| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Janesville Jets | NAHL | 35 | 3 | 6 | 9 | 0.257 | 0.0955 | 0.1019 | 0.2722 | 0.2903 |
| 2013-14 | Minnesota Wilderness | NAHL | 60 | 9 | 5 | 14 | 0.233 | 0.0866 | 0.0880 | 0.2470 | 0.2511 |
| 2014-15 | Minnesota Wilderness | NAHL | 59 | 12 | 12 | 24 | 0.407 | 0.1510 | 0.1456 | 0.4307 | 0.4152 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Wisconsin-Superior | D3 | BigTen | SR | 27 | 4 | 9 | 13 | 0.481 |
| 2017-18 | Wisconsin-Superior | D3 | BigTen | JR | 27 | 12 | 12 | 24 | 0.889 |
| 2016-17 | Wisconsin-Superior | D3 | BigTen | SO | 29 | 15 | 5 | 20 | 0.690 |
| 2015-16 | Wisconsin-Superior | D3 | BigTen | FR | 27 | 8 | 13 | 21 | 0.778 |
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.