GLM-5.2 (Non-reasoning) vs Hermes 4 - Llama-3.1 405B (Reasoning)

GLM-5.2 (Non-reasoning) vs Hermes 4 - Llama-3.1 405B (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-5.2 (Non-reasoning)Hermes 4 - Llama-3.1 405B (Reasoning)Difference
Intelligence (higher is better)22.47.5−66.5% Hermes 4 - Llama-3.1 … is 66.5% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)3.84s60.68s+1480.2% Hermes 4 - Llama-3.1 … is 1480.2% slower
Price per 1M tokens (in / out)$1.40 / $4.40$1.00 / $3.00
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-5-2-non-reasoning/hermes-4-llama-3-1-405b-reasoning · Markdown: /api/v1/compare/glm-5-2-non-reasoning/hermes-4-llama-3-1-405b-reasoning?format=md · llms.txt · agent skill