| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Irondale High | USHS-MN-W | 25 | 1 | 8 | 9 | 0.360 | 0.0544 | 0.0544 | — | — |
| 2011-12 | Irondale High | USHS-MN-W | 25 | 4 | 4 | 8 | 0.320 | 0.0483 | 0.0483 | — | — |
| 2012-13 | Irondale High | USHS-MN-W | 25 | 1 | 9 | 10 | 0.400 | 0.0604 | 0.0604 | — | — |
| 2013-14 | Irondale High | USHS-MN-W | 25 | 2 | 22 | 24 | 0.960 | 0.1450 | 0.1450 | — | — |
| 2014-15 | Irondale High | USHS-MN-W | 25 | 8 | 17 | 25 | 1.000 | 0.1510 | 0.1510 | — | — |
| 2015-16 | Irondale High | USHS-MN-W | 25 | 5 | 11 | 16 | 0.640 | 0.0966 | 0.0966 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | St. Scholastica | D3 | NCHA | SR | 29 | 9 | 9 | 18 | 0.621 |
| 2018-19 | St. Scholastica | D3 | NCHA | JR | 29 | 8 | 11 | 19 | 0.655 |
| 2017-18 | St. Scholastica | D3 | NCHA | SO | 28 | 4 | 8 | 12 | 0.429 |
| 2016-17 | St. Scholastica | D3 | NCHA | FR | 27 | 1 | 13 | 14 | 0.519 |
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.