DeepSeek V4 Pro 0424 (Non-reasoning) vs Gemini 3.1 Pro Preview

DeepSeek V4 Pro 0424 (Non-reasoning) vs Gemini 3.1 Pro Preview. 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 0424 (Non-reasoning)Gemini 3.1 Pro PreviewDifference
Intelligence (higher is better)20.829.7+42.8% Gemini 3.1 Pro Preview is 42.8% more intelligent
Total AA cost (lower is better)Not reported$1,935.39— not comparable
End-to-end time (lower is better)6.95s24.90s+258.3% Gemini 3.1 Pro Preview is 258.3% slower
Price per 1M tokens (in / out)$0.43 / $0.87$2.00 / $12.0
Input modalitiesTextText, Image, Speech, Video
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-pro-0424-non-reasoning/gemini-3-1-pro-preview · Markdown: /api/v1/compare/deepseek-v4-pro-0424-non-reasoning/gemini-3-1-pro-preview?format=md · llms.txt · agent skill