DeepSeek V4.1 Flash (Non-reasoning) vs ERNIE 5.0 Thinking Preview

DeepSeek V4.1 Flash (Non-reasoning) vs ERNIE 5.0 Thinking Preview. 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 (Non-reasoning)ERNIE 5.0 Thinking PreviewDifference
Intelligence (higher is better)24.714.3−42.1% ERNIE 5.0 Thinking Pr… is 42.1% less intelligent
Total AA cost (lower is better)$238.91Not reported— not comparable
End-to-end time (lower is better)2.74sNot reported— not comparable
Price per 1M tokens (in / out)$0.30 / $1.20—
Input modalitiesText, ImageText, Image, Video
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-non-reasoning/ernie-5-0-thinking-preview · Markdown: /api/v1/compare/deepseek-v4-1-flash-non-reasoning/ernie-5-0-thinking-preview?format=md · llms.txt · agent skill