| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Rochester John Marshall High | USHS-MN | 25 | 1 | 6 | 7 | 0.280 | 0.0754 | 0.0764 | 0.0680 | 0.0689 |
| 2017-18 | Coulee Region Chill | NA3HL | 47 | 15 | 27 | 42 | 0.894 | 0.1077 | 0.1057 | 0.2823 | 0.2769 |
| 2018-19 | Coulee Region Chill | NA3HL | 45 | 27 | 57 | 84 | 1.867 | 0.2249 | 0.2088 | 0.5897 | 0.5474 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Augsburg | D3 | MIAC | SR | 2 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Augsburg | D3 | MIAC | JR | 1 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Augsburg | D3 | MIAC | SO | 2 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Augsburg | D3 | MIAC | 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.