| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Tartan Senior High | USHS-MN-W | 19 | 7 | 6 | 13 | 0.684 | 0.1033 | 0.1033 | — | — |
| 2011-12 | Tartan Senior High | USHS-MN-W | 24 | 11 | 9 | 20 | 0.833 | 0.1258 | 0.1258 | — | — |
| 2012-13 | Tartan Senior High | USHS-MN-W | 25 | 21 | 12 | 33 | 1.320 | 0.1993 | 0.1993 | — | — |
| 2013-14 | Tartan Senior High | USHS-MN-W | 24 | 19 | 12 | 31 | 1.292 | 0.1950 | 0.1950 | — | — |
| 2014-15 | Tartan Senior High | USHS-MN-W | 25 | 19 | 13 | 32 | 1.280 | 0.1933 | 0.1933 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Augsburg | D3 | MIAC | — | 27 | 4 | 6 | 10 | 0.370 |
| 2018-19 | Augsburg | D3 | MIAC | — | 26 | 3 | 13 | 16 | 0.615 |
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.