Phi-4 vs Qwen3.5 4B (Reasoning)
Phi-4 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 | Phi-4 | Qwen3.5 4B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 5.9 | 13.1 | +122.0% Qwen3.5 4B (Reasoning) is 2.2× more intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 15.51s | 170.08s | +996.6% Qwen3.5 4B (Reasoning) is 996.6% slower |
| Price per 1M tokens (in / out) | $0.13 / $0.50 | $0.03 / $0.15 | |
| Input modalities | Text | Text, Image, Video |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/phi-4/qwen3-5-4b · Markdown: /api/v1/compare/phi-4/qwen3-5-4b?format=md · llms.txt · agent skill