| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Sheridan Hawks | NA3HL | 2 | 0 | 1 | 1 | 0.500 | 0.0553 | 0.0553 | 0.1584 | 0.1584 |
| 2020-21 | Northern Cyclones | NCDC | 27 | 2 | 1 | 3 | 0.111 | 0.0257 | 0.0257 | 0.0898 | 0.0898 |
| 2021-22 | Northern Cyclones | NCDC | 47 | 3 | 18 | 21 | 0.447 | 0.1033 | 0.0988 | 0.3613 | 0.3457 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Milwaukee School of Engineering | D3 | NCHA | SR | 27 | 2 | 4 | 6 | 0.222 |
| 2024-25 | Milwaukee School of Engineering | D3 | NCHA | JR | 22 | 3 | 2 | 5 | 0.227 |
| 2023-24 | Milwaukee School of Engineering | D3 | NCHA | SO | 27 | 4 | 5 | 9 | 0.333 |
| 2022-23 | Milwaukee School of Engineering | D3 | NCHA | FR | 27 | 2 | 7 | 9 | 0.333 |
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.