| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Minot Minotauros | NAHL | 9 | 1 | 2 | 3 | 0.333 | 0.1238 | 0.1303 | 0.3529 | 0.3713 |
| 2015-16 | Minot Minotauros | NAHL | 30 | 2 | 6 | 8 | 0.267 | 0.0990 | 0.0998 | — | — |
| 2016-17 | Minot Minotauros | NAHL | 58 | 12 | 24 | 36 | 0.621 | 0.2305 | 0.2198 | 0.6572 | 0.6267 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | St. Scholastica | D3 | — | SR | 8 | 5 | 7 | 12 | 1.500 |
| 2019-20 | St. Scholastica | D3 | — | JR | 23 | 5 | 10 | 15 | 0.652 |
| 2018-19 | St. Scholastica | D3 | — | SO | 25 | 7 | 14 | 21 | 0.840 |
| 2017-18 | St. Scholastica | D3 | — | FR | 26 | 5 | 11 | 16 | 0.615 |
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.