| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Ridley College | OWHL-U22 | 11 | 9 | 3 | 12 | 1.091 | 0.3814 | 0.3814 | — | — |
| 2022-23 | Ridley College | OWHL-U22 | 35 | 20 | 11 | 31 | 0.886 | 0.3096 | 0.3096 | — | — |
| 2023-24 | Ridley College | OWHL-U22 | 20 | 18 | 17 | 35 | 1.750 | 0.6118 | 0.6118 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Robert Morris | D1 | CHA-W | — | 36 | 15 | 26 | 41 | 1.139 |
| 2024-25 | Clarkson | D1 | ECAC-W | — | 16 | 0 | 1 | 1 | 0.062 |
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.