Agnes 2.5 Pro Beta vs Gemini 3.1 Pro Preview

Agnes 2.5 Pro Beta 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.

MetricAgnes 2.5 Pro BetaGemini 3.1 Pro PreviewDifference
Intelligence (higher is better)35.229.7−15.6% Gemini 3.1 Pro Preview is 15.6% less intelligent
Total AA cost (lower is better)Not reported$1,935.39— not comparable
End-to-end time (lower is better)24.02s24.90s+3.7% Gemini 3.1 Pro Preview is 3.7% slower
Price per 1M tokens (in / out)$0.10 / $0.30$2.00 / $12.0
Input modalitiesText, ImageText, Image, Speech, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/agnes-2-5-pro-beta/gemini-3-1-pro-preview · Markdown: /api/v1/compare/agnes-2-5-pro-beta/gemini-3-1-pro-preview?format=md · llms.txt · agent skill