The prediction engine was tested against 20224 real matchups from September 2025 to validate accuracy before the 2026 season.
| Batter | vs Pitcher | Date | Predicted | Actual | Error |
|---|---|---|---|---|---|
| Bryce Teodosio | Luis Garcia | 2025-09-01 | 0.000 | 0.000 | 0.000 |
| C.J. Stubbs | Lake Bachar | 2025-09-01 | 0.000 | 0.000 | 0.000 |
| Oswald Peraza | Luis Garcia | 2025-09-01 | 0.000 | 0.000 | 0.000 |
| Niko Kavadas | Luis Garcia | 2025-09-01 | 0.000 | 0.000 | 0.000 |
| Jake Fraley | Colin Rea | 2025-09-01 | 0.000 | 0.000 | 0.000 |
| Batter | vs Pitcher | Predicted | Actual | Exceeded By | Result |
|---|---|---|---|---|---|
| Logan O'Hoppe | Luis Garcia | 0.000 | 1.000 | +1.000 | 1/1 |
| Nathan Church | Luis Severino | 0.031 | 1.000 | +0.969 | 2/2 |
| Freddy Fermin | Tyler Wells | 0.071 | 1.000 | +0.929 | 2/2 |
| José Fermín | Luis Morales | 0.085 | 1.000 | +0.915 | 1/1 |
| Alejandro Osuna | Ryne Nelson | 0.098 | 1.000 | +0.902 | 1/1 |