Agnes 2.5 Pro Beta vs Gemma 4 E4B (Reasoning)

Agnes 2.5 Pro Beta vs Gemma 4 E4B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Sapiens AIAgnes 2.5 Pro BetaNot ranked · benchmark data missing
Intelligence
35.20
Total cost
-
GoogleGemma 4 E4B (Reasoning)On the open-weights frontier
Intelligence
8.90
Total cost
$14.7
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 BetaGemma 4 E4B (Reasoning)Difference
Intelligence (higher is better)35.28.9−74.7% Gemma 4 E4B (Reasonin… is 74.7% less intelligent
Total AA cost (lower is better)Not reported$14.68— not comparable
End-to-end time (lower is better)23.29s55.98s+140.4% Gemma 4 E4B (Reasonin… is 140.4% slower
Price per 1M tokens (in / out)$0.10 / $0.30$0.02 / $0.10
Input modalitiesText, ImageText, Image, Speech, Video
Open this matchup in the interactive pickerAgnes 2.5 Pro Beta: what beats itGemma 4 E4B (Reasoning): what beats it
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/gemma-4-e4b · Markdown: /api/v1/compare/agnes-2-5-pro-beta/gemma-4-e4b?format=md · llms.txt · agent skill