Claude Sonnet 4.6 (Non-reasoning, Low) vs Llama 3.2 Instruct 11B (Vision)

Claude Sonnet 4.6 (Non-reasoning, Low) vs Llama 3.2 Instruct 11B (Vision). 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.

MetricClaude Sonnet 4.6 (Non-reasoning, Low)Llama 3.2 Instruct 11B (Vision)Difference
Intelligence (higher is better)23.35.4−76.8% Llama 3.2 Instruct 11… is 76.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)10.81s18.34s+69.7% Llama 3.2 Instruct 11… is 69.7% slower
Price per 1M tokens (in / out)$3.00 / $15.0$0.34 / $0.34
Input modalitiesText, ImageText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-sonnet-4-6-non-reasoning-low-effort/llama-3-2-instruct-11b-vision · Markdown: /api/v1/compare/claude-sonnet-4-6-non-reasoning-low-effort/llama-3-2-instruct-11b-vision?format=md · llms.txt · agent skill