LFM 40B vs Qwen3 Coder Next

LFM 40B vs Qwen3 Coder Next. 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.

MetricLFM 40BQwen3 Coder NextDifference
Intelligence (higher is better)3.421.1+520.6% Qwen3 Coder Next is 6.2× more intelligent
Total AA cost (lower is better)Not reported$247.26— not comparable
End-to-end time (lower is better)Not reported6.61s— not comparable
Price per 1M tokens (in / out)—$0.35 / $1.20
Input modalitiesNot reportedNot reported
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/lfm-40b/qwen3-coder-next · Markdown: /api/v1/compare/lfm-40b/qwen3-coder-next?format=md · llms.txt · agent skill