| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Duluth East High | USHS-MN | 24 | 2 | 7 | 9 | 0.375 | 0.0475 | 0.0480 | 0.0911 | 0.0921 |
| 2016-17 | Coulee Region Chill | NAHL | 50 | 3 | 13 | 16 | 0.320 | 0.1176 | 0.1221 | 0.3378 | 0.3507 |
| 2017-18 | — | NAHL | 45 | 4 | 4 | 8 | 0.178 | 0.0653 | 0.0646 | 0.1877 | 0.1856 |
| 2018-19 | Wilkes-Barre/Scranton Knights | NAHL | 52 | 2 | 14 | 16 | 0.308 | 0.1130 | 0.1067 | 0.3248 | 0.3066 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Augustana | D1 | CCHA | — | 33 | 2 | 6 | 8 | 0.242 |
| 2022-23 | Wisconsin | D1 | BigTen | — | 11 | 0 | 1 | 1 | 0.091 |
| 2021-22 | Wisconsin | D1 | BigTen | — | 6 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Wisconsin | D1 | BigTen | SO | 10 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Wisconsin | D1 | BigTen | FR | 2 | 0 | 0 | 0 | 0.000 |
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.