| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Andover | USHS-MN | 31 | 17 | 28 | 45 | 1.452 | 0.3908 | 0.3908 | 0.3526 | 0.3526 |
| 2020-21 | Minnesota Wilderness | NAHL | 51 | 6 | 6 | 12 | 0.235 | 0.0932 | 0.0932 | 0.2470 | 0.2470 |
| 2021-22 | Minnesota Wilderness | NAHL | 60 | 18 | 42 | 60 | 1.000 | 0.3962 | 0.3910 | 1.0499 | 1.0362 |
| 2022-23 | Minnesota Wilderness | NAHL | 54 | 12 | 26 | 38 | 0.704 | 0.2788 | 0.2615 | 0.7388 | 0.6928 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Lawrence | D1 | ECAC | JR | 33 | 4 | 5 | 9 | 0.273 |
| 2024-25 | St. Lawrence | D1 | ECAC | SR | 33 | 5 | 3 | 8 | 0.242 |
| 2023-24 | St. Lawrence | D1 | ECAC | JR | 27 | 2 | 2 | 4 | 0.148 |
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.