| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Portland Jr. Pirates | USPHL-Premier-Classic | 49 | 22 | 33 | 55 | 1.122 | 0.3151 | 0.3495 | 0.9228 | 1.0235 |
| 2015-16 | — | USHL | 57 | 7 | 8 | 15 | 0.263 | 0.1553 | 0.1570 | 0.7905 | 0.7989 |
| 2016-17 | Islanders Hockey Club | USPHL-Premier-Classic | 44 | 27 | 46 | 73 | 1.659 | 0.4657 | 0.4710 | 1.3641 | 1.3796 |
| 2017-18 | Islanders Hockey Club | NCDC | 48 | 18 | 26 | 44 | 0.917 | 0.3737 | 0.3542 | 0.7368 | 0.6983 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Trinity | D3 | NESCAC | SR | 25 | 9 | 14 | 23 | 0.920 |
| 2020-21 | Trinity | D3 | NESCAC | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Trinity | D1 | NESCAC | SO | 26 | 8 | 25 | 33 | 1.269 |
| 2019-20 | Trinity | D3 | NESCAC | SO | 26 | 8 | 25 | 33 | 1.269 |
| 2018-19 | Trinity | D1 | NESCAC | FR | 28 | 10 | 15 | 25 | 0.893 |
| 2018-19 | Trinity | D3 | NESCAC | FR | 28 | 10 | 15 | 25 | 0.893 |
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.