DeepSeek V3 0324 vs Ling 3.0 Flash

DeepSeek V3 0324 vs Ling 3.0 Flash. 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 FlashNot ranked · benchmark data missing
Intelligence
20.10
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 FlashDifference
Intelligence (higher is better)9.720.1+107.2% Ling 3.0 Flash is 2.1× more intelligent
Total AA cost (lower is better)$19.87Not reported— not comparable
End-to-end time (lower is better)4.62s10.53s+127.9% Ling 3.0 Flash is 127.9% slower
Price per 1M tokens (in / out)$0.24 / $0.90$0.07 / $0.22
Input modalitiesTextText
Open this matchup in the interactive pickerDeepSeek V3 0324: what beats itLing 3.0 Flash: 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-3-0-flash · Markdown: /api/v1/compare/deepseek-v3-0324/ling-3-0-flash?format=md · llms.txt · agent skill