DeepSeek V4 Flash Vision (Max) vs Step3 VL 10B

DeepSeek V4 Flash Vision (Max) vs Step3 VL 10B. 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 Vision (Max)Off the frontier
Intelligence
34.80
Total cost
$1081
StepFunStep3 VL 10BNot ranked · benchmark data missing
Intelligence
7.70
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 Vision (Max)Step3 VL 10BDifference
Intelligence (higher is better)34.87.7−77.9% Step3 VL 10B is 77.9% less intelligent
Total AA cost (lower is better)$1,081.42Not reported— not comparable
End-to-end time (lower is better)15.95sNot reported— not comparable
Price per 1M tokens (in / out)$0.44 / $1.32—
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerDeepSeek V4 Flash Vision (Max): what beats itStep3 VL 10B: 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-vision/step-3-vl-10b · Markdown: /api/v1/compare/deepseek-v4-flash-vision/step-3-vl-10b?format=md · llms.txt · agent skill