| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Florida Eels | USPHL-Elite | 40 | 13 | 19 | 32 | 0.800 | 0.0959 | 0.1009 | 0.1837 | 0.1933 |
| 2015-16 | Florida Eels | USPHL-Elite | 25 | 13 | 23 | 36 | 1.440 | 0.1727 | 0.1736 | 0.3306 | 0.3324 |
| 2016-17 | Florida Eels | USPHL-Elite | 40 | 35 | 34 | 69 | 1.725 | 0.2068 | 0.1960 | 0.3961 | 0.3755 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Neumann | D3 | MAC | SR | 9 | 2 | 1 | 3 | 0.333 |
| 2019-20 | Neumann | D3 | MAC | JR | 26 | 7 | 17 | 24 | 0.923 |
| 2018-19 | Neumann | D3 | MAC | SO | 24 | 9 | 11 | 20 | 0.833 |
| 2017-18 | Neumann | D3 | MAC | FR | 18 | 3 | 4 | 7 | 0.389 |
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.