Celeris-1 vs Qwen3.6 35B A3B (Reasoning)
Which is better for the money: Celeris-1 by Celeris or Qwen3.6 35B A3B (Reasoning) by Alibaba? 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
Qwen3.6 35B A3B (Reasoning) scores 11.9 points higher (18.2 vs 6.3) but costs 15× as much to run the benchmark ($896 vs $60.0; premium vs mid-range cost classes). They are not alternatives at one budget: pick Qwen3.6 35B A3B (Reasoning) when you need intelligence above 6.3, and Celeris-1 when 6.3 is enough.
| Metric | Celeris-1 | Qwen3.6 35B A3B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 6.3 | 18.2 | +188.9% Qwen3.6 35B A3B (Reas… is 2.9× more intelligent |
| Total AA cost (lower is better) | $59.99 | $896.39 | +1394.2% Qwen3.6 35B A3B (Reas… is 15× more expensive |
| End-to-end time (lower is better) | 0.87s | 46.88s | +5288.5% Qwen3.6 35B A3B (Reas… is 5288.5% slower |
| Price per 1M tokens (in / out) | $0.20 / $0.70 | $0.38 / $2.25 | |
| Input modalities | Text, Image | Text, Image, Video |
Qwen3.6 35B A3B (Reasoning) vs Celeris-1: 188.9% more intelligence, 1394.2% more cost to run the AA benchmark, and 5288.5% slower end-to-end.
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.
- Qwen3.6 35B A3B (Reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
Celeris-1Qwen3.6 35B A3B (Reasoning)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/celeris-1/qwen3-6-35b-a3b · Markdown: /api/v1/compare/celeris-1/qwen3-6-35b-a3b?format=md · llms.txt · agent skill