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

Nova 2.0 Lite (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.

AmazonNova 2.0 Lite (Non-reasoning)Not ranked · benchmark data missing
Intelligence
8.70
Total cost
-
AlibabaQwen3 VL 235B A22B InstructNot ranked · benchmark data missing
Intelligence
9.90
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.

MetricNova 2.0 Lite (Non-reasoning)Qwen3 VL 235B A22B InstructDifference
Intelligence (higher is better)8.79.9+13.8% Qwen3 VL 235B A22B In… is 13.8% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)4.01s12.28s+206.2% Qwen3 VL 235B A22B In… is 206.2% slower
Price per 1M tokens (in / out)$0.30 / $2.50$0.21 / $1.39
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerNova 2.0 Lite (Non-reasoning): what beats itQwen3 VL 235B A22B Instruct: what beats it
Matchup

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