DeepSeek V3.1 (Non-reasoning) vs GLM-4.7 (Reasoning)

DeepSeek V3.1 (Non-reasoning) vs GLM-4.7 (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.

MetricDeepSeek V3.1 (Non-reasoning)GLM-4.7 (Reasoning)Difference
Intelligence (higher is better)13.722.2+62.0% GLM-4.7 (Reasoning) is 62.0% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)6.52s71.61s+998.3% GLM-4.7 (Reasoning) is 998.3% slower
Price per 1M tokens (in / out)$0.56 / $1.68$0.53 / $2.10
Input modalitiesTextText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-1/glm-4-7 · Markdown: /api/v1/compare/deepseek-v3-1/glm-4-7?format=md · llms.txt · agent skill