| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Loomis Chaffee | NE-Prep-Girls | 23 | 2 | 4 | 6 | 0.260 | 0.1196 | 0.1196 | — | — |
| 2013-14 | Connecticut Polar Bears 19U | 19U-AAA-W | 38 | 6 | 10 | 16 | 0.421 | 0.1455 | 0.1513 | — | — |
| 2014-15 | Loomis Chaffee | NE-Prep-Girls | 23 | 3 | 1 | 4 | 0.170 | 0.0782 | 0.0782 | — | — |
| 2015-16 | Washington Pride 19U AAA | JWHL-U19 | 29 | 5 | 10 | 15 | 0.517 | 0.1720 | 0.1519 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Maine | D1 | HEA-W | — | 9 | 0 | 0 | 0 | 0.000 |
| 2016-17 | Maine | D1 | HEA-W | FR | 15 | 0 | 0 | 0 | 0.000 |
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.