| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Albany Academy | NE-Prep | 27 | 2 | 2 | 4 | 0.148 | 0.0299 | 0.0299 | 0.0678 | 0.0678 |
| 2020-21 | Northern Cyclones | NCDC | 29 | 8 | 7 | 15 | 0.517 | 0.1457 | 0.1457 | 0.4187 | 0.4187 |
| 2021-22 | Northern Cyclones | NCDC | 48 | 17 | 23 | 40 | 0.833 | 0.2348 | 0.2248 | 0.6746 | 0.6458 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Endicott | D3 | CNE | SR | 28 | 8 | 9 | 17 | 0.607 |
| 2024-25 | Endicott | D3 | CNE | JR | 28 | 8 | 4 | 12 | 0.429 |
| 2023-24 | Endicott | D3 | CNE | SO | 26 | 5 | 7 | 12 | 0.462 |
| 2022-23 | Endicott | D3 | CNE | FR | 7 | 1 | 0 | 1 | 0.143 |
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.