GLM-4.7-Flash (Non-reasoning) vs Qwen3.5 4B (Reasoning)

GLM-4.7-Flash (Non-reasoning) vs Qwen3.5 4B (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-4.7-Flash (Non-reasoning)Qwen3.5 4B (Reasoning)Difference
Intelligence (higher is better)10.613.1+23.6% Qwen3.5 4B (Reasoning) is 23.6% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)6.78s170.08s+2408.6% Qwen3.5 4B (Reasoning) is 2408.6% slower
Price per 1M tokens (in / out)$0.07 / $0.40$0.03 / $0.15
Input modalitiesTextText, Image, Video
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-4-7-flash-non-reasoning/qwen3-5-4b · Markdown: /api/v1/compare/glm-4-7-flash-non-reasoning/qwen3-5-4b?format=md · llms.txt · agent skill