| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Brooklyn Aviators | USPHL-Premier | 44 | 27 | 58 | 85 | 1.932 | 0.2600 | 0.2622 | 0.6576 | 0.6631 |
| 2019-20 | Brooklyn Aviators | USPHL-Premier | 39 | 21 | 74 | 95 | 2.436 | 0.3279 | 0.3279 | 0.8292 | 0.8292 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | St. Scholastica | D3 | MIAC | SR | 25 | 7 | 23 | 30 | 1.200 |
| 2022-23 | St. Scholastica | D3 | MIAC | JR | 23 | 12 | 26 | 38 | 1.652 |
| 2021-22 | St. Scholastica | D3 | MIAC | SO | 19 | 9 | 13 | 22 | 1.158 |
| 2020-21 | St. Scholastica | D3 | — | FR | 11 | 4 | 14 | 18 | 1.636 |
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.