DeepSeek V4.1 Flash 1017 (High) vs Beam 1.0

DeepSeek V4.1 Flash 1017 (High) vs Beam 1.0. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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 V4.1 Flash 1017 (High)Beam 1.0Difference
Intelligence (higher is better)28.617.7−38.1% Beam 1.0 is 38.1% less intelligent
Total AA cost (lower is better)Not reported$249.83— not comparable
End-to-end time (lower is better)15.28s7.87s−48.5% Beam 1.0 is 48.5% faster
Price per 1M tokens (in / out)$0.30 / $1.20$0.40 / $1.20
Input modalitiesText, ImageText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-1-flash-1017-high/reflection-beam · Markdown: /api/v1/compare/deepseek-v4-1-flash-1017-high/reflection-beam?format=md · llms.txt · agent skill