| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Philadelphia Hockey Club | NCDC | 5 | 2 | 3 | 5 | 1.000 | 0.2818 | 0.3039 | 0.8096 | 0.8732 |
| 2022-23 | — | NCDC | 20 | 0 | 8 | 8 | 0.400 | 0.1127 | 0.1168 | 1.0588 | 1.0937 |
| 2023-24 | Boston Dogs | EHL | 32 | 4 | 10 | 14 | 0.438 | 0.0939 | 0.0939 | 0.2142 | 0.2143 |
| 2024-25 | WB/Scranton Knights | NCDC | 20 | 2 | 5 | 7 | 0.350 | 0.0986 | 0.0922 | 0.2834 | 0.2651 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | UMass Dartmouth | D3 | — | FR | 13 | 2 | 3 | 5 | 0.385 |
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.