| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Downingtown High East | USHS-W | 16 | 19 | 16 | 35 | 2.188 | 0.6368 | 0.6875 | — | — |
| 2012-13 | Downingtown High East | USHS-W | 17 | 24 | 11 | 35 | 2.059 | 0.5993 | 0.6221 | — | — |
| 2013-14 | Downingtown High East | USHS-W | 16 | 40 | 4 | 44 | 2.750 | 0.8005 | 0.7906 | — | — |
| 2014-15 | Downingtown High East | USHS-W | 14 | 18 | 7 | 25 | 1.786 | 0.5198 | 0.4884 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Sacred Heart | D1 | NEWHA | SR | 32 | 10 | 12 | 22 | 0.688 |
| 2017-18 | Sacred Heart | D1 | NEWHA | JR | 32 | 10 | 12 | 22 | 0.688 |
| 2016-17 | Sacred Heart | D1 | NEWHA | SO | 31 | 10 | 8 | 18 | 0.581 |
| 2015-16 | Sacred Heart | D1 | NEWHA | FR | 29 | 13 | 15 | 28 | 0.966 |
| 2014-15 | Sacred Heart | D1 | NEWHA | — | 23 | 3 | 4 | 7 | 0.304 |
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.