| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | St. Paul Academy | USHS-MN | 25 | 2 | 16 | 18 | 0.720 | 0.1938 | 0.2031 | 0.1749 | 0.1833 |
| 2017-18 | Northeast Generals | NAHL | 7 | 0 | 2 | 2 | 0.286 | 0.1132 | 0.1161 | 0.3000 | 0.3077 |
| 2018-19 | Northeast Generals | NAHL | 34 | 0 | 5 | 5 | 0.147 | 0.0583 | 0.0572 | 0.1544 | 0.1514 |
| 2019-20 | Northeast Generals | NAHL | 8 | 0 | 1 | 1 | 0.125 | 0.0495 | 0.0495 | 0.1312 | 0.1312 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Johnson & Wales | D3 | CNE | — | 25 | 2 | 7 | 9 | 0.360 |
| 2023-24 | Johnson & Wales | D3 | CNE | — | 14 | 0 | 1 | 1 | 0.071 |
| 2022-23 | Johnson & Wales | D3 | CNE | — | 12 | 0 | 4 | 4 | 0.333 |
| 2021-22 | Gustavus Adolphus | D3 | MIAC | SO | 7 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Gustavus Adolphus | D1 | — | FR | 4 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Gustavus Adolphus | D3 | — | FR | 4 | 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.