DeepSeek V4 Pro 0813 (Non-reasoning) vs Nova 2.0 Lite (Medium)

DeepSeek V4 Pro 0813 (Non-reasoning) vs Nova 2.0 Lite (Medium). 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.

MetricDeepSeek V4 Pro 0813 (Non-reasoning)Nova 2.0 Lite (Medium)Difference
Intelligence (higher is better)20.412.5−38.7% Nova 2.0 Lite (Medium) is 38.7% less intelligent
Total AA cost (lower is better)$450.76Not reported— not comparable
End-to-end time (lower is better)6.85s26.65s+289.1% Nova 2.0 Lite (Medium) is 289.1% slower
Price per 1M tokens (in / out)$1.32 / $3.96$0.30 / $2.50
Input modalitiesTextText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-pro-non-reasoning/nova-2-0-lite-reasoning-medium · Markdown: /api/v1/compare/deepseek-v4-pro-non-reasoning/nova-2-0-lite-reasoning-medium?format=md · llms.txt · agent skill