| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Notre Dame Hounds | SJHL | 50 | 9 | 5 | 14 | 0.280 | 0.0809 | 0.0831 | 0.2108 | 0.2164 |
| 2013-14 | Notre Dame Hounds | SJHL | 47 | 17 | 6 | 23 | 0.489 | 0.1414 | 0.1377 | 0.3684 | 0.3588 |
| 2014-15 | Notre Dame Hounds | SJHL | 55 | 23 | 17 | 40 | 0.727 | 0.2101 | 0.1936 | 0.5475 | 0.5045 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Manhattanville | D3 | UCHC | SR | 32 | 12 | 5 | 17 | 0.531 |
| 2017-18 | Manhattanville | D3 | UCHC | JR | 26 | 10 | 6 | 16 | 0.615 |
| 2016-17 | Manhattanville | D3 | UCHC | SO | 25 | 7 | 11 | 18 | 0.720 |
| 2015-16 | Manhattanville | D3 | UCHC | FR | 23 | 7 | 10 | 17 | 0.739 |
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.