| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Northfield High (W) | USHS-MN-W | 24 | 5 | 8 | 13 | 0.542 | 0.0818 | 0.0818 | — | — |
| 2011-12 | Northfield High (W) | USHS-MN-W | 24 | 7 | 9 | 16 | 0.667 | 0.1007 | 0.1007 | — | — |
| 2012-13 | Northfield High (W) | USHS-MN-W | 24 | 8 | 18 | 26 | 1.083 | 0.1636 | 0.1636 | — | — |
| 2013-14 | Northfield High (W) | USHS-MN-W | 25 | 9 | 12 | 21 | 0.840 | 0.1268 | 0.1268 | — | — |
| 2014-15 | Northfield High (W) | USHS-MN-W | 25 | 16 | 11 | 27 | 1.080 | 0.1631 | 0.1631 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Gustavus Adolphus | D3 | MIAC | SR | 27 | 3 | 5 | 8 | 0.296 |
| 2017-18 | Gustavus Adolphus | D3 | MIAC | JR | 28 | 3 | 3 | 6 | 0.214 |
| 2016-17 | Gustavus Adolphus | D3 | MIAC | SO | 27 | 1 | 6 | 7 | 0.259 |
| 2015-16 | Gustavus Adolphus | D3 | MIAC | FR | 24 | 5 | 4 | 9 | 0.375 |
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.