| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Holy Family/Waconia High | USHS-MN-W | 21 | 5 | 3 | 8 | 0.381 | 0.0575 | 0.0575 | — | — |
| 2014-15 | Holy Family/Waconia High | USHS-MN-W | 23 | 6 | 6 | 12 | 0.522 | 0.0788 | 0.0788 | — | — |
| 2015-16 | Holy Family/Waconia High | USHS-MN-W | 25 | 15 | 16 | 31 | 1.240 | 0.1872 | 0.1872 | — | — |
| 2016-17 | Holy Family/Waconia High | USHS-MN-W | 25 | 28 | 26 | 54 | 2.160 | 0.3262 | 0.3262 | — | — |
| 2017-18 | Holy Family/Waconia High | USHS-MN-W | 25 | 37 | 18 | 55 | 2.200 | 0.3322 | 0.3322 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Hamline | D3 | MIAC | — | 23 | 13 | 8 | 21 | 0.913 |
| 2020-21 | Hamline | D3 | MIAC | — | 6 | 2 | 5 | 7 | 1.167 |
| 2019-20 | Hamline | D3 | MIAC | — | 26 | 15 | 24 | 39 | 1.500 |
| 2018-19 | Hamline | D3 | MIAC | — | 30 | 19 | 19 | 38 | 1.267 |
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.