| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Madison Capitols | USHL | 41 | 1 | 2 | 3 | 0.073 | 0.0432 | 0.0455 | 0.2198 | 0.2313 |
| 2016-17 | Waterloo Black Hawks | USHL | 59 | 10 | 9 | 19 | 0.322 | 0.1899 | 0.1901 | 0.9671 | 0.9682 |
| 2017-18 | Waterloo Black Hawks | USHL | 60 | 7 | 11 | 18 | 0.300 | 0.1770 | 0.1684 | 0.9010 | 0.8573 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Northern Michigan | D1 | CCHA | SR | 33 | 1 | 4 | 5 | 0.151 |
| 2020-21 | Northern Michigan | D1 | WCHA | JR | 26 | 3 | 0 | 3 | 0.115 |
| 2019-20 | Northern Michigan | D1 | WCHA | SO | 37 | 4 | 4 | 8 | 0.216 |
| 2018-19 | Northern Michigan | D1 | WCHA | FR | 38 | 2 | 4 | 6 | 0.158 |
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.