| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Maple Grove High | USHS-MN | 25 | 6 | 2 | 8 | 0.320 | 0.0861 | 0.0881 | 0.0777 | 0.0795 |
| 2017-18 | — | NAHL | 42 | 5 | 6 | 11 | 0.262 | 0.0972 | 0.0973 | 0.2773 | 0.2776 |
| 2018-19 | Minot Minotauros | NAHL | 55 | 15 | 18 | 33 | 0.600 | 0.2228 | 0.2130 | 0.6353 | 0.6075 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Bethel | D3 | MIAC | — | 27 | 4 | 17 | 21 | 0.778 |
| 2022-23 | Bethel | D3 | MIAC | — | 25 | 8 | 9 | 17 | 0.680 |
| 2020-21 | St. Thomas | D3 | — | SO | 9 | 1 | 5 | 6 | 0.667 |
| 2019-20 | St. Thomas | D3 | — | FR | 26 | 10 | 3 | 13 | 0.500 |
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.