Model comparison

Nova 2.0 Pro Preview vs Phi-4 Mini

Nova 2.0 Pro Preview is the stronger model overall, scoring 33.4 to 30.9 on the Noometry Index.

Last verified . 2 shared benchmarks.

Nova 2.0 Pro Preview Amazon

33.4

Rank #244 Reported

Phi-4 Mini Microsoft

30.9

Rank #283 Reported

Summary

  • They share 2 benchmarks with published results for both. Nova 2.0 Pro Preview scores higher in 1 category and Phi-4 Mini in 1 category; one gap is clear of the uncertainty.
  • The widest gap is in coding, where Nova 2.0 Pro Preview leads 40.8 to 28.1.
  • The biggest single-benchmark swing is SciCode: 42.7% for Nova 2.0 Pro Preview and 10.8% for Phi-4 Mini.
  • Phi-4 Mini has downloadable open weights; the other is API-only.

Side by side

Nova 2.0 Pro Preview and Phi-4 Mini specifications
Nova 2.0 Pro PreviewPhi-4 Mini
ProviderAmazonMicrosoft
Noometry Index33.430.9
Released2025-12-022024-12-11
WeightsProprietaryOpen
Context window—128K
Max output—4K
Input $ / M tokens—$0.075
Output $ / M tokens—$0.30
Results tracked33

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Category by category

Coding Nova 2.0 Pro Preview leads

Nova 2.0 Pro Preview: 40.8 (#133), Phi-4 Mini: 28.1 (#317)

Coding benchmarks
BenchmarkNova 2.0 Pro PreviewPhi-4 Mini
SciCode42.7%10.8%

Agentic & Tool Use Not comparable

Nova 2.0 Pro Preview: 21.9 (#136), Phi-4 Mini: —

Agentic & Tool Use benchmarks
BenchmarkNova 2.0 Pro PreviewPhi-4 Mini
GDP.pdf2%—

Reasoning Too close to call

Nova 2.0 Pro Preview: 22.4 (#194), Phi-4 Mini: 22.4 (#195)

Reasoning benchmarks
BenchmarkNova 2.0 Pro PreviewPhi-4 Mini
CritPt0%0%

Knowledge Not comparable

Nova 2.0 Pro Preview: —, Phi-4 Mini: 25.3 (#262)

Knowledge benchmarks
BenchmarkNova 2.0 Pro PreviewPhi-4 Mini
Vectara Hallucination Rate—23.5%

Frequently asked questions

Is Nova 2.0 Pro Preview better than Phi-4 Mini?

Nova 2.0 Pro Preview is the stronger model overall, scoring 33.4 to 30.9 on the Noometry Index.

Is Nova 2.0 Pro Preview or Phi-4 Mini better for coding?

Nova 2.0 Pro Preview scores higher on coding benchmarks: 40.8 versus 28.1 in the Noometry coding category.

How many benchmarks do Nova 2.0 Pro Preview and Phi-4 Mini share?

2 benchmarks have published results for both models. Nova 2.0 Pro Preview has 3 scored results on Noometry and Phi-4 Mini has 3.

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