Model comparison

Amazon Nova Experimental Chat 10 09 vs Trinity Large Thinking

Amazon Nova Experimental Chat 10 09 is the stronger model overall, scoring 41.4 to 38.1 on the Noometry Index.

Last verified . 9 shared benchmarks.

Trinity Large Thinking Arcee AI

38.1

Rank #180 Confirmed

Summary

  • They share 9 benchmarks with published results for both. Amazon Nova Experimental Chat 10 09 scores higher in 4 categories and Trinity Large Thinking in 2 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Amazon Nova Experimental Chat 10 09 leads 26.2 to 16.3.
  • Trinity Large Thinking has downloadable open weights; the other is API-only.

Side by side

Amazon Nova Experimental Chat 10 09 and Trinity Large Thinking specifications
Amazon Nova Experimental Chat 10 09Trinity Large Thinking
ProviderAmazonArcee AI
Noometry Index41.438.1
Released—2026-04-01
WeightsProprietaryOpen
Context window—262K
Max output—80K
Input $ / M tokens—$0.25
Output $ / M tokens—$0.80
Results tracked924

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Category by category

Coding Amazon Nova Experimental Chat 10 09 leads

Amazon Nova Experimental Chat 10 09: 39.6 (#142), Trinity Large Thinking: 33.8 (#238)

Coding benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Trinity Large Thinking
LMArena Coding13711381
LMArena WebDev—1238
SciCode—36.1%

Reasoning Amazon Nova Experimental Chat 10 09 leads

Amazon Nova Experimental Chat 10 09: 26.2 (#122), Trinity Large Thinking: 16.3 (#298)

Reasoning benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Trinity Large Thinking
LMArena Hard Prompts13561350
NYT Connections (extended)—16.5%
CritPt—0.9%
Thematic Generalization—41.6%
Surface Evolver Bench—15.6%

Math Not comparable

Amazon Nova Experimental Chat 10 09: —, Trinity Large Thinking: 34.9 (#149)

Math benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Trinity Large Thinking
LMArena Math—1366

Knowledge Not comparable

Amazon Nova Experimental Chat 10 09: —, Trinity Large Thinking: 40.3 (#107)

Knowledge benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Trinity Large Thinking
Vectara Hallucination Rate—6.9%
LMArena Expert—1359

Multilingual Amazon Nova Experimental Chat 10 09 leads

Amazon Nova Experimental Chat 10 09: 47.5 (#145), Trinity Large Thinking: 46.4 (#155)

Multilingual benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Trinity Large Thinking
LMArena Non-English13411325
LMArena Chinese13451372
LMArena French—1374
LMArena German—1356
LMArena Japanese—1312
LMArena Korean—1304
LMArena Russian—1338
LMArena Spanish—1356

Instruction Following Too close to call

Amazon Nova Experimental Chat 10 09: 69.7 (#167), Trinity Large Thinking: 70.7 (#157)

Instruction Following benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Trinity Large Thinking
LMArena Instruction Following13161334

Long Context Too close to call

Amazon Nova Experimental Chat 10 09: 40.6 (#146), Trinity Large Thinking: 41.2 (#139)

Long Context benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Trinity Large Thinking
LMArena Longer Query13341355

Writing & Preference Too close to call

Amazon Nova Experimental Chat 10 09: 55.0 (#144), Trinity Large Thinking: 54.0 (#152)

Writing & Preference benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Trinity Large Thinking
LMArena Text13651340
LMArena Creative Writing13071321
LMArena Multi-Turn13541342

Frequently asked questions

Is Amazon Nova Experimental Chat 10 09 better than Trinity Large Thinking?

Amazon Nova Experimental Chat 10 09 is the stronger model overall, scoring 41.4 to 38.1 on the Noometry Index.

Is Amazon Nova Experimental Chat 10 09 or Trinity Large Thinking better for coding?

Amazon Nova Experimental Chat 10 09 scores higher on coding benchmarks: 39.6 versus 33.8 in the Noometry coding category.

How many benchmarks do Amazon Nova Experimental Chat 10 09 and Trinity Large Thinking share?

9 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 09 has 9 scored results on Noometry and Trinity Large Thinking has 24.

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