| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Taft | NE-Prep | 22 | 7 | 10 | 17 | 0.773 | 0.1558 | 0.1558 | 0.3537 | 0.3537 |
| 2019-20 | Taft | NE-Prep | 25 | 8 | 11 | 19 | 0.760 | 0.1532 | 0.1532 | 0.3479 | 0.3479 |
| 2020-21 | Maine Nordiques | NAHL | 56 | 15 | 11 | 26 | 0.464 | 0.1724 | 0.1724 | 0.4916 | 0.4916 |
| 2021-22 | Maine Nordiques | NAHL | 58 | 10 | 24 | 34 | 0.586 | 0.2177 | 0.2101 | 0.6207 | 0.5989 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Hobart | D3 | SUNYAC | SR | 31 | 6 | 15 | 21 | 0.677 |
| 2024-25 | Hobart | D3 | SUNYAC | JR | 29 | 5 | 6 | 11 | 0.379 |
| 2023-24 | Hobart | D3 | SUNYAC | SO | 26 | 8 | 15 | 23 | 0.885 |
| 2022-23 | Hobart | D3 | SUNYAC | 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.