DeepSeek V3.1 (Reasoning) vs DeepSeek V4 Pro 0424 (High)

DeepSeek V3.1 (Reasoning) vs DeepSeek V4 Pro 0424 (High). 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 V3.1 (Reasoning)DeepSeek V4 Pro 0424 (High)Difference
Intelligence (higher is better)13.530.1+123.0% DeepSeek V4 Pro 0424 … is 2.2× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)22.35s25.67s+14.9% DeepSeek V4 Pro 0424 … is 14.9% slower
Price per 1M tokens (in / out)$0.58 / $1.68$0.43 / $0.87
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Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-1-reasoning/deepseek-v4-pro-0424-high · Markdown: /api/v1/compare/deepseek-v3-1-reasoning/deepseek-v4-pro-0424-high?format=md · llms.txt · agent skill