ERNIE 5.0 Thinking Preview vs LFM 40B

ERNIE 5.0 Thinking Preview vs LFM 40B. 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.

MetricERNIE 5.0 Thinking PreviewLFM 40BDifference
Intelligence (higher is better)14.35.4−62.2% LFM 40B is 62.2% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Input modalitiesText, Image, VideoText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/ernie-5-0-thinking-preview/lfm-40b · Markdown: /api/v1/compare/ernie-5-0-thinking-preview/lfm-40b?format=md · llms.txt · agent skill