| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | — | USHL | 25 | 1 | 4 | 5 | 0.200 | 0.1274 | 0.1268 | 0.5993 | 0.5966 |
| 2014-15 | — | NAHL | 37 | 7 | 7 | 14 | 0.378 | 0.1405 | 0.1375 | 0.4006 | 0.3920 |
| 2015-16 | Minnesota Wilderness | NAHL | 55 | 10 | 19 | 29 | 0.527 | 0.1958 | 0.1829 | 0.5583 | 0.5216 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Wisconsin-Stout | D3 | BigTen | JR | 27 | 5 | 6 | 11 | 0.407 |
| 2017-18 | Wisconsin-Stout | D3 | BigTen | SO | 23 | 4 | 4 | 8 | 0.348 |
| 2016-17 | Wisconsin-Stout | D3 | BigTen | FR | 26 | 6 | 4 | 10 | 0.385 |
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.