Nova 2.0 Lite (Non-reasoning) vs Qwen3 235B A22B 2507 (Reasoning)

Nova 2.0 Lite (Non-reasoning) vs Qwen3 235B A22B 2507 (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.

MetricNova 2.0 Lite (Non-reasoning)Qwen3 235B A22B 2507 (Reasoning)Difference
Intelligence (higher is better)8.712.7+46.0% Qwen3 235B A22B 2507 … is 46.0% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)4.00s25.14s+528.5% Qwen3 235B A22B 2507 … is 528.5% slower
Price per 1M tokens (in / out)$0.30 / $2.50$0.23 / $2.30
Input modalitiesText, ImageText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/nova-2-0-lite/qwen3-235b-a22b-instruct-2507-reasoning · Markdown: /api/v1/compare/nova-2-0-lite/qwen3-235b-a22b-instruct-2507-reasoning?format=md · llms.txt · agent skill