icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Boston Pride | PHF | 24 | 8 | 21 | 29 | 1.208 | — | — | — | — |
| 2020-21 | Boston Pride | PHF | 7 | 2 | 6 | 8 | 1.143 | — | — | — | — |
| 2021-22 | Boston Pride | PHF | 20 | 6 | 4 | 10 | 0.500 | — | — | — | — |
| 2022-23 | Boston Pride | PHF | 24 | 9 | 9 | 18 | 0.750 | — | — | — | — |
| 2023-24 | Boston Pride | PHF | 24 | 9 | 9 | 18 | 0.750 | — | — | — | — |
| 2024-25 | Boston Pride | PHF | 24 | 9 | 9 | 18 | 0.750 | — | — | — | — |
| 2025-26 | Boston Pride | PHF | 24 | 9 | 9 | 18 | 0.750 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Providence | D1 | HEA-W | SR | 33 | 15 | 15 | 30 | 0.909 |
| 2017-18 | Providence | D1 | HEA-W | JR | 29 | 11 | 13 | 24 | 0.828 |
| 2016-17 | Providence | D1 | HEA-W | SO | 37 | 9 | 19 | 28 | 0.757 |
| 2015-16 | Providence | D1 | HEA-W | FR | 36 | 11 | 17 | 28 | 0.778 |
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.