icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Park Rapids High (W) | USHS-MN-W | 24 | 37 | 14 | 51 | 2.125 | 0.3413 | 0.3654 | — | — |
| 2018-19 | Boston Pride | PHF | 16 | 6 | 11 | 17 | 1.062 | — | — | — | — |
| 2019-20 | Boston Pride | PHF | 24 | 19 | 17 | 36 | 1.500 | — | — | — | — |
| 2020-21 | Boston Pride | PHF | 7 | 3 | 4 | 7 | 1.000 | — | — | — | — |
| 2021-22 | Boston Pride | PHF | 20 | 5 | 10 | 15 | 0.750 | — | — | — | — |
| 2022-23 | Boston Pride | PHF | 24 | 4 | 8 | 12 | 0.500 | — | — | — | — |
| 2023-24 | Boston Pride | PHF | 24 | 4 | 8 | 12 | 0.500 | — | — | — | — |
| 2024-25 | Boston Pride | PHF | 24 | 4 | 8 | 12 | 0.500 | — | — | — | — |
| 2025-26 | Boston Pride | PHF | 24 | 4 | 8 | 12 | 0.500 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Northeastern | D1 | HEA-W | — | 39 | 15 | 19 | 34 | 0.872 |
| 2016-17 | Northeastern | D1 | HEA-W | — | 37 | 23 | 15 | 38 | 1.027 |
| 2015-16 | Northeastern | D1 | HEA-W | — | 38 | 10 | 11 | 21 | 0.553 |
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.