Claude 4 Opus (Reasoning) vs Nova 2.0 Lite (Non-reasoning)

Claude 4 Opus (Reasoning) vs Nova 2.0 Lite (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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.

MetricClaude 4 Opus (Reasoning)Nova 2.0 Lite (Non-reasoning)Difference
Intelligence (higher is better)20.68.7−57.8% Nova 2.0 Lite (Non-re… is 57.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported3.81s— not comparable
Price per 1M tokens (in / out)$15.0 / $75.0$0.30 / $2.50
Input modalitiesText, ImageText, Image
Matchup

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