| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Brunswick | NE-Prep | 30 | 6 | 7 | 13 | 0.433 | 0.1222 | 0.1222 | 0.1983 | 0.1983 |
| 2020-21 | Penticton Vees | BCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Penticton Vees | BCHL | 44 | 5 | 11 | 16 | 0.364 | 0.1354 | 0.1471 | 0.5298 | 0.5757 |
| 2022-23 | Penticton Vees | BCHL | 48 | 6 | 12 | 18 | 0.375 | 0.1397 | 0.1449 | 0.5464 | 0.5669 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Yale | D1 | ECAC | — | 31 | 7 | 3 | 10 | 0.323 |
| 2024-25 | Yale | D1 | ECAC | SO | 30 | 5 | 6 | 11 | 0.367 |
| 2023-24 | Yale | D1 | ECAC | FR | 14 | 1 | 1 | 2 | 0.143 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.