| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | New Hampshire Jr. Monarchs | USPHL-Elite | 25 | 10 | 9 | 19 | 0.760 | 0.0911 | 0.0932 | 0.1745 | 0.1785 |
| 2015-16 | Philadelphia Little Flyers | EHL | 41 | 9 | 4 | 13 | 0.317 | 0.0680 | 0.0673 | 0.1553 | 0.1537 |
| 2016-17 | Philadelphia Little Flyers | EHL | 48 | 22 | 28 | 50 | 1.042 | 0.2235 | 0.2110 | 0.5101 | 0.4817 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Utica | D3 | UCHC | GR | 29 | 5 | 13 | 18 | 0.621 |
| 2020-21 | Utica | D3 | UCHC | SR | 10 | 8 | 7 | 15 | 1.500 |
| 2019-20 | Utica | D3 | UCHC | JR | 21 | 3 | 4 | 7 | 0.333 |
| 2018-19 | Utica | D3 | UCHC | SO | 22 | 5 | 6 | 11 | 0.500 |
| 2017-18 | Utica | D3 | UCHC | FR | 16 | 2 | 2 | 4 | 0.250 |
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.