Ant Group vs 
Sapiens AI
Verdict
- Sapiens AI's flagship leads: Agnes 3.0 Flash at 62.3 vs Ling 3.0 Flash VL at 56.7.
- Sapiens AI has the better model in 4 of 4 price bands.
- Ant Group's fastest ranked model (Ling 3.0 Flash, 317 tok/s) beats Sapiens AI's (Agnes 2.5 Pro Alpha, 175 tok/s).
- Ant Group publishes more open-weights models (4 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 | Ant Group | Sapiens AI |
|---|---|---|
| Under $0.50/M | Ling 3.0 Flash VL 56.7$0.090/M | Agnes 3.0 Flash 62.3$0.075/M |
| Under $2/M | Ling 3.0 Flash VL 56.7$0.090/M | Agnes 3.0 Flash 62.3$0.075/M |
| Under $10/M | Ling 3.0 Flash VL 56.7$0.090/M | Agnes 3.0 Flash 62.3$0.075/M |
| Any price | Ling 3.0 Flash VL 56.7$0.090/M | Agnes 3.0 Flash 62.3$0.075/M |
Line-up
| Metric | Ant Group | Sapiens AI |
|---|---|---|
| Flagship index | 56.7 | 62.3 |
| Ranked models | 6 | 3 |
| Open-weights models | 4 | 1 |
| Cheapest ranked, $/M | $0.090 | $0.075 |
| Fastest ranked, tok/s | 317 | 175 |
| Release cadence, days | 88 | – |
| Last release | 6 Aug 2026 | – |
| Next expected | 27 Sept 2026 – 7 Dec 2026 | – |
Data as of 19 Sept 2026. See Ant Group and Sapiens AI in full.