| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Stanstead College Varsity (W) | CAHS-W | 51 | 14 | 19 | 33 | 0.647 | 0.2322 | 0.2330 | — | — |
| 2023-24 | Stanstead College Varsity (W) | CAHS-W | 61 | 7 | 35 | 42 | 0.689 | 0.2470 | 0.2345 | — | — |
| 2024-25 | Stanstead College Varsity (W) | CAHS-W | 70 | 17 | 30 | 47 | 0.671 | 0.2409 | 0.2208 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Cloud State | D1 | WCHA-W | — | 37 | 3 | 7 | 10 | 0.270 |
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.