| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Hudson Havoc | USPHL-Premier | 39 | 9 | 14 | 23 | 0.590 | 0.0794 | 0.0819 | 0.2007 | 0.2070 |
| 2018-19 | Hudson Havoc | USPHL-Premier | 42 | 18 | 36 | 54 | 1.286 | 0.1731 | 0.1693 | 0.4377 | 0.4281 |
| 2019-20 | Hudson Havoc | USPHL-Premier | 44 | 10 | 48 | 58 | 1.318 | 0.1774 | 0.1774 | 0.4487 | 0.4487 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Chatham | D3 | UCHC | SR | 18 | 0 | 5 | 5 | 0.278 |
| 2022-23 | Chatham | D3 | UCHC | JR | 24 | 5 | 8 | 13 | 0.542 |
| 2021-22 | Chatham | D3 | UCHC | SO | 25 | 1 | 5 | 6 | 0.240 |
| 2020-21 | Chatham | D3 | UCHC | FR | 7 | 0 | 3 | 3 | 0.429 |
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.