Claude Opus 4.6 (Non-reasoning, High) vs LFM 40B

Claude Opus 4.6 (Non-reasoning, High) 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.

MetricClaude Opus 4.6 (Non-reasoning, High)LFM 40BDifference
Intelligence (higher is better)26.45.4−79.5% LFM 40B is 79.5% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)15.26sNot reported— not comparable
Price per 1M tokens (in / out)$5.00 / $25.0—
Input modalitiesText, ImageText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-opus-4-6/lfm-40b · Markdown: /api/v1/compare/claude-opus-4-6/lfm-40b?format=md · llms.txt · agent skill