| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Minnesota Magicians | NAHL | 8 | 4 | 2 | 6 | 0.750 | 0.2756 | 0.2945 | 0.7916 | 0.8460 |
| 2018-19 | — | NAHL | 29 | 1 | 4 | 5 | 0.172 | 0.0633 | 0.0648 | 0.1820 | 0.1864 |
| 2019-20 | North Iowa Bulls | NA3HL | 37 | 18 | 14 | 32 | 0.865 | 0.1085 | 0.1085 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Bethel | D3 | MIAC | — | 14 | 3 | 4 | 7 | 0.500 |
| 2020-21 | Bethel | D1 | MIAC | FR | 8 | 5 | 2 | 7 | 0.875 |
| 2020-21 | Bethel | D3 | MIAC | — | 8 | 5 | 2 | 7 | 0.875 |
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.