DeepSeek V3 0324 vs Ling-mini-2.0

DeepSeek V3 0324 vs Ling-mini-2.0. 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-mini-2.0Not ranked · benchmark data missing
Intelligence
5.50
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-mini-2.0Difference
Intelligence (higher is better)9.75.5−43.3% Ling-mini-2.0 is 43.3% less intelligent
Total AA cost (lower is better)$19.87Not reported— not comparable
End-to-end time (lower is better)4.86sNot 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-mini-2.0: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-0324/ling-mini-2-0 · Markdown: /api/v1/compare/deepseek-v3-0324/ling-mini-2-0?format=md · llms.txt · agent skill