| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Express Hockey Club | EHL | 3 | 0 | 2 | 2 | 0.667 | 0.0976 | 0.1133 | 0.3265 | 0.3789 |
| 2014-15 | Express Hockey Club | EHL | 33 | 1 | 9 | 10 | 0.303 | 0.0444 | 0.0494 | 0.1484 | 0.1653 |
| 2015-16 | South Shore Kings | USPHL-Premier-Classic | 10 | 1 | 1 | 2 | 0.200 | 0.0561 | 0.0603 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Assumption | D2 | NE10 | SR | 28 | 6 | 14 | 20 | 0.714 |
| 2018-19 | Assumption | D2 | NE10 | JR | 27 | 5 | 12 | 17 | 0.630 |
| 2017-18 | Assumption | D2 | NE10 | SO | 21 | 1 | 7 | 8 | 0.381 |
| 2016-17 | Assumption | D2 | NE10 | FR | 25 | 0 | 9 | 9 | 0.360 |
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.