| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | St. Marks | NE-Prep | 28 | 1 | 17 | 18 | 0.643 | 0.1814 | 0.1814 | 0.2942 | 0.2942 |
| 2019-20 | St. Marks | NE-Prep | 22 | 3 | 18 | 21 | 0.955 | 0.2693 | 0.2693 | 0.4368 | 0.4368 |
| 2020-21 | Salmon Arm Silverbacks | BCHL | 20 | 3 | 9 | 12 | 0.600 | 0.2235 | 0.2235 | 0.8743 | 0.8743 |
| 2021-22 | Salmon Arm Silverbacks | BCHL | 52 | 5 | 17 | 22 | 0.423 | 0.1576 | 0.1525 | 0.6165 | 0.5965 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Yale | D1 | ECAC | SR | 30 | 0 | 1 | 1 | 0.033 |
| 2024-25 | Yale | D1 | ECAC | JR | 16 | 1 | 0 | 1 | 0.062 |
| 2023-24 | Yale | D1 | ECAC | SO | 10 | 0 | 1 | 1 | 0.100 |
| 2022-23 | Yale | D1 | ECAC | FR | 3 | 0 | 0 | 0 | 0.000 |
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.