Ling 3.0 Flash vs Qwen3.5 9B (Non-reasoning)
Ling 3.0 Flash vs Qwen3.5 9B (Non-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 | Ling 3.0 Flash | Qwen3.5 9B (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 20.1 | 13.3 | −33.8% Qwen3.5 9B (Non-reaso… is 33.8% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 12.81s | 7.06s | −44.9% Qwen3.5 9B (Non-reaso… is 44.9% faster |
| Price per 1M tokens (in / out) | $0.07 / $0.22 | $0.17 / $0.25 | |
| 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/ling-3-0-flash/qwen3-5-9b-non-reasoning · Markdown: /api/v1/compare/ling-3-0-flash/qwen3-5-9b-non-reasoning?format=md · llms.txt · agent skill