GPT-5.6 Sol (Non-reasoning) vs LFM 40B

GPT-5.6 Sol (Non-reasoning) 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.

MetricGPT-5.6 Sol (Non-reasoning)LFM 40BDifference
Intelligence (higher is better)28.35.4−80.9% LFM 40B is 80.9% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)7.84sNot reported— not comparable
Price per 1M tokens (in / out)$4.00 / $20.0—
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/gpt-5-6-sol-non-reasoning/lfm-40b · Markdown: /api/v1/compare/gpt-5-6-sol-non-reasoning/lfm-40b?format=md · llms.txt · agent skill