| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Minnesota Mullets | USPHL-Elite | 2 | 0 | 1 | 1 | 0.500 | 0.0372 | 0.0407 | 0.1145 | 0.1253 |
| 2018-19 | Minnesota Outlaws | USPHL-Premier | 42 | 7 | 23 | 30 | 0.714 | 0.0806 | 0.0801 | 0.2430 | 0.2416 |
| 2019-20 | Alexandria Blizzard | NA3HL | 40 | 1 | 19 | 20 | 0.500 | 0.0553 | 0.0553 | 0.1584 | 0.1584 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Hamline | D3 | MIAC | SR | 11 | 1 | 0 | 1 | 0.091 |
| 2022-23 | Hamline | D3 | MIAC | JR | 9 | 0 | 1 | 1 | 0.111 |
| 2021-22 | Hamline | D3 | MIAC | SO | 17 | 0 | 3 | 3 | 0.176 |
| 2020-21 | Hamline | D1 | — | FR | 1 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Hamline | D3 | MIAC | FR | 1 | 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.