| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Worcester Academy | NE-Prep-Girls | 12 | 26 | 4 | 30 | 2.500 | 1.1502 | 1.1502 | — | — |
| 2012-13 | Worcester Academy | NE-Prep-Girls | 23 | 16 | 14 | 30 | 1.300 | 0.5981 | 0.5981 | — | — |
| 2013-14 | Worcester Academy | USHS-W | 28 | 25 | 18 | 43 | 1.536 | 0.4470 | 0.4470 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Holy Cross | D1 | NEHC | JR | 3 | 1 | 0 | 1 | 0.333 |
| 2015-16 | Holy Cross | D1 | NEHC | SO | 27 | 7 | 8 | 15 | 0.556 |
| 2014-15 | Holy Cross | D1 | — | FR | 28 | 10 | 7 | 17 | 0.607 |
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.