| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Espanola Paper Kings | NOJHL | 46 | 2 | 11 | 13 | 0.283 | 0.0476 | 0.0461 | 0.1174 | 0.1138 |
| 2017-18 | Seahawks Hockey | EHL | 42 | 2 | 11 | 13 | 0.309 | 0.0664 | 0.0628 | 0.1516 | 0.1433 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Castleton | D3 | LittleEast | SR | 4 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Castleton | D3 | LittleEast | JR | 6 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Castleton | D3 | LittleEast | SO | 8 | 0 | 1 | 1 | 0.125 |
| 2018-19 | Castleton | D3 | LittleEast | FR | 6 | 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.