| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Rochester Jr. Americans | USPHL-Premier-Classic | 32 | 6 | 6 | 12 | 0.375 | 0.1126 | 0.1170 | 0.3089 | 0.3210 |
| 2015-16 | Utica Jr. Comets | USPHL-Premier-Classic | 35 | 8 | 18 | 26 | 0.743 | 0.2231 | 0.2209 | 0.6119 | 0.6059 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Skidmore | D3 | SUNYAC | SR | 14 | 2 | 2 | 4 | 0.286 |
| 2018-19 | Skidmore | D3 | SUNYAC | JR | 23 | 3 | 6 | 9 | 0.391 |
| 2017-18 | Skidmore | D3 | SUNYAC | SO | 15 | 2 | 3 | 5 | 0.333 |
| 2016-17 | Skidmore | D3 | SUNYAC | FR | 26 | 5 | 6 | 11 | 0.423 |
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.