icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Worcester Blades | CWHL | 12 | 16 | 16 | 32 | 2.667 | — | — | — | — |
| 2015-16 | Boston Pride | PHF | 16 | 14 | 15 | 29 | 1.812 | — | — | — | — |
| 2016-17 | Boston Pride | PHF | 17 | 14 | 17 | 31 | 1.823 | — | — | — | — |
| 2018-19 | Calgary Inferno | CWHL | 23 | 12 | 14 | 26 | 1.130 | — | — | — | — |
| 2019-20 | Calgary Inferno | CWHL | 23 | 12 | 14 | 26 | 1.130 | — | — | — | — |
| 2020-21 | Calgary Inferno | CWHL | 23 | 12 | 14 | 26 | 1.130 | — | — | — | — |
| 2021-22 | Calgary Inferno | CWHL | 23 | 12 | 14 | 26 | 1.130 | — | — | — | — |
| 2022-23 | Calgary Inferno | CWHL | 23 | 12 | 14 | 26 | 1.130 | — | — | — | — |
| 2023-24 | Calgary Inferno | CWHL | 23 | 12 | 14 | 26 | 1.130 | — | — | — | — |
| 2025-26 | Calgary Inferno | CWHL | 23 | 12 | 14 | 26 | 1.130 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Wisconsin | D1 | WCHA-W | SR | 35 | 29 | 26 | 55 | 1.571 |
| 2011-12 | Wisconsin | D1 | WCHA-W | JR | 40 | 37 | 45 | 82 | 2.050 |
| 2010-11 | Wisconsin | D1 | WCHA-W | SO | 1 | 0 | 1 | 1 | 1.000 |
| 2009-10 | Wisconsin | D1 | WCHA-W | FR | 26 | 15 | 11 | 26 | 1.000 |
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.