Alibaba vs 
Meta
Verdict
- Meta's flagship leads: Muse Wonder Full at 70.6 vs Qwen3.8 Max at 63.3.
- Meta's fastest ranked model (Muse Spark 1.2, 307 tok/s) beats Alibaba's (Qwen3 Coder 30B A3B Instruct, 244 tok/s).
- Alibaba publishes more open-weights models (48 vs 19).
- Alibaba ships more often: one model every 7 days against every 40.
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 | Meta |
|---|---|---|
| Under $0.50/M | Qwen3.8-Flash-Next 60.3$0.230/M | Llama 4 Maverick 42.8$0.418/M |
| Under $2/M | Qwen3.8-Flash-Next 60.3$0.230/M | Muse Glimmer 54.7$0.525/M |
| Under $10/M | Qwen3.8 Max max 63.3$3.00/M | Muse Wonder max 67.5$8.00/M |
| Any price | Qwen3.8 Max max 63.3$3.00/M | Muse Wonder max 67.5$8.00/M |
Line-up
| Metric | Alibaba | Meta |
|---|---|---|
| Flagship index | 63.3 | 70.6 |
| Ranked models | 54 | 27 |
| Open-weights models | 48 | 19 |
| Cheapest ranked, $/M | $0.060 | $0.048 |
| Fastest ranked, tok/s | 244 | 307 |
| Release cadence, days | 7 | 40 |
| Last release | 17 Sept 2026 | 15 Oct 2026 |
| Next expected | 21 Sept 2026 – 26 Sept 2026 | 8 Nov 2026 – 10 Dec 2026 |