| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Proctor Academy | NE-Prep | 32 | 10 | 9 | 19 | 0.594 | 0.1145 | 0.1145 | 0.2717 | 0.2717 |
| 2019-20 | Proctor Academy | NE-Prep | 28 | 9 | 14 | 23 | 0.821 | 0.1584 | 0.1584 | 0.3759 | 0.3759 |
| 2021-22 | Steinbach Pistons | MJHL | 50 | 16 | 28 | 44 | 0.880 | 0.1694 | 0.1641 | 0.5546 | 0.5372 |
| 2022-23 | — | NAHL | 60 | 5 | 11 | 16 | 0.267 | 0.0947 | 0.0886 | 0.2800 | 0.2620 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Skidmore | D3 | SUNYAC | GR | 27 | 11 | 6 | 17 | 0.630 |
| 2024-25 | Skidmore | D3 | SUNYAC | SR | 26 | 9 | 9 | 18 | 0.692 |
| 2023-24 | Skidmore | D3 | SUNYAC | JR | 19 | 8 | 2 | 10 | 0.526 |
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.