Ling 3.1 Flash vs Llama 3.2 Instruct 11B (Vision)

Ling 3.1 Flash 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.

MetricLing 3.1 FlashLlama 3.2 Instruct 11B (Vision)Difference
Intelligence (higher is better)41.15.4−86.9% Llama 3.2 Instruct 11… is 86.9% less intelligent
Total AA cost (lower is better)$1,014.56Not reported— not comparable
End-to-end time (lower is better)13.56s20.27s+49.5% Llama 3.2 Instruct 11… is 49.5% slower
Price per 1M tokens (in / out)$0.30 / $0.90$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/ling-3-1-flash/llama-3-2-instruct-11b-vision · Markdown: /api/v1/compare/ling-3-1-flash/llama-3-2-instruct-11b-vision?format=md · llms.txt · agent skill