GPT-4.1 nano vs Nova 2.0 Lite (High)

GPT-4.1 nano vs Nova 2.0 Lite (High). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-4.1 nanoNot ranked · benchmark data missing
Intelligence
7.80
Total cost
-
AmazonNova 2.0 Lite (High)Not ranked · benchmark data missing
Intelligence
13.40
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.

MetricGPT-4.1 nanoNova 2.0 Lite (High)Difference
Intelligence (higher is better)7.813.4+71.8% Nova 2.0 Lite (High) is 71.8% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)2.86s30.96s+982.5% Nova 2.0 Lite (High) is 982.5% slower
Price per 1M tokens (in / out)$0.10 / $0.40$0.30 / $2.50
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-4.1 nano: what beats itNova 2.0 Lite (High): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-4-1-nano/nova-2-0-lite-reasoning · Markdown: /api/v1/compare/gpt-4-1-nano/nova-2-0-lite-reasoning?format=md · llms.txt · agent skill