Celeris-1 vs Gemini 3.8 Flash (Medium)
Which is better for the money: Celeris-1 by Celeris or Gemini 3.8 Flash (Medium) by Google? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Trade-off
Verdict
Depends on your budget
Gemini 3.8 Flash (Medium) scores 33.5 points higher (39.8 vs 6.3) but costs 18× as much to run the benchmark ($1100 vs $60.0; premium vs mid-range cost classes). They are not alternatives at one budget: pick Gemini 3.8 Flash (Medium) when you need intelligence above 6.3, and Celeris-1 when 6.3 is enough.
| Metric | Celeris-1 | Gemini 3.8 Flash (Medium) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 6.3 | 39.8 | +531.7% Gemini 3.8 Flash (Med… is 6.3× more intelligent |
| Total AA cost (lower is better) | $59.99 | $1,100.06 | +1733.7% Gemini 3.8 Flash (Med… is 18× more expensive |
| End-to-end time (lower is better) | 0.87s | Not reported | — not comparable |
| Price per 1M tokens (in / out) | $0.20 / $0.70 | $0.75 / $3.75 | |
| Input modalities | Text, Image | Text, Image, Speech, Video |
Gemini 3.8 Flash (Medium) vs Celeris-1: 531.7% more intelligence, 1733.7% more cost to run the AA benchmark, and end-to-end time not fully reported.
Today's Pareto frontier
Against the frontier
- Celeris-1 is off the frontier: at the same or lower cost, Claude Haiku 5.5 (Medium) scores 34.50 for $56.4.
- Gemini 3.8 Flash (Medium) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
Celeris-1Gemini 3.8 Flash (Medium)Today's Pareto frontierEvery other model
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/celeris-1/gemini-3-8-flash-medium · Markdown: /api/v1/compare/celeris-1/gemini-3-8-flash-medium?format=md · llms.txt · agent skill