| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Victoria Grizzlies | BCHL | 45 | 4 | 8 | 12 | 0.267 | 0.0993 | 0.0993 | 0.3886 | 0.3886 |
| 2020-21 | Victoria Grizzlies | BCHL | 20 | 8 | 3 | 11 | 0.550 | 0.2049 | 0.2049 | 0.8014 | 0.8014 |
| 2021-22 | Victoria Grizzlies | BCHL | 39 | 22 | 35 | 57 | 1.462 | 0.5444 | 0.5278 | 2.1296 | 2.0647 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | UMass Lowell | D1 | HockeyEast | SR | 32 | 3 | 5 | 8 | 0.250 |
| 2024-25 | UMass Lowell | D1 | HockeyEast | — | 36 | 5 | 5 | 10 | 0.278 |
| 2023-24 | Northern Michigan | D1 | CCHA | — | 34 | 7 | 6 | 13 | 0.382 |
| 2022-23 | Northern Michigan | D1 | CCHA | — | 35 | 4 | 6 | 10 | 0.286 |
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.