GLM-4.6V (Reasoning) vs Qwen3.5 9B (Non-reasoning)

GLM-4.6V (Reasoning) vs Qwen3.5 9B (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-4.6V (Reasoning)Qwen3.5 9B (Non-reasoning)Difference
Intelligence (higher is better)11.213.3+18.8% Qwen3.5 9B (Non-reaso… is 18.8% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)32.68s7.16s−78.1% Qwen3.5 9B (Non-reaso… is 78.1% faster
Price per 1M tokens (in / out)$0.30 / $0.90$0.17 / $0.25
Input modalitiesText, ImageText, Image, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-4-6v-reasoning/qwen3-5-9b-non-reasoning · Markdown: /api/v1/compare/glm-4-6v-reasoning/qwen3-5-9b-non-reasoning?format=md · llms.txt · agent skill