| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Coulee Region Chill | NA3HL | 42 | 10 | 20 | 30 | 0.714 | 0.0861 | 0.0856 | 0.2256 | 0.2243 |
| 2015-16 | Coulee Region Chill | NA3HL | 44 | 10 | 28 | 38 | 0.864 | 0.1041 | 0.0984 | 0.2728 | 0.2579 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Gustavus Adolphus | D3 | MIAC | SR | 23 | 3 | 5 | 8 | 0.348 |
| 2018-19 | Gustavus Adolphus | D3 | MIAC | JR | 22 | 1 | 4 | 5 | 0.227 |
| 2017-18 | Gustavus Adolphus | D3 | MIAC | SO | 28 | 2 | 7 | 9 | 0.321 |
| 2016-17 | Gustavus Adolphus | D3 | MIAC | FR | 9 | 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.