| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Austin Bruins | NAHL | 48 | 14 | 5 | 19 | 0.396 | 0.1454 | 0.1513 | 0.4178 | 0.4346 |
| 2015-16 | Austin Bruins | NAHL | 46 | 10 | 5 | 15 | 0.326 | 0.1198 | 0.1193 | 0.3442 | 0.3428 |
| 2016-17 | Bismarck Bobcats | NAHL | 57 | 13 | 18 | 31 | 0.544 | 0.1998 | 0.1882 | 0.5741 | 0.5406 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Wisconsin-Eau Claire | D1 | BigTen | SR | 7 | 2 | 2 | 4 | 0.571 |
| 2020-21 | Wisconsin-Eau Claire | D3 | BigTen | SR | 7 | 2 | 2 | 4 | 0.571 |
| 2019-20 | Wisconsin-Eau Claire | D1 | BigTen | JR | 28 | 5 | 2 | 7 | 0.250 |
| 2019-20 | Wisconsin-Eau Claire | D3 | BigTen | JR | 28 | 5 | 2 | 7 | 0.250 |
| 2018-19 | Wisconsin-Eau Claire | D1 | BigTen | SO | 23 | 2 | 0 | 2 | 0.087 |
| 2018-19 | Wisconsin-Eau Claire | D3 | BigTen | SO | 23 | 2 | 0 | 2 | 0.087 |
| 2017-18 | Wisconsin-Eau Claire | D3 | BigTen | FR | 13 | 1 | 1 | 2 | 0.154 |
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.