GLM-5.3 (Max) vs Nova 2.0 Lite (Non-reasoning)

GLM-5.3 (Max) vs Nova 2.0 Lite (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Z AIGLM-5.3 (Max)Off the frontier
Intelligence
44.80
Total cost
$2503
AmazonNova 2.0 Lite (Non-reasoning)Not ranked · benchmark data missing
Intelligence
8.70
Total cost
-
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-5.3 (Max)Nova 2.0 Lite (Non-reasoning)Difference
Intelligence (higher is better)44.88.7−80.6% Nova 2.0 Lite (Non-re… is 80.6% less intelligent
Total AA cost (lower is better)$2,503.48Not reported— not comparable
End-to-end time (lower is better)31.62s3.78s−88.0% Nova 2.0 Lite (Non-re… is 88.0% faster
Price per 1M tokens (in / out)$1.40 / $4.40$0.30 / $2.50
Input modalitiesTextText, Image
Open this matchup in the interactive pickerGLM-5.3 (Max): what beats itNova 2.0 Lite (Non-reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-5-3/nova-2-0-lite · Markdown: /api/v1/compare/glm-5-3/nova-2-0-lite?format=md · llms.txt · agent skill