DeepSeek V4 Flash 0731 (Max) vs Ling-3.0-flash-VL

DeepSeek V4 Flash 0731 (Max) vs Ling-3.0-flash-VL. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V4 Flash 0731 (Max)Off the frontier
Intelligence
34.30
Total cost
$200
InclusionAILing-3.0-flash-VLNot ranked · benchmark data missing
Intelligence
24.60
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 V4 Flash 0731 (Max)Ling-3.0-flash-VLDifference
Intelligence (higher is better)34.324.6−28.3% Ling-3.0-flash-VL is 28.3% less intelligent
Total AA cost (lower is better)$199.63Not reported— not comparable
End-to-end time (lower is better)17.63sNot reported— not comparable
Price per 1M tokens (in / out)$0.14 / $0.28—
Input modalitiesTextText, Image, Video
Open this matchup in the interactive pickerDeepSeek V4 Flash 0731 (Max): what beats itLing-3.0-flash-VL: 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-v4-flash/ling-3-0-flash-vl · Markdown: /api/v1/compare/deepseek-v4-flash/ling-3-0-flash-vl?format=md · llms.txt · agent skill