MBZUAI vs 
Motif Technologies
Verdict
- Motif Technologies's flagship leads: Motif 3 at 59.2 vs K2 Horizon 375B A23B at 57.6.
- MBZUAI publishes more open-weights models (6 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 | MBZUAI | Motif Technologies |
|---|---|---|
| Under $0.50/M | – | – |
| Under $2/M | – | – |
| Under $10/M | – | – |
| Any price | – | – |
Line-up
| Metric | MBZUAI | Motif Technologies |
|---|---|---|
| Flagship index | 57.6 | 59.2 |
| Ranked models | 6 | 2 |
| Open-weights models | 6 | 1 |
| Cheapest ranked, $/M | – | – |
| Fastest ranked, tok/s | – | – |
| Release cadence, days | – | – |
| Last release | – | – |
| Next expected | – | – |
Data as of 19 Sept 2026. See MBZUAI and Motif Technologies in full.