| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Minnesota Mullets | USPHL-Premier | 36 | 7 | 5 | 12 | 0.333 | 0.0436 | 0.0468 | 0.1131 | 0.1214 |
| 2018-19 | Rochester Grizzlies | NA3HL | 41 | 20 | 11 | 31 | 0.756 | 0.0949 | 0.0963 | 0.2387 | 0.2422 |
| 2019-20 | Rochester Grizzlies | NA3HL | 43 | 28 | 26 | 54 | 1.256 | 0.1576 | 0.1576 | — | — |
| 2020-21 | Rochester Grizzlies | NA3HL | 38 | 16 | 19 | 35 | 0.921 | 0.1156 | 0.1156 | 0.2908 | 0.2908 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Concordia | D3 | MIAC | — | 0 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Concordia | D3 | MIAC | — | 0 | 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.