| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | NMH | NE-Prep | 26 | 0 | 2 | 2 | 0.077 | 0.0152 | 0.0152 | 0.0350 | 0.0350 |
| 2022-23 | NMH | NE-Prep | 23 | 0 | 4 | 4 | 0.174 | 0.0344 | 0.0344 | 0.0792 | 0.0792 |
| 2023-24 | Philadelphia Hockey Club | EHL | 44 | 0 | 5 | 5 | 0.114 | 0.0262 | 0.0265 | 0.0556 | 0.0562 |
| 2024-25 | Philadelphia Hockey Club | EHL | 46 | 0 | 5 | 5 | 0.109 | 0.0251 | 0.0241 | 0.0532 | 0.0510 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lebanon Valley | D3 | MAC | FR | 21 | 1 | 4 | 5 | 0.238 |
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.