| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | NMH | NE-Prep | 30 | 3 | 9 | 12 | 0.400 | 0.0772 | 0.0772 | 0.1830 | 0.1830 |
| 2019-20 | NMH | NE-Prep | 28 | 1 | 16 | 17 | 0.607 | 0.1171 | 0.1171 | 0.2778 | 0.2778 |
| 2020-21 | — | NCDC | 35 | 0 | 6 | 6 | 0.171 | 0.0396 | 0.0396 | 0.1386 | 0.1386 |
| 2021-22 | Philadelphia Hockey Club | NCDC | 45 | 3 | 17 | 20 | 0.444 | 0.1027 | 0.0966 | 0.3593 | 0.3380 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Tufts | D3 | NESCAC | SR | 18 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Tufts | D3 | NESCAC | JR | 24 | 0 | 6 | 6 | 0.250 |
| 2023-24 | Tufts | D3 | NESCAC | SO | 18 | 1 | 3 | 4 | 0.222 |
| 2022-23 | Tufts | D3 | NESCAC | FR | 24 | 1 | 7 | 8 | 0.333 |
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.