Model comparison

Amazon Nova Experimental Chat 10 09 vs Kimi K2 (Jul 2025)

Amazon Nova Experimental Chat 10 09 and Kimi K2 (Jul 2025) score almost the same on the Noometry Index (41.9 vs 41.2), so choose on price, context window or the category you care about most.

Last verified . 9 shared benchmarks.

Kimi K2 (Jul 2025) Moonshot AI

41.2

Rank #140 Confirmed

Summary

  • They share 9 benchmarks with published results for both. Amazon Nova Experimental Chat 10 09 scores higher in 1 category and Kimi K2 (Jul 2025) in 5 categories; 5 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Kimi K2 (Jul 2025) leads 62.3 to 54.7.
  • Kimi K2 (Jul 2025) has downloadable open weights; the other is API-only.

Side by side

Amazon Nova Experimental Chat 10 09 and Kimi K2 (Jul 2025) specifications
Amazon Nova Experimental Chat 10 09Kimi K2 (Jul 2025)
ProviderAmazonMoonshot AI
Noometry Index41.941.2
Released—2025-07-12
WeightsProprietaryOpen
Context window—262K
Max output—262K
Input $ / M tokens—$0.57
Output $ / M tokens—$2.30
Results tracked942

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Category by category

Coding Kimi K2 (Jul 2025) leads

Amazon Nova Experimental Chat 10 09: 40.2 (#145), Kimi K2 (Jul 2025): 42.4 (#102)

Coding benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Kimi K2 (Jul 2025)
LMArena Coding13701399
SWE-bench Verified (bash only)—63.4%
Aider Polyglot—59.1%
GSO—4.9%
WeirdML—42.8%
ALE-Bench—597.5

Agentic & Tool Use Not comparable

Amazon Nova Experimental Chat 10 09: —, Kimi K2 (Jul 2025): 32.4 (#64)

Agentic & Tool Use benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Kimi K2 (Jul 2025)
Terminal-Bench—35.7%
Berkeley Function Calling Leaderboard—59.1%
METR Time Horizons—59.2%

Reasoning Amazon Nova Experimental Chat 10 09 leads

Amazon Nova Experimental Chat 10 09: 27.3 (#120), Kimi K2 (Jul 2025): 23.3 (#179)

Reasoning benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Kimi K2 (Jul 2025)
LMArena Hard Prompts13561384
SimpleBench—26.3%
Kagi LLM Benchmark—64.4%
Epoch Capabilities Index—146.01
ForecastBench—60.2

Math Not comparable

Amazon Nova Experimental Chat 10 09: —, Kimi K2 (Jul 2025): 42.7 (#83)

Math benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Kimi K2 (Jul 2025)
Omni-MATH—65.4%
LMArena Math—1397
FrontierMath (Feb 2025 set)—21.4%
FrontierMath Tier 4 (v1)—0%

Knowledge Not comparable

Amazon Nova Experimental Chat 10 09: —, Kimi K2 (Jul 2025): 37.3 (#157)

Knowledge benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Kimi K2 (Jul 2025)
MMLU-Pro—81.9%
Confabulations—20.4%
Vectara Hallucination Rate—17.9%
GPQA (HELM)—65.3%
LMArena Expert—1365

Multilingual Kimi K2 (Jul 2025) leads

Amazon Nova Experimental Chat 10 09: 47.3 (#150), Kimi K2 (Jul 2025): 49.6 (#130)

Multilingual benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Kimi K2 (Jul 2025)
LMArena Non-English13401372
LMArena Chinese13411415
LMArena French—1379
LMArena German—1387
LMArena Japanese—1349
LMArena Korean—1325
LMArena Russian—1385
LMArena Spanish—1386

Instruction Following Kimi K2 (Jul 2025) leads

Amazon Nova Experimental Chat 10 09: 69.4 (#172), Kimi K2 (Jul 2025): 71.1 (#156)

Instruction Following benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Kimi K2 (Jul 2025)
LMArena Instruction Following13151348
IFEval—85%

Long Context Too close to call

Amazon Nova Experimental Chat 10 09: 40.5 (#152), Kimi K2 (Jul 2025): 41.2 (#145)

Long Context benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Kimi K2 (Jul 2025)
LMArena Longer Query13331353
Fiction.LiveBench—66.7%
CL-bench—17.6%

Writing & Preference Kimi K2 (Jul 2025) leads

Amazon Nova Experimental Chat 10 09: 54.7 (#149), Kimi K2 (Jul 2025): 62.3 (#78)

Writing & Preference benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Kimi K2 (Jul 2025)
LMArena Text13641380
LMArena Creative Writing13071350
LMArena Multi-Turn13551371
Short-Story Creative Writing—85.6%
EQ-Bench Creative Writing—1666
WildBench—86.2%

Frequently asked questions

Is Amazon Nova Experimental Chat 10 09 better than Kimi K2 (Jul 2025)?

Amazon Nova Experimental Chat 10 09 and Kimi K2 (Jul 2025) score almost the same on the Noometry Index (41.9 vs 41.2), so choose on price, context window or the category you care about most.

Is Amazon Nova Experimental Chat 10 09 or Kimi K2 (Jul 2025) better for coding?

Kimi K2 (Jul 2025) scores higher on coding benchmarks: 42.4 versus 40.2 in the Noometry coding category.

How many benchmarks do Amazon Nova Experimental Chat 10 09 and Kimi K2 (Jul 2025) share?

9 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 09 has 9 scored results on Noometry and Kimi K2 (Jul 2025) has 42.

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