DeepSeek-Coder-V2 vs DeepSeek V4 Pro (Non-reasoning)

DeepSeek-Coder-V2 vs DeepSeek V4 Pro (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-Coder-V2DeepSeek V4 Pro (Non-reasoning)Difference
Intelligence (higher is better)4.731.9+578.7% DeepSeek V4 Pro (Non-… is 6.8× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported10.96s— not comparable
Price per 1M tokens (in / out)—$0.43 / $0.87
Input modalitiesNot reportedNot reported
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-coder-v2/deepseek-v4-pro-non-reasoning · Markdown: /api/v1/compare/deepseek-coder-v2/deepseek-v4-pro-non-reasoning?format=md · llms.txt · agent skill