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

GLM-5.1 (Non-reasoning) vs Qwen3.5 397B A17B (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 (Non-reasoning)Qwen3.5 397B A17B (Reasoning)Difference
Intelligence (higher is better)24.218.4−24.0% Qwen3.5 397B A17B (Re… is 24.0% less intelligent
Total AA cost (lower is better)Not reported$940.97— not comparable
End-to-end time (lower is better)8.84s65.10s+636.4% Qwen3.5 397B A17B (Re… is 636.4% slower
Price per 1M tokens (in / out)$1.38 / $4.40$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-non-reasoning/qwen3-5-397b-a17b · Markdown: /api/v1/compare/glm-5-1-non-reasoning/qwen3-5-397b-a17b?format=md · llms.txt · agent skill