| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | East Grand Forks High (W) | USHS-MN-W | 25 | 28 | 7 | 35 | 1.400 | 0.2248 | 0.2248 | — | — |
| 2012-13 | East Grand Forks High (W) | USHS-MN-W | 25 | 35 | 19 | 54 | 2.160 | 0.3469 | 0.3469 | — | — |
| 2013-14 | East Grand Forks High (W) | USHS-MN-W | 25 | 38 | 34 | 72 | 2.880 | 0.4625 | 0.4625 | — | — |
| 2020-21 | Minnesota Whitecaps | PHF | 4 | 2 | 1 | 3 | 0.750 | — | — | — | — |
| 2021-22 | Minnesota Whitecaps | PHF | 17 | 4 | 5 | 9 | 0.529 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Bemidji State | D1 | CHA-W | SR | 37 | 15 | 13 | 28 | 0.757 |
| 2018-19 | Bemidji State | D1 | CHA-W | JR | 22 | 8 | 3 | 11 | 0.500 |
| 2017-18 | Bemidji State | D1 | CHA-W | SO | 22 | 8 | 3 | 11 | 0.500 |
| 2016-17 | Bemidji State | D1 | CHA-W | FR | 38 | 11 | 14 | 25 | 0.658 |
| 2015-16 | Bemidji State | D1 | CHA-W | — | 35 | 4 | 9 | 13 | 0.371 |
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.