| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Olds Grizzlys | AJHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Hearst Lumberjacks | NOJHL | 24 | 1 | 10 | 11 | 0.458 | 0.1165 | 0.1165 | 0.1901 | 0.1901 |
| 2020-21 | Hearst Lumberjacks | NOJHL | 12 | 2 | 12 | 14 | 1.167 | 0.2967 | 0.2967 | 0.4841 | 0.4841 |
| 2021-22 | — | NOJHL | 33 | 7 | 27 | 34 | 1.030 | 0.2620 | 0.2417 | 0.4275 | 0.3944 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Canton | D3 | SUNYAC | SR | 7 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Canton | D3 | SUNYAC | JR | 12 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Canton | D3 | — | SO | 14 | 0 | 0 | 0 | 0.000 |
| 2022-23 | Canton | D3 | — | FR | 5 | 0 | 1 | 1 | 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.