| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Wisconsin Rapids Riverkings | USPHL-Premier | 44 | 7 | 15 | 22 | 0.500 | 0.0673 | 0.0682 | 0.1702 | 0.1724 |
| 2018-19 | Wisconsin Rapids Riverkings | USPHL-Premier | 44 | 10 | 24 | 34 | 0.773 | 0.1040 | 0.0998 | 0.2630 | 0.2524 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | St. Olaf | D3 | MIAC | SR | 5 | 0 | 0 | 0 | 0.000 |
| 2021-22 | St. Olaf | D3 | MIAC | JR | 21 | 0 | 0 | 0 | 0.000 |
| 2020-21 | St. Olaf | D3 | MIAC | SO | 2 | 1 | 0 | 1 | 0.500 |
| 2019-20 | St. Olaf | D3 | MIAC | FR | 6 | 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.