| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Stanstead College Varsity (W) | CAHS-W | 49 | 5 | 8 | 13 | 0.265 | 0.0952 | 0.0952 | — | — |
| 2020-21 | Stanstead College Varsity (W) | CAHS-W | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Stanstead College Varsity (W) | CAHS-W | 31 | 12 | 13 | 25 | 0.806 | 0.2894 | 0.2894 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Cloud State | D1 | WCHA-W | SR | 29 | 2 | 5 | 7 | 0.241 |
| 2024-25 | St. Cloud State | D1 | WCHA-W | JR | 32 | 0 | 3 | 3 | 0.094 |
| 2023-24 | St. Cloud State | D1 | WCHA-W | SO | 28 | 1 | 1 | 2 | 0.071 |
| 2022-23 | St. Cloud State | D1 | WCHA-W | FR | 31 | 3 | 2 | 5 | 0.161 |
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.