| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Winona High | USHS-W | 16 | 13 | 3 | 16 | 1.000 | 0.3007 | 0.3007 | — | — |
| 2011-12 | Winona High | USHS-W | 22 | 32 | 13 | 45 | 2.046 | 0.6151 | 0.6151 | — | — |
| 2012-13 | Winona High | USHS-W | 24 | 57 | 17 | 74 | 3.083 | 0.9271 | 0.9271 | — | — |
| 2013-14 | Winona High | USHS-W | 23 | 44 | 18 | 62 | 2.696 | 0.8106 | 0.8106 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Wisconsin-River Falls | D3 | WIAC | SR | 28 | 25 | 21 | 46 | 1.643 |
| 2016-17 | Wisconsin-River Falls | D3 | WIAC | JR | 29 | 22 | 29 | 51 | 1.759 |
| 2015-16 | Wisconsin-River Falls | D3 | WIAC | SO | 29 | 20 | 13 | 33 | 1.138 |
| 2014-15 | Wisconsin-River Falls | D3 | WIAC | FR | 31 | 15 | 19 | 34 | 1.097 |
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.