DeepSeek V3 0324 vs Ling-3.0-flash-Fin

DeepSeek V3 0324 vs Ling-3.0-flash-Fin. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V3 0324On the open-weights frontier
Intelligence
9.70
Total cost
$19.9
InclusionAILing-3.0-flash-FinNot ranked · benchmark data missing
Intelligence
22.60
Total cost
-
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 V3 0324Ling-3.0-flash-FinDifference
Intelligence (higher is better)9.722.6+133.0% Ling-3.0-flash-Fin is 2.3× more intelligent
Total AA cost (lower is better)$19.87Not reported— not comparable
End-to-end time (lower is better)4.37sNot reported— not comparable
Price per 1M tokens (in / out)$0.24 / $0.90—
Input modalitiesTextText
Open this matchup in the interactive pickerDeepSeek V3 0324: what beats itLing-3.0-flash-Fin: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-0324/ling-3-0-flash-fin · Markdown: /api/v1/compare/deepseek-v3-0324/ling-3-0-flash-fin?format=md · llms.txt · agent skill