| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Anoka High | USHS-MN | 25 | 16 | 13 | 29 | 1.160 | 0.1429 | 0.1400 | 0.2818 | 0.2762 |
| 2016-17 | Minot Minotauros | NAHL | 44 | 11 | 5 | 16 | 0.364 | 0.1292 | 0.1301 | 0.3817 | 0.3845 |
| 2017-18 | Minot Minotauros | NAHL | 49 | 9 | 19 | 28 | 0.571 | 0.2030 | 0.1944 | 0.5999 | 0.5746 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | St. Scholastica | D3 | MIAC | SR | 23 | 7 | 8 | 15 | 0.652 |
| 2020-21 | St. Scholastica | D1 | — | JR | 15 | 5 | 12 | 17 | 1.133 |
| 2020-21 | St. Scholastica | D3 | — | JR | 15 | 5 | 12 | 17 | 1.133 |
| 2019-20 | St. Scholastica | D1 | — | SO | 24 | 6 | 5 | 11 | 0.458 |
| 2019-20 | St. Scholastica | D3 | — | SO | 24 | 6 | 5 | 11 | 0.458 |
| 2018-19 | St. Scholastica | D1 | — | FR | 25 | 7 | 3 | 10 | 0.400 |
| 2018-19 | St. Scholastica | D3 | — | FR | 25 | 7 | 3 | 10 | 0.400 |
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.