| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Princeton High | USHS-MN-W | 25 | 1 | 15 | 16 | 0.640 | 0.0966 | 0.0966 | — | — |
| 2012-13 | Princeton High | USHS-MN-W | 24 | 4 | 10 | 14 | 0.583 | 0.0881 | 0.0881 | — | — |
| 2013-14 | Princeton High | USHS-MN-W | 25 | 12 | 14 | 26 | 1.040 | 0.1570 | 0.1570 | — | — |
| 2014-15 | Princeton High | USHS-MN-W | 25 | 18 | 29 | 47 | 1.880 | 0.2839 | 0.2839 | — | — |
| 2015-16 | Princeton High | USHS-MN-W | 25 | 14 | 23 | 37 | 1.480 | 0.2235 | 0.2235 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Wisconsin-River Falls | D3 | WIAC | SR | 27 | 5 | 11 | 16 | 0.593 |
| 2018-19 | Wisconsin-River Falls | D3 | WIAC | JR | 28 | 4 | 13 | 17 | 0.607 |
| 2017-18 | Wisconsin-River Falls | D3 | WIAC | SO | 28 | 5 | 17 | 22 | 0.786 |
| 2016-17 | Wisconsin-River Falls | D3 | WIAC | FR | 25 | 1 | 8 | 9 | 0.360 |
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.