Nova 2.0 Lite (Non-reasoning) vs Qwen3.5 4B (Reasoning)
Nova 2.0 Lite (Non-reasoning) vs Qwen3.5 4B (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.
| Metric | Nova 2.0 Lite (Non-reasoning) | Qwen3.5 4B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 8.7 | 13.1 | +50.6% Qwen3.5 4B (Reasoning) is 50.6% more intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 3.76s | 130.60s | +3373.4% Qwen3.5 4B (Reasoning) is 3373.4% slower |
| Price per 1M tokens (in / out) | $0.30 / $2.50 | $0.03 / $0.15 | |
| Input modalities | Text, Image | Text, Image, Video |
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/nova-2-0-lite/qwen3-5-4b · Markdown: /api/v1/compare/nova-2-0-lite/qwen3-5-4b?format=md · llms.txt · agent skill