| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | K-W Lady Rangers U22 AA | OWHL-U22 | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2022-23 | Kitchener-Waterloo Jr Rangers | OWHL-U22 | 17 | 2 | 3 | 5 | 0.294 | 0.1028 | 0.1028 | — | — |
| 2023-24 | Waterloo Ravens | OWHL-U22 | 40 | 17 | 19 | 36 | 0.900 | 0.3146 | 0.3146 | — | — |
| 2024-25 | Waterloo Ravens | OWHL-U22 | 36 | 15 | 18 | 33 | 0.917 | 0.3205 | 0.3205 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Providence | D1 | HEA-W | — | 35 | 4 | 3 | 7 | 0.200 |
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.