| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Charlotte Rush | USPHL-Elite | 42 | 8 | 25 | 33 | 0.786 | 0.0725 | 0.0704 | 0.1799 | 0.1748 |
| 2016-17 | Charlotte Rush | USPHL-Elite | 35 | 5 | 30 | 35 | 1.000 | 0.0923 | 0.0844 | 0.2290 | 0.2093 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Marian | D1 | NCHA | SR | 12 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Marian | D3 | NCHA | — | 12 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Nazareth | D1 | UCHC | JR | 11 | 0 | 2 | 2 | 0.182 |
| 2019-20 | Nazareth | D3 | UCHC | — | 11 | 0 | 2 | 2 | 0.182 |
| 2018-19 | Nazareth | D1 | UCHC | SO | 3 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Nazareth | D3 | UCHC | — | 3 | 0 | 0 | 0 | 0.000 |
| 2017-18 | Manhattanville | D3 | UCHC | — | 4 | 0 | 0 | 0 | 0.000 |
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.