DeepSeek V4.1 Flash (Max) vs Ling 3.0 Tiny

DeepSeek V4.1 Flash (Max) vs Ling 3.0 Tiny. 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 V4.1 Flash (Max)Ling 3.0 TinyDifference
Intelligence (higher is better)Not reportedNot reported— not comparable
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)14.83s45.54s+207.1% Ling 3.0 Tiny is 207.1% slower
Price per 1M tokens (in / out)$0.30 / $1.20$0.00 / $0.00
Input modalitiesText, ImageText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-1-flash/ling-3-0-tiny · Markdown: /api/v1/compare/deepseek-v4-1-flash/ling-3-0-tiny?format=md · llms.txt · agent skill