| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Skipjacks Hockey Club | USPHL-Premier | 43 | 10 | 25 | 35 | 0.814 | 0.0918 | 0.0901 | 0.2769 | 0.2717 |
| 2018-19 | Northwest Express | USPHL-Premier | 40 | 4 | 20 | 24 | 0.600 | 0.0677 | 0.0628 | 0.2041 | 0.1894 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Lebanon Valley | D3 | MAC | SR | 22 | 1 | 3 | 4 | 0.182 |
| 2021-22 | Lebanon Valley | D3 | MAC | JR | 20 | 0 | 3 | 3 | 0.150 |
| 2020-21 | Lebanon Valley | D3 | MAC | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Lebanon Valley | D1 | — | FR | 16 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Lebanon Valley | D3 | MAC | FR | 16 | 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.