Model comparison

Amazon Nova Experimental Chat 10 09 vs Phi-4 Mini

Amazon Nova Experimental Chat 10 09 is the stronger model overall, scoring 41.9 to 30.9 on the Noometry Index.

Last verified . 0 shared benchmarks.

Phi-4 Mini Microsoft

30.9

Rank #283 Reported

Summary

  • The widest gap is in coding, where Amazon Nova Experimental Chat 10 09 leads 40.2 to 28.1.
  • Phi-4 Mini has downloadable open weights; the other is API-only.

Side by side

Amazon Nova Experimental Chat 10 09 and Phi-4 Mini specifications
Amazon Nova Experimental Chat 10 09Phi-4 Mini
ProviderAmazonMicrosoft
Noometry Index41.930.9
Released—2024-12-11
WeightsProprietaryOpen
Context window—128K
Max output—4K
Input $ / M tokens—$0.075
Output $ / M tokens—$0.30
Results tracked93

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Category by category

Coding Amazon Nova Experimental Chat 10 09 leads

Amazon Nova Experimental Chat 10 09: 40.2 (#145), Phi-4 Mini: 28.1 (#317)

Coding benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Phi-4 Mini
SciCode—10.8%
LMArena Coding1370—

Reasoning Amazon Nova Experimental Chat 10 09 leads

Amazon Nova Experimental Chat 10 09: 27.3 (#120), Phi-4 Mini: 22.4 (#195)

Reasoning benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Phi-4 Mini
CritPt—0%
LMArena Hard Prompts1356—

Knowledge Not comparable

Amazon Nova Experimental Chat 10 09: —, Phi-4 Mini: 25.3 (#262)

Knowledge benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Phi-4 Mini
Vectara Hallucination Rate—23.5%

Multilingual Not comparable

Amazon Nova Experimental Chat 10 09: 47.3 (#150), Phi-4 Mini: —

Multilingual benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Phi-4 Mini
LMArena Non-English1340—
LMArena Chinese1341—

Instruction Following Not comparable

Amazon Nova Experimental Chat 10 09: 69.4 (#172), Phi-4 Mini: —

Instruction Following benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Phi-4 Mini
LMArena Instruction Following1315—

Long Context Not comparable

Amazon Nova Experimental Chat 10 09: 40.5 (#152), Phi-4 Mini: —

Long Context benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Phi-4 Mini
LMArena Longer Query1333—

Writing & Preference Not comparable

Amazon Nova Experimental Chat 10 09: 54.7 (#149), Phi-4 Mini: —

Writing & Preference benchmarks
BenchmarkAmazon Nova Experimental Chat 10 09Phi-4 Mini
LMArena Text1364—
LMArena Creative Writing1307—
LMArena Multi-Turn1355—

Frequently asked questions

Is Amazon Nova Experimental Chat 10 09 better than Phi-4 Mini?

Amazon Nova Experimental Chat 10 09 is the stronger model overall, scoring 41.9 to 30.9 on the Noometry Index.

Is Amazon Nova Experimental Chat 10 09 or Phi-4 Mini better for coding?

Amazon Nova Experimental Chat 10 09 scores higher on coding benchmarks: 40.2 versus 28.1 in the Noometry coding category.

How many benchmarks do Amazon Nova Experimental Chat 10 09 and Phi-4 Mini share?

0 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 09 has 9 scored results on Noometry and Phi-4 Mini has 3.

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