DeepSeek V4.1 Flash 1017 (Max) vs Hy3-preview (Reasoning)

DeepSeek V4.1 Flash 1017 (Max) vs Hy3-preview (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V4.1 Flash 1017 (Max)Off the frontier
Intelligence
45.10
Total cost
$445
TencentHy3-preview (Reasoning)Not ranked · benchmark data missing
Intelligence
22.70
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 V4.1 Flash 1017 (Max)Hy3-preview (Reasoning)Difference
Intelligence (higher is better)45.122.7−49.7% Hy3-preview (Reasonin… is 49.7% less intelligent
Total AA cost (lower is better)$444.60Not reported— not comparable
End-to-end time (lower is better)14.71sNot reported— not comparable
Price per 1M tokens (in / out)$0.30 / $1.20$0.06 / $0.21
Input modalitiesText, ImageText
Open this matchup in the interactive pickerDeepSeek V4.1 Flash 1017 (Max): what beats itHy3-preview (Reasoning): 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-v4-1-flash-1017/hy3-preview · Markdown: /api/v1/compare/deepseek-v4-1-flash-1017/hy3-preview?format=md · llms.txt · agent skill