Ling 3.1 Flash vs Qwen3 30B A3B (Non-reasoning)
Ling 3.1 Flash vs Qwen3 30B A3B (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 3.1 Flash | Qwen3 30B A3B (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 41.1 | 6.6 | −83.9% Qwen3 30B A3B (Non-re… is 83.9% less intelligent |
| Total AA cost (lower is better) | $1,014.56 | Not reported | — not comparable |
| End-to-end time (lower is better) | 13.56s | 3.76s | −72.3% Qwen3 30B A3B (Non-re… is 72.3% faster |
| Price per 1M tokens (in / out) | $0.30 / $0.90 | $0.12 / $0.50 | |
| Input modalities | Text | Text |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/ling-3-1-flash/qwen3-30b-a3b-instruct · Markdown: /api/v1/compare/ling-3-1-flash/qwen3-30b-a3b-instruct?format=md · llms.txt · agent skill