| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Dells Ducks | USPHL-Elite | 39 | 12 | 10 | 22 | 0.564 | 0.0676 | 0.0652 | — | — |
| 2017-18 | Seahawks Hockey | EHL | 49 | 9 | 10 | 19 | 0.388 | 0.0832 | 0.0778 | 0.1899 | 0.1775 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Elmira | D3 | UCHC | SR | 1 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Elmira | D3 | UCHC | JR | 4 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Elmira | D3 | UCHC | SO | 2 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Elmira | D3 | UCHC | FR | 6 | 0 | 0 | 0 | 0.000 |
| 2013-14 | Canton | D3 | — | — | 11 | 0 | 0 | 0 | 0.000 |
| 2012-13 | Canton | D3 | — | — | 8 | 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.