| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Northern Lakes Lightning | USHS-MN | 22 | 8 | 4 | 12 | 0.545 | 0.1468 | 0.1537 | 0.1325 | 0.1387 |
| 2016-17 | Breezy Point North Stars | NA3HL | 19 | 2 | 9 | 11 | 0.579 | 0.0698 | 0.0744 | 0.1829 | 0.1950 |
| 2017-18 | Breezy Point North Stars | NA3HL | 45 | 26 | 19 | 45 | 1.000 | 0.1205 | 0.1223 | 0.3159 | 0.3207 |
| 2018-19 | Swan Valley Stampeders | MJHL | 57 | 16 | 23 | 39 | 0.684 | 0.1936 | 0.1867 | 0.4311 | 0.4158 |
| 2019-20 | Swan Valley Stampeders | MJHL | 60 | 16 | 39 | 55 | 0.917 | 0.2593 | 0.2593 | 0.5776 | 0.5776 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Saint John's | D3 | MIAC | JR | 26 | 3 | 2 | 5 | 0.192 |
| 2021-22 | Saint John's | D3 | MIAC | SO | 25 | 5 | 9 | 14 | 0.560 |
| 2020-21 | St. Thomas | D3 | — | FR | 5 | 2 | 2 | 4 | 0.800 |
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.