| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Timmins Rock | NOJHL | 50 | 4 | 6 | 10 | 0.200 | 0.0337 | 0.0337 | 0.0831 | 0.0831 |
| 2020-21 | Timmins Rock | NOJHL | 22 | 4 | 9 | 13 | 0.591 | 0.0996 | 0.0996 | 0.2455 | 0.2455 |
| 2021-22 | Kemptville 73's | CCHL | 41 | 4 | 17 | 21 | 0.512 | 0.1462 | 0.1377 | 0.3965 | 0.3735 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | SUNY Cortland | D3 | SUNYAC | SR | 12 | 0 | 2 | 2 | 0.167 |
| 2024-25 | SUNY Cortland | D3 | SUNYAC | JR | 23 | 1 | 17 | 18 | 0.783 |
| 2023-24 | SUNY Cortland | D3 | SUNYAC | SO | 23 | 3 | 5 | 8 | 0.348 |
| 2022-23 | SUNY Cortland | D3 | SUNYAC | FR | 21 | 1 | 2 | 3 | 0.143 |
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.