Apriel-v1.6-15B-Thinker vs Gemini 3.1 Flash-Lite
Apriel-v1.6-15B-Thinker 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 | Apriel-v1.6-15B-Thinker | Gemini 3.1 Flash-Lite | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 13.4 | 15.6 | +16.4% Gemini 3.1 Flash-Lite is 16.4% more intelligent |
| Total AA cost (lower is better) | Not reported | $155.87 | — not comparable |
| End-to-end time (lower is better) | Not reported | 6.15s | — not comparable |
| Price per 1M tokens (in / out) | — | $0.25 / $1.50 | |
| Input modalities | Text, Image | Text, Image, Speech, Video |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/apriel-v1-6-15b-thinker/gemini-3-1-flash-lite-preview · Markdown: /api/v1/compare/apriel-v1-6-15b-thinker/gemini-3-1-flash-lite-preview?format=md · llms.txt · agent skill