| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | — | NCDC | 21 | 1 | 1 | 2 | 0.095 | 0.0268 | 0.0263 | 0.0771 | 0.0757 |
| 2019-20 | Florida Jr. Blades | USPHL-Premier | 44 | 41 | 15 | 56 | 1.273 | 0.1713 | 0.1713 | 0.4332 | 0.4332 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Lebanon Valley | D3 | MAC | SR | 25 | 13 | 13 | 26 | 1.040 |
| 2022-23 | Lebanon Valley | D3 | MAC | JR | 25 | 6 | 10 | 16 | 0.640 |
| 2021-22 | Lebanon Valley | D3 | MAC | SO | 24 | 12 | 11 | 23 | 0.958 |
| 2020-21 | Lebanon Valley | D3 | MAC | FR | 7 | 2 | 2 | 4 | 0.571 |
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.