Agnes 2.5 Pro Beta vs Qwen3.5 4B (Reasoning)

Agnes 2.5 Pro Beta vs Qwen3.5 4B (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
-
AlibabaQwen3.5 4B (Reasoning)Not ranked · benchmark data missing
Intelligence
13.10
Total cost
-
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 BetaQwen3.5 4B (Reasoning)Difference
Intelligence (higher is better)35.213.1−62.8% Qwen3.5 4B (Reasoning) is 62.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)23.29s133.36s+472.6% Qwen3.5 4B (Reasoning) is 472.6% slower
Price per 1M tokens (in / out)$0.10 / $0.30$0.03 / $0.15
Input modalitiesText, ImageText, Image, Video
Open this matchup in the interactive pickerAgnes 2.5 Pro Beta: what beats itQwen3.5 4B (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/qwen3-5-4b · Markdown: /api/v1/compare/agnes-2-5-pro-beta/qwen3-5-4b?format=md · llms.txt · agent skill