Alibaba vs 
Motif Technologies
Verdict
- Alibaba's flagship leads: Qwen3.8 Max at 63.3 vs Motif 3 at 57.7.
- Alibaba has the better model in 4 of 4 price bands.
- Alibaba publishes more open-weights models (48 vs 1).
Best model per price band
Each provider’s highest-index model below the price ceiling. Purple marks the winner of the band.
| Price band | Alibaba | Motif Technologies |
|---|---|---|
| Under $0.50/M | Qwen3.8-Flash-Next 60.3$0.230/M | – |
| Under $2/M | Qwen3.8-Flash-Next 60.3$0.230/M | – |
| Under $10/M | Qwen3.8 Max max 63.3$3.00/M | – |
| Any price | Qwen3.8 Max max 63.3$3.00/M | – |
Line-up
| Metric | Alibaba | Motif Technologies |
|---|---|---|
| Flagship index | 63.3 | 57.7 |
| Ranked models | 54 | 2 |
| Open-weights models | 48 | 1 |
| Cheapest ranked, $/M | $0.060 | – |
| Fastest ranked, tok/s | 244 | – |
| Release cadence, days | 7 | – |
| Last release | 17 Sept 2026 | – |
| Next expected | 21 Sept 2026 – 26 Sept 2026 | – |
Data as of 25 Oct 2026. See Alibaba and Motif Technologies in full.