| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Dodge County High (W) | USHS-MN-W | 24 | 30 | 17 | 47 | 1.958 | 0.3145 | 0.3145 | — | — |
| 2011-12 | Dodge County High (W) | USHS-MN-W | 25 | 38 | 31 | 69 | 2.760 | 0.4433 | 0.4433 | — | — |
| 2012-13 | Dodge County High (W) | USHS-MN-W | 24 | 39 | 24 | 63 | 2.625 | 0.4216 | 0.4216 | — | — |
| 2013-14 | Dodge County High (W) | USHS-MN-W | 25 | 48 | 26 | 74 | 2.960 | 0.4754 | 0.4754 | — | — |
| 2014-15 | Dodge County High (W) | USHS-MN-W | 25 | 44 | 38 | 82 | 3.280 | 0.5268 | 0.5268 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | St. Cloud State | D1 | WCHA-W | GR | 35 | 5 | 3 | 8 | 0.229 |
| 2018-19 | St. Cloud State | D1 | WCHA-W | SR | 25 | 0 | 0 | 0 | 0.000 |
| 2017-18 | St. Cloud State | D1 | WCHA-W | JR | 33 | 4 | 1 | 5 | 0.151 |
| 2015-16 | Ohio State | D1 | WCHA-W | FR | 18 | 2 | 1 | 3 | 0.167 |
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.