| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Philadelphia Little Flyers | EHL | 39 | 12 | 17 | 29 | 0.744 | 0.2617 | 0.2671 | 0.3646 | 0.3722 |
| 2019-20 | Philadelphia Little Flyers | EHL | 31 | 8 | 17 | 25 | 0.806 | 0.2838 | 0.2838 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Trine | D3 | NCHA | SR | 2 | 0 | 0 | 0 | 0.000 |
| 2022-23 | Trine | D3 | NCHA | JR | 2 | 0 | 1 | 1 | 0.500 |
| 2021-22 | Trine | D3 | NCHA | SO | 10 | 1 | 1 | 2 | 0.200 |
| 2020-21 | Trine | D1 | — | FR | 6 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Trine | D3 | NCHA | FR | 6 | 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.