| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Barrie Sharks | OWHL-U22 | 1 | 1 | 0 | 1 | 1.000 | 0.3496 | 0.3496 | — | — |
| 2022-23 | Barrie Sharks | OWHL-U22 | 37 | 10 | 13 | 23 | 0.622 | 0.2173 | 0.2173 | — | — |
| 2023-24 | Etobicoke Dolphins | OWHL-U22 | 32 | 10 | 12 | 22 | 0.688 | 0.2404 | 0.2404 | — | — |
| 2024-25 | Etobicoke Dolphins | OWHL-U22 | 33 | 10 | 9 | 19 | 0.576 | 0.2013 | 0.2013 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Princeton | D1 | ECAC-W | — | 34 | 8 | 17 | 25 | 0.735 |
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.