| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Springfield Jr. Pics | USPHL-Premier | 43 | 5 | 17 | 22 | 0.512 | 0.0689 | 0.0677 | 0.1741 | 0.1710 |
| 2019-20 | Springfield Jr. Pics | USPHL-Premier | 37 | 10 | 25 | 35 | 0.946 | 0.1273 | 0.1273 | 0.3220 | 0.3220 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Western New England | D3 | CNE | GR | 25 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Western New England | D3 | CNE | SR | 21 | 0 | 3 | 3 | 0.143 |
| 2022-23 | Western New England | D3 | CNE | JR | 26 | 0 | 1 | 1 | 0.038 |
| 2021-22 | Western New England | D3 | CNE | SO | 25 | 0 | 3 | 3 | 0.120 |
| 2020-21 | Western New England | D3 | CNE | FR | 0 | 0 | 0 | 0 | 0.000 |
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.