| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | Choate | NE-Prep-Girls | 26 | 10 | 16 | 26 | 1.000 | 0.4601 | 0.4601 | — | — |
| 2009-10 | Choate | NE-Prep-Girls | 22 | 5 | 7 | 12 | 0.550 | 0.2531 | 0.2531 | — | — |
| 2010-11 | Choate | NE-Prep-Girls | 13 | 16 | 13 | 29 | 2.230 | 1.0260 | 1.0260 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Union | D1 | ECAC-W | SR | 34 | 5 | 8 | 13 | 0.382 |
| 2013-14 | Union | D1 | ECAC-W | JR | 34 | 5 | 14 | 19 | 0.559 |
| 2012-13 | Union | D1 | ECAC-W | SO | 34 | 5 | 7 | 12 | 0.353 |
| 2011-12 | Union | D1 | ECAC-W | FR | 34 | 5 | 7 | 12 | 0.353 |
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.