DeepSeek V4.1 Flash 1017 (High) vs Ling 3.1 Flash
DeepSeek V4.1 Flash 1017 (High) vs Ling 3.1 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 V4.1 Flash 1017 (High) | Ling 3.1 Flash | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 28.5 | Not reported | — not comparable |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 12.59s | 13.29s | +5.6% Ling 3.1 Flash is 5.6% slower |
| Price per 1M tokens (in / out) | $0.30 / $1.20 | $0.30 / $0.90 | |
| Input modalities | Text, Image | Text |
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-1-flash-1017-high/ling-3-1-flash · Markdown: /api/v1/compare/deepseek-v4-1-flash-1017-high/ling-3-1-flash?format=md · llms.txt · agent skill