| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Waseca High | USHS-MN | 24 | 13 | 26 | 39 | 1.625 | 0.2057 | 0.1955 | 0.3947 | 0.3752 |
| 2015-16 | Coulee Region Chill | NA3HL | 43 | 7 | 21 | 28 | 0.651 | 0.0817 | 0.0833 | 0.2056 | 0.2097 |
| 2016-17 | Coulee Region Chill | NA3HL | 45 | 17 | 26 | 43 | 0.956 | 0.1199 | 0.1162 | 0.3017 | 0.2925 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Gustavus Adolphus | D3 | MIAC | SR | 5 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Gustavus Adolphus | D3 | MIAC | JR | 25 | 5 | 2 | 7 | 0.280 |
| 2018-19 | Gustavus Adolphus | D3 | MIAC | SO | 25 | 1 | 1 | 2 | 0.080 |
| 2017-18 | Gustavus Adolphus | D3 | MIAC | FR | 28 | 3 | 5 | 8 | 0.286 |
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.