| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Coulee Region Chill | NAHL | 56 | 8 | 11 | 19 | 0.339 | 0.1260 | 0.1285 | 0.3593 | 0.3665 |
| 2013-14 | Coulee Region Chill | NAHL | 54 | 11 | 21 | 32 | 0.593 | 0.2200 | 0.2134 | 0.6274 | 0.6085 |
| 2014-15 | Coulee Region Chill | NAHL | 57 | 14 | 14 | 28 | 0.491 | 0.1824 | 0.1673 | 0.5201 | 0.4771 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Wisconsin-River Falls | D3 | BigTen | SR | 28 | 14 | 17 | 31 | 1.107 |
| 2017-18 | Wisconsin-River Falls | D3 | BigTen | JR | 26 | 14 | 14 | 28 | 1.077 |
| 2016-17 | Wisconsin-River Falls | D3 | BigTen | SO | 27 | 4 | 6 | 10 | 0.370 |
| 2015-16 | Wisconsin-River Falls | D3 | BigTen | FR | 28 | 6 | 9 | 15 | 0.536 |
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.