GLM-5.1 (Reasoning) vs Qwen3.5 397B A17B (Non-reasoning)

GLM-5.1 (Reasoning) vs Qwen3.5 397B A17B (Non-reasoning). 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.

MetricGLM-5.1 (Reasoning)Qwen3.5 397B A17B (Non-reasoning)Difference
Intelligence (higher is better)26.121.4−18.0% Qwen3.5 397B A17B (No… is 18.0% less intelligent
Total AA cost (lower is better)$1,211.83Not reported— not comparable
End-to-end time (lower is better)59.14s10.80s−81.7% Qwen3.5 397B A17B (No… is 81.7% faster
Price per 1M tokens (in / out)$1.28 / $4.07$0.60 / $3.60
Input modalitiesTextText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-5-1/qwen3-5-397b-a17b-non-reasoning · Markdown: /api/v1/compare/glm-5-1/qwen3-5-397b-a17b-non-reasoning?format=md · llms.txt · agent skill