| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Buffalo High | USHS-MN-W | 25 | 8 | 9 | 17 | 0.680 | 0.1027 | 0.1027 | — | — |
| 2012-13 | Buffalo High | USHS-MN-W | 19 | 9 | 5 | 14 | 0.737 | 0.1113 | 0.1113 | — | — |
| 2013-14 | Buffalo High | USHS-MN-W | 25 | 8 | 13 | 21 | 0.840 | 0.1268 | 0.1268 | — | — |
| 2014-15 | Buffalo High | USHS-MN-W | 24 | 9 | 10 | 19 | 0.792 | 0.1195 | 0.1195 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Wisconsin-River Falls | D3 | WIAC | SR | 29 | 4 | 13 | 17 | 0.586 |
| 2017-18 | Wisconsin-River Falls | D3 | WIAC | JR | 4 | 1 | 2 | 3 | 0.750 |
| 2016-17 | Wisconsin-River Falls | D3 | WIAC | SO | 24 | 2 | 4 | 6 | 0.250 |
| 2015-16 | Wisconsin-River Falls | D3 | WIAC | FR | 22 | 2 | 8 | 10 | 0.455 |
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.