Nova 2.0 Lite (high) vs Phi-4 Multimodal Instruct

Nova 2.0 Lite (high) vs Phi-4 Multimodal Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

AmazonNova 2.0 Lite (high)Off the frontier
Intelligence
18.20
Total cost
$635
MicrosoftPhi-4 Multimodal InstructNot ranked · benchmark data missing
Intelligence
4.50
Total cost
-
Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricNova 2.0 Lite (high)Phi-4 Multimodal InstructDifference
Intelligence (higher is better)18.24.5−75.3% Phi-4 Multimodal Inst… is 75.3% less intelligent
Total AA cost (lower is better)$634.82Not reported— not comparable
End-to-end time (lower is better)34.08s31.02s−9.0% Phi-4 Multimodal Inst… is 9.0% faster
Price per 1M tokens (in / out)$0.30 / $2.50$0.00 / $0.00
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerNova 2.0 Lite (high): what beats itPhi-4 Multimodal Instruct: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/nova-2-0-lite-reasoning/phi-4-multimodal · Markdown: /api/v1/compare/nova-2-0-lite-reasoning/phi-4-multimodal?format=md · llms.txt · agent skill