Model comparison

Amazon Nova Experimental Chat 10 20 vs Claude Sonnet 4

Amazon Nova Experimental Chat 10 20 and Claude Sonnet 4 score almost the same on the Noometry Index (41.5 vs 40.6), so choose on price, context window or the category you care about most.

Last verified . 17 shared benchmarks.

Claude Sonnet 4 Anthropic

40.6

Rank #139 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Amazon Nova Experimental Chat 10 20 scores higher in 4 categories and Claude Sonnet 4 in 4 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in long context, where Amazon Nova Experimental Chat 10 20 leads 41.7 to 33.6.

Side by side

Amazon Nova Experimental Chat 10 20 and Claude Sonnet 4 specifications
Amazon Nova Experimental Chat 10 20Claude Sonnet 4
ProviderAmazonAnthropic
Noometry Index41.540.6
Released—2025-05-22
WeightsProprietaryProprietary
Context window—200K
Max output—64K
Input $ / M tokens—$3
Output $ / M tokens—$15
Results tracked1758

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Category by category

Coding Claude Sonnet 4 leads

Amazon Nova Experimental Chat 10 20: 41.0 (#123), Claude Sonnet 4: 44.0 (#70)

Coding benchmarks
BenchmarkAmazon Nova Experimental Chat 10 20Claude Sonnet 4
LMArena Coding14131414
SWE-bench Verified (bash only)—64.9%
Aider Polyglot—61.3%
SciCode—40%
GSO—4.9%
WeirdML—46.1%
ALE-Bench—655.35

Agentic & Tool Use Not comparable

Amazon Nova Experimental Chat 10 20: —, Claude Sonnet 4: 38.3 (#29)

Agentic & Tool Use benchmarks
BenchmarkAmazon Nova Experimental Chat 10 20Claude Sonnet 4
TheAgentCompany—33.1%
Cybench—35%
DeepResearch Bench—46.6%
OSWorld—43.9%
METR Time Horizons—62%

Reasoning Amazon Nova Experimental Chat 10 20 leads

Amazon Nova Experimental Chat 10 20: 27.3 (#110), Claude Sonnet 4: 23.0 (#169)

Reasoning benchmarks
BenchmarkAmazon Nova Experimental Chat 10 20Claude Sonnet 4
LMArena Hard Prompts13961372
ARC-AGI-2—5.9%
SimpleBench—45.5%
Kagi LLM Benchmark—73%
ARC-AGI-1—40%
CritPt—0.3%
EnigmaEval—3.1%
DTBench—77.1%
LMCA—29%
Epoch Capabilities Index—141.69
ForecastBench—60.2

Math Claude Sonnet 4 leads

Amazon Nova Experimental Chat 10 20: 36.2 (#121), Claude Sonnet 4: 41.5 (#71)

Math benchmarks
BenchmarkAmazon Nova Experimental Chat 10 20Claude Sonnet 4
LMArena Math14251375
OTIS Mock AIME 2024-2025—71.1%
Omni-MATH—60.2%
MATH Level 5—84.4%
FrontierMath (Feb 2025 set)—4.1%
FrontierMath Tier 4 (v1)—0%

Knowledge Claude Sonnet 4 leads

Amazon Nova Experimental Chat 10 20: 37.8 (#142), Claude Sonnet 4: 41.6 (#99)

Knowledge benchmarks
BenchmarkAmazon Nova Experimental Chat 10 20Claude Sonnet 4
LMArena Expert13851371
GPQA Diamond—79.2%
Humanity's Last Exam—7.8%
MMLU-Pro—84.3%
Confabulations—13.2%
Vectara Hallucination Rate—10.3%
GPQA (HELM)—70.6%

Multimodal Not comparable

Amazon Nova Experimental Chat 10 20: —, Claude Sonnet 4: 25.6 (#116)

Multimodal benchmarks
BenchmarkAmazon Nova Experimental Chat 10 20Claude Sonnet 4
LMArena Vision—1191
GeoBench—37%
VPCT—34%
MindCube—44.8%

Multilingual Amazon Nova Experimental Chat 10 20 leads

Amazon Nova Experimental Chat 10 20: 49.7 (#127), Claude Sonnet 4: 46.9 (#151)

Multilingual benchmarks
BenchmarkAmazon Nova Experimental Chat 10 20Claude Sonnet 4
LMArena Non-English13721333
LMArena Chinese14051351
LMArena French14261364
LMArena German13911331
LMArena Japanese13551301
LMArena Korean13271293
LMArena Russian13711355
LMArena Spanish13811356

Instruction Following Too close to call

Amazon Nova Experimental Chat 10 20: 72.3 (#136), Claude Sonnet 4: 71.8 (#141)

Instruction Following benchmarks
BenchmarkAmazon Nova Experimental Chat 10 20Claude Sonnet 4
LMArena Instruction Following13651375
IFEval—84%

Long Context Amazon Nova Experimental Chat 10 20 leads

Amazon Nova Experimental Chat 10 20: 41.7 (#128), Claude Sonnet 4: 33.6 (#254)

Long Context benchmarks
BenchmarkAmazon Nova Experimental Chat 10 20Claude Sonnet 4
LMArena Longer Query13701398
Fiction.LiveBench—46.9%

Writing & Preference Too close to call

Amazon Nova Experimental Chat 10 20: 56.9 (#131), Claude Sonnet 4: 57.3 (#127)

Writing & Preference benchmarks
BenchmarkAmazon Nova Experimental Chat 10 20Claude Sonnet 4
LMArena Text13941351
LMArena Creative Writing13181345
LMArena Multi-Turn13641376
Short-Story Creative Writing—81.4%
EQ-Bench Creative Writing—1483
WildBench—83.8%

Frequently asked questions

Is Amazon Nova Experimental Chat 10 20 better than Claude Sonnet 4?

Amazon Nova Experimental Chat 10 20 and Claude Sonnet 4 score almost the same on the Noometry Index (41.5 vs 40.6), so choose on price, context window or the category you care about most.

Is Amazon Nova Experimental Chat 10 20 or Claude Sonnet 4 better for coding?

Claude Sonnet 4 scores higher on coding benchmarks: 44.0 versus 41.0 in the Noometry coding category.

How many benchmarks do Amazon Nova Experimental Chat 10 20 and Claude Sonnet 4 share?

17 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 20 has 17 scored results on Noometry and Claude Sonnet 4 has 58.

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