| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | East Coast Wizards | EHL | 43 | 16 | 11 | 27 | 0.628 | 0.1347 | 0.1391 | 0.3075 | 0.3176 |
| 2015-16 | East Coast Wizards | EHL | 41 | 13 | 12 | 25 | 0.610 | 0.1309 | 0.1294 | 0.2986 | 0.2953 |
| 2016-17 | East Coast Wizards | EHL | 46 | 22 | 27 | 49 | 1.065 | 0.2286 | 0.2157 | 0.5216 | 0.4922 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Castleton | D3 | LittleEast | GR | 26 | 7 | 10 | 17 | 0.654 |
| 2020-21 | Castleton | D3 | LittleEast | SR | 7 | 4 | 2 | 6 | 0.857 |
| 2019-20 | Castleton | D3 | LittleEast | JR | 25 | 13 | 13 | 26 | 1.040 |
| 2018-19 | Castleton | D3 | LittleEast | SO | 25 | 7 | 7 | 14 | 0.560 |
| 2017-18 | Castleton | D3 | LittleEast | FR | 21 | 9 | 5 | 14 | 0.667 |
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.