Qwen3.5 0.8B (Reasoning) vs Qwen3.5 0.8B (Non-reasoning)

Qwen3.5 0.8B (Reasoning) vs Qwen3.5 0.8B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

AlibabaQwen3.5 0.8B (Reasoning)Not ranked · benchmark data missing
Intelligence
6.10
Total cost
-
AlibabaQwen3.5 0.8B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
5.40
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.

MetricQwen3.5 0.8B (Reasoning)Qwen3.5 0.8B (Non-reasoning)Difference
Intelligence (higher is better)6.15.4−11.5% Qwen3.5 0.8B (Non-rea… is 11.5% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Input modalitiesText, Image, VideoText, Image, Video
Open this matchup in the interactive pickerQwen3.5 0.8B (Reasoning): what beats itQwen3.5 0.8B (Non-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/qwen3-5-0-8b/qwen3-5-0-8b-non-reasoning · Markdown: /api/v1/compare/qwen3-5-0-8b/qwen3-5-0-8b-non-reasoning?format=md · llms.txt · agent skill