DeepSeek V4.1 Flash 1017 (Non-reasoning) vs Gemini 3.1 Flash-Lite
DeepSeek V4.1 Flash 1017 (Non-reasoning) vs Gemini 3.1 Flash-Lite. 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 (Non-reasoning) | Gemini 3.1 Flash-Lite | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 18.5 | Not reported | — not comparable |
| Total AA cost (lower is better) | $310.24 | Not reported | — not comparable |
| End-to-end time (lower is better) | 4.11s | 6.13s | +49.1% Gemini 3.1 Flash-Lite is 49.1% slower |
| Price per 1M tokens (in / out) | $0.30 / $1.20 | $0.25 / $1.50 | |
| Input modalities | Text, Image | Text, Image, Speech, Video |
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-non-reasoning/gemini-3-1-flash-lite-preview · Markdown: /api/v1/compare/deepseek-v4-1-flash-1017-non-reasoning/gemini-3-1-flash-lite-preview?format=md · llms.txt · agent skill