimi K2 Thinking Turbo: 43.2 (#102), Llama 4 Scout: 27.5 (#294)

Long Context benchmarks
BenchmarkKimi K2 Thinking TurboLlama 4 Scout
LMArena Longer Query14151265
Fiction.LiveBench—36%

Writing & Preference Kimi K2 Thinking Turbo leads

Kimi K2 Thinking Turbo: 60.0 (#104), Llama 4 Scout: 37.0 (#261)

Writing & Preference benchmarks
BenchmarkKimi K2 Thinking TurboLlama 4 Scout
LMArena Text14151279
LMArena Creative Writing13741249
LMArena Multi-Turn14141280
EQ-Bench Creative Writing—783
WildBench—78%

Frequently asked questions

Is Kimi K2 Thinking Turbo better than Llama 4 Scout?

Kimi K2 Thinking Turbo is the stronger model overall, scoring 45.8 to 27.7 on the Noometry Index.

Is Kimi K2 Thinking Turbo or Llama 4 Scout better for coding?

Kimi K2 Thinking Turbo scores higher on coding benchmarks: 38.4 versus 20.2 in the Noometry coding category.

How many benchmarks do Kimi K2 Thinking Turbo and Llama 4 Scout share?

19 benchmarks have published results for both models. Kimi K2 Thinking Turbo has 21 scored results on Noometry and Llama 4 Scout has 43.

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