| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | New Hampshire Jr. Monarchs | EHL | 44 | 17 | 32 | 49 | 1.114 | 0.2390 | 0.2349 | 0.5453 | 0.5360 |
| 2014-15 | Islanders Hockey Club | USPHL-Premier-Classic | 36 | 10 | 21 | 31 | 0.861 | 0.2586 | 0.2445 | 0.7093 | 0.6707 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Manhattanville | D3 | UCHC | SR | 30 | 9 | 11 | 20 | 0.667 |
| 2017-18 | Manhattanville | D3 | UCHC | JR | 20 | 4 | 7 | 11 | 0.550 |
| 2016-17 | Manhattanville | D3 | UCHC | SO | 25 | 7 | 10 | 17 | 0.680 |
| 2015-16 | Manhattanville | D3 | UCHC | FR | 23 | 4 | 12 | 16 | 0.696 |
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.