| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Markham Thunder | CWHL | 23 | 1 | 0 | 1 | 0.043 | — | — | — | — |
| 2017-18 | MoDo Hockey | SDHL | 33 | 10 | 19 | 29 | 0.879 | 1.0150 | 1.0001 | — | — |
| 2018-19 | MoDo Hockey | SDHL | 36 | 20 | 30 | 50 | 1.389 | 1.6042 | 1.5197 | — | — |
| 2019-20 | HV71 | SDHL | 36 | 14 | 35 | 49 | 1.361 | 1.5721 | 1.5721 | — | — |
| 2021-22 | MoDo Hockey | SDHL | 35 | 12 | 19 | 31 | 0.886 | 1.0230 | 0.8355 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Bemidji State | D1 | CHA-W | SR | 36 | 8 | 21 | 29 | 0.806 |
| 2014-15 | Bemidji State | D1 | CHA-W | JR | 36 | 8 | 21 | 29 | 0.806 |
| 2013-14 | Bemidji State | D1 | CHA-W | SO | 39 | 13 | 14 | 27 | 0.692 |
| 2012-13 | Bemidji State | D1 | CHA-W | FR | 35 | 8 | 14 | 22 | 0.629 |
| 2011-12 | Bemidji State | D1 | CHA-W | — | 30 | 7 | 7 | 14 | 0.467 |
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.