| 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 | 0 | 6 | 6 | 0.261 | 0.0419 | 0.0419 | — | — |
| 2011-12 | Thief River Falls High (W) | USHS-MN-W | 24 | 6 | 11 | 17 | 0.708 | 0.1138 | 0.1138 | — | — |
| 2012-13 | Thief River Falls High (W) | USHS-MN-W | 25 | 5 | 12 | 17 | 0.680 | 0.1092 | 0.1092 | — | — |
| 2013-14 | Thief River Falls High (W) | USHS-MN-W | 23 | 8 | 16 | 24 | 1.044 | 0.1676 | 0.1676 | — | — |
| 2014-15 | Thief River Falls High (W) | USHS-MN-W | 25 | 8 | 18 | 26 | 1.040 | 0.1670 | 0.1670 | — | — |
| 2015-16 | Thief River Falls High (W) | USHS-MN-W | 23 | 11 | 20 | 31 | 1.348 | 0.2165 | 0.2165 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Bemidji State | D1 | CHA-W | SR | 37 | 0 | 8 | 8 | 0.216 |
| 2018-19 | Bemidji State | D1 | CHA-W | JR | 36 | 1 | 5 | 6 | 0.167 |
| 2017-18 | Bemidji State | D1 | CHA-W | FR | 36 | 1 | 5 | 6 | 0.167 |
| 2016-17 | Bemidji State | D1 | CHA-W | FR | 38 | 1 | 3 | 4 | 0.105 |
| 2015-16 | Bemidji State | D1 | CHA-W | — | 26 | 0 | 2 | 2 | 0.077 |
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.