| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Thief River Falls High (W) | USHS-MN-W | 23 | 21 | 16 | 37 | 1.609 | 0.2584 | 0.2584 | — | — |
| 2011-12 | Thief River Falls High (W) | USHS-MN-W | 25 | 15 | 21 | 36 | 1.440 | 0.2313 | 0.2313 | — | — |
| 2012-13 | Thief River Falls High (W) | USHS-MN-W | 25 | 22 | 32 | 54 | 2.160 | 0.3469 | 0.3469 | — | — |
| 2013-14 | Thief River Falls High (W) | USHS-MN-W | 24 | 27 | 22 | 49 | 2.042 | 0.3279 | 0.3279 | — | — |
| 2014-15 | Thief River Falls High (W) | USHS-MN-W | 25 | 28 | 27 | 55 | 2.200 | 0.3533 | 0.3533 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Bemidji State | D1 | CHA-W | SR | 36 | 7 | 13 | 20 | 0.556 |
| 2017-18 | Bemidji State | D1 | CHA-W | JR | 36 | 7 | 13 | 20 | 0.556 |
| 2016-17 | Bemidji State | D1 | CHA-W | SO | 38 | 11 | 13 | 24 | 0.632 |
| 2015-16 | Bemidji State | D1 | CHA-W | FR | 35 | 16 | 9 | 25 | 0.714 |
| 2014-15 | Bemidji State | D1 | CHA-W | — | 35 | 3 | 1 | 4 | 0.114 |
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.