Nova 2.0 Pro Preview (Non-reasoning) vs Qwen3 VL 235B A22B Instruct

Nova 2.0 Pro Preview (Non-reasoning) vs Qwen3 VL 235B A22B Instruct. 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 Pro Preview (Non-reasoning)Qwen3 VL 235B A22B InstructDifference
Intelligence (higher is better)10.09.9−1.0% Qwen3 VL 235B A22B In… is 1.0% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)5.38s12.28s+128.3% Qwen3 VL 235B A22B In… is 128.3% slower
Price per 1M tokens (in / out)$1.25 / $10.0$0.21 / $1.39
Input modalitiesText, ImageText, Image
Matchup

Compare something else

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