Llama 3.2 Instruct 11B (Vision) vs Qwen3.5 4B (Reasoning)

Llama 3.2 Instruct 11B (Vision) 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.

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.

MetricLlama 3.2 Instruct 11B (Vision)Qwen3.5 4B (Reasoning)Difference
Intelligence (higher is better)5.413.1+142.6% Qwen3.5 4B (Reasoning) is 2.4× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)20.32s138.89s+583.5% Qwen3.5 4B (Reasoning) is 583.5% slower
Price per 1M tokens (in / out)$0.34 / $0.34$0.03 / $0.15
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/llama-3-2-instruct-11b-vision/qwen3-5-4b · Markdown: /api/v1/compare/llama-3-2-instruct-11b-vision/qwen3-5-4b?format=md · llms.txt · agent skill