| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Vermont Lumberjacks | EHL | 32 | 2 | 8 | 10 | 0.312 | 0.0722 | 0.0774 | 0.1529 | 0.1638 |
| 2017-18 | Vermont Lumberjacks | EHL | 47 | 12 | 20 | 32 | 0.681 | 0.1573 | 0.1598 | 0.3332 | 0.3385 |
| 2018-19 | Boston Jr. Rangers | EHL | 29 | 7 | 17 | 24 | 0.828 | 0.1912 | 0.1847 | 0.4049 | 0.3911 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Nichols | D3 | CNE | SR | 22 | 6 | 9 | 15 | 0.682 |
| 2021-22 | Nichols | D3 | CNE | JR | 25 | 5 | 4 | 9 | 0.360 |
| 2020-21 | Nichols | D1 | CNE | SO | 3 | 1 | 0 | 1 | 0.333 |
| 2020-21 | Nichols | D3 | CNE | SO | 3 | 1 | 0 | 1 | 0.333 |
| 2019-20 | Nichols | D1 | CNE | FR | 14 | 1 | 2 | 3 | 0.214 |
| 2019-20 | Nichols | D3 | CNE | FR | 14 | 1 | 2 | 3 | 0.214 |
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.