| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Rochester Monarchs | USPHL-Elite | 40 | 23 | 28 | 51 | 1.275 | 0.1177 | 0.1226 | 0.2920 | 0.3043 |
| 2017-18 | Rochester Monarchs | NCDC | 39 | 10 | 1 | 11 | 0.282 | 0.1150 | 0.1156 | 0.2268 | 0.2279 |
| 2018-19 | Rochester Monarchs | NCDC | 46 | 17 | 10 | 27 | 0.587 | 0.2393 | 0.2268 | 0.4718 | 0.4472 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Endicott | D3 | CNE | SR | 8 | 1 | 2 | 3 | 0.375 |
| 2021-22 | Endicott | D3 | CNE | JR | 7 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Endicott | D1 | CNE | SO | 3 | 1 | 2 | 3 | 1.000 |
| 2020-21 | Endicott | D3 | CNE | SO | 3 | 1 | 2 | 3 | 1.000 |
| 2019-20 | Endicott | D1 | CNE | FR | 24 | 2 | 5 | 7 | 0.292 |
| 2019-20 | Endicott | D3 | CNE | FR | 24 | 2 | 5 | 7 | 0.292 |
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.