DeepSeek V4 Pro 0813 (Non-reasoning) vs Llama 3.2 Instruct 11B (Vision)

DeepSeek V4 Pro 0813 (Non-reasoning) 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.

MetricDeepSeek V4 Pro 0813 (Non-reasoning)Llama 3.2 Instruct 11B (Vision)Difference
Intelligence (higher is better)20.45.4−73.5% Llama 3.2 Instruct 11… is 73.5% less intelligent
Total AA cost (lower is better)$450.76Not reported— not comparable
End-to-end time (lower is better)6.74s20.27s+200.7% Llama 3.2 Instruct 11… is 200.7% slower
Price per 1M tokens (in / out)$1.32 / $3.96$0.34 / $0.34
Input modalitiesTextText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-pro-non-reasoning/llama-3-2-instruct-11b-vision · Markdown: /api/v1/compare/deepseek-v4-pro-non-reasoning/llama-3-2-instruct-11b-vision?format=md · llms.txt · agent skill