| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | New Hampshire Jr. Monarchs | EHL | 40 | 9 | 18 | 27 | 0.675 | 0.1449 | 0.1517 | 0.3305 | 0.3460 |
| 2017-18 | Utica Jr. Comets | NCDC | 24 | 3 | 1 | 4 | 0.167 | 0.0470 | 0.0463 | 0.1350 | 0.1329 |
| 2018-19 | New Hampshire Jr. Monarchs | NCDC | 48 | 15 | 16 | 31 | 0.646 | 0.1820 | 0.1687 | 0.5228 | 0.4847 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Endicott | D3 | CNE | SR | 17 | 2 | 8 | 10 | 0.588 |
| 2021-22 | Endicott | D3 | CNE | JR | 25 | 12 | 11 | 23 | 0.920 |
| 2020-21 | Endicott | D3 | CNE | SO | 3 | 1 | 1 | 2 | 0.667 |
| 2019-20 | Endicott | D3 | CNE | FR | 27 | 7 | 12 | 19 | 0.704 |
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.