icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Boston Pride | PHF | 18 | 6 | 16 | 22 | 1.222 | — | — | — | — |
| 2023-24 | Boston Pride | PHF | 18 | 6 | 16 | 22 | 1.222 | — | — | — | — |
| 2024-25 | New York Sirens | PWHL | 29 | 2 | 2 | 4 | 0.138 | — | — | — | — |
| 2025-26 | Boston Pride | PHF | 18 | 6 | 16 | 22 | 1.222 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Minnesota Duluth | D1 | WCHA-W | — | 40 | 22 | 40 | 62 | 1.550 |
| 2020-21 | Clarkson | D1 | ECAC-W | — | 19 | 9 | 14 | 23 | 1.210 |
| 2019-20 | Clarkson | D1 | ECAC-W | — | 37 | 37 | 29 | 66 | 1.784 |
| 2018-19 | Clarkson | D1 | ECAC-W | — | 40 | 26 | 47 | 73 | 1.825 |
| 2017-18 | Clarkson | D1 | ECAC-W | — | 41 | 27 | 44 | 71 | 1.732 |
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.