GLM-4.7 (Reasoning) vs Qwen3 VL 4B Instruct

GLM-4.7 (Reasoning) vs Qwen3 VL 4B Instruct. 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 (Reasoning)Qwen3 VL 4B InstructDifference
Intelligence (higher is better)22.25.7−74.3% Qwen3 VL 4B Instruct is 74.3% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)71.62sNot reported— not comparable
Price per 1M tokens (in / out)$0.53 / $2.10—
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-4-7/qwen3-vl-4b-instruct · Markdown: /api/v1/compare/glm-4-7/qwen3-vl-4b-instruct?format=md · llms.txt · agent skill