DeepSeek V3.2 (Reasoning) vs DeepSeek V4 Pro 0813 (Non-reasoning)

DeepSeek V3.2 (Reasoning) vs DeepSeek V4 Pro 0813 (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.

MetricDeepSeek V3.2 (Reasoning)DeepSeek V4 Pro 0813 (Non-reasoning)Difference
Intelligence (higher is better)21.520.4−5.1% DeepSeek V4 Pro 0813 … is 5.1% less intelligent
Total AA cost (lower is better)Not reported$450.76— not comparable
End-to-end time (lower is better)Not reported6.74s— not comparable
Price per 1M tokens (in / out)$0.28 / $0.42$1.32 / $3.96
Input modalitiesTextText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-2-reasoning/deepseek-v4-pro-non-reasoning · Markdown: /api/v1/compare/deepseek-v3-2-reasoning/deepseek-v4-pro-non-reasoning?format=md · llms.txt · agent skill