| 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 | 8 | 15 | 23 | 1.000 | 0.1606 | 0.1606 | — | — |
| 2011-12 | Thief River Falls High (W) | USHS-MN-W | 25 | 7 | 16 | 23 | 0.920 | 0.1478 | 0.1478 | — | — |
| 2012-13 | Thief River Falls High (W) | USHS-MN-W | 25 | 33 | 20 | 53 | 2.120 | 0.3405 | 0.3405 | — | — |
| 2013-14 | Thief River Falls High (W) | USHS-MN-W | 23 | 14 | 17 | 31 | 1.348 | 0.2165 | 0.2165 | — | — |
| 2014-15 | Thief River Falls High (W) | USHS-MN-W | 23 | 15 | 24 | 39 | 1.696 | 0.2723 | 0.2723 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Bemidji State | D1 | CHA-W | SR | 19 | 0 | 3 | 3 | 0.158 |
| 2017-18 | Bemidji State | D1 | CHA-W | JR | 19 | 0 | 3 | 3 | 0.158 |
| 2016-17 | Bemidji State | D1 | CHA-W | SO | 18 | 2 | 1 | 3 | 0.167 |
| 2015-16 | Bemidji State | D1 | CHA-W | FR | 29 | 0 | 1 | 1 | 0.034 |
| 2014-15 | Bemidji State | D1 | CHA-W | — | 9 | 0 | 0 | 0 | 0.000 |
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.