Llama 3.2 Instruct 11B (Vision) vs Qwen3.5 397B A17B (Reasoning)

Llama 3.2 Instruct 11B (Vision) vs Qwen3.5 397B A17B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetaLlama 3.2 Instruct 11B (Vision)Not ranked · benchmark data missing
Intelligence
5.40
Total cost
-
AlibabaQwen3.5 397B A17B (Reasoning)Off the frontier
Intelligence
18.40
Total cost
$941
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 397B A17B (Reasoning)Difference
Intelligence (higher is better)5.418.4+240.7% Qwen3.5 397B A17B (Re… is 3.4× more intelligent
Total AA cost (lower is better)Not reported$940.97— not comparable
End-to-end time (lower is better)19.59s65.15s+232.6% Qwen3.5 397B A17B (Re… is 232.6% slower
Price per 1M tokens (in / out)$0.34 / $0.34$0.60 / $3.60
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerLlama 3.2 Instruct 11B (Vision): what beats itQwen3.5 397B A17B (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/llama-3-2-instruct-11b-vision/qwen3-5-397b-a17b · Markdown: /api/v1/compare/llama-3-2-instruct-11b-vision/qwen3-5-397b-a17b?format=md · llms.txt · agent skill