DeepSeek V4 Pro 0424 (Non-reasoning) vs Ling 3.0 Flash
DeepSeek V4 Pro 0424 (Non-reasoning) vs Ling 3.0 Flash. 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 | DeepSeek V4 Pro 0424 (Non-reasoning) | Ling 3.0 Flash | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 20.8 | 20.1 | −3.4% Ling 3.0 Flash is 3.4% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 6.46s | 11.78s | +82.4% Ling 3.0 Flash is 82.4% slower |
| Price per 1M tokens (in / out) | $0.43 / $0.87 | $0.07 / $0.22 | |
| Input modalities | Text | Text |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-pro-0424-non-reasoning/ling-3-0-flash · Markdown: /api/v1/compare/deepseek-v4-pro-0424-non-reasoning/ling-3-0-flash?format=md · llms.txt · agent skill