| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Utica Jr. Comets | USPHL-Premier | 36 | 8 | 16 | 24 | 0.667 | 0.0752 | 0.0752 | 0.2268 | 0.2268 |
| 2020-21 | Utica Jr. Comets | USPHL-Premier | 39 | 17 | 29 | 46 | 1.179 | 0.1330 | 0.1330 | 0.4013 | 0.4013 |
| 2021-22 | Utica Jr. Comets | USPHL-Premier | 43 | 39 | 21 | 60 | 1.395 | 0.1574 | 0.1583 | 0.4747 | 0.4773 |
| 2022-23 | Utica Jr. Comets | NCDC | 39 | 12 | 12 | 24 | 0.615 | 0.1422 | 0.1381 | 0.4976 | 0.4833 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Chatham | D3 | UCHC | GR | 17 | 5 | 4 | 9 | 0.529 |
| 2024-25 | Chatham | D3 | UCHC | SR | 3 | 1 | 0 | 1 | 0.333 |
| 2023-24 | Chatham | D3 | UCHC | JR | 13 | 3 | 3 | 6 | 0.462 |
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.