| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Express Hockey Club | EHL | 22 | 3 | 6 | 9 | 0.409 | 0.0878 | 0.0898 | 0.2003 | 0.2049 |
| 2014-15 | Express Hockey Club | EHL | 41 | 17 | 14 | 31 | 0.756 | 0.1623 | 0.1585 | 0.3703 | 0.3616 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Saint Michael's | D2 | — | SO | 27 | 6 | 4 | 10 | 0.370 |
| 2015-16 | Saint Michael's | D2 | — | FR | 19 | 3 | 6 | 9 | 0.474 |
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.