Agnes 2.5 Pro Theta vs Gemma 4 31B (Reasoning)

Agnes 2.5 Pro Theta vs Gemma 4 31B (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.

MetricAgnes 2.5 Pro ThetaGemma 4 31B (Reasoning)Difference
Intelligence (higher is better)24.04.4−81.7% Gemma 4 31B (Reasonin… is 81.7% less intelligent
Total AA cost (lower is better)$396.84Not reported— not comparable
End-to-end time (lower is better)12.07s65.06s+439.0% Gemma 4 31B (Reasonin… is 439.0% slower
Price per 1M tokens (in / out)$0.10 / $0.30$0.00 / $0.00
Input modalitiesText, ImageText, Image, 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-theta/gemma-4-31b · Markdown: /api/v1/compare/agnes-2-5-pro-theta/gemma-4-31b?format=md · llms.txt · agent skill