| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Chicago Steel | USHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Minot Minotauros | NAHL | 48 | 2 | 10 | 12 | 0.250 | 0.0928 | 0.0951 | 0.2647 | 0.2712 |
| 2015-16 | Minot Minotauros | NAHL | 37 | 1 | 6 | 7 | 0.189 | 0.0702 | 0.0688 | 0.2003 | 0.1964 |
| 2016-17 | Minot Minotauros | NAHL | 53 | 2 | 15 | 17 | 0.321 | 0.1191 | 0.1103 | 0.3397 | 0.3145 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | St. Norbert | D3 | NCHA | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | St. Norbert | D3 | NCHA | JR | 27 | 2 | 16 | 18 | 0.667 |
| 2018-19 | St. Norbert | D3 | NCHA | SO | 31 | 2 | 20 | 22 | 0.710 |
| 2017-18 | St. Norbert | D3 | NCHA | FR | 28 | 6 | 13 | 19 | 0.679 |
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.