| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Charlotte Rush | USPHL-Premier | 40 | 29 | 27 | 56 | 1.400 | 0.4614 | 0.4537 | 0.4763 | 0.4683 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Wilkes | D3 | MAC | GR | 27 | 12 | 19 | 31 | 1.148 |
| 2022-23 | Wilkes | D3 | MAC | SR | 26 | 7 | 5 | 12 | 0.462 |
| 2021-22 | Wilkes | D3 | MAC | JR | 24 | 1 | 6 | 7 | 0.292 |
| 2020-21 | Wilkes | D1 | — | SO | 11 | 1 | 2 | 3 | 0.273 |
| 2020-21 | Wilkes | D3 | MAC | SO | 11 | 1 | 2 | 3 | 0.273 |
| 2019-20 | Wilkes | D1 | — | FR | 27 | 3 | 8 | 11 | 0.407 |
| 2019-20 | Wilkes | D3 | MAC | FR | 27 | 3 | 8 | 11 | 0.407 |
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.