| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Lakeville South High | USHS-MN | 24 | 2 | 1 | 3 | 0.125 | 0.0158 | 0.0164 | 0.0304 | 0.0315 |
| 2018-19 | Hearst Lumberjacks | NOJHL | 42 | 19 | 31 | 50 | 1.190 | 0.1988 | 0.1888 | 0.4956 | 0.4706 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | St. Scholastica | D1 | MIAC | SO | 1 | 0 | 0 | 0 | 0.000 |
| 2020-21 | St. Scholastica | D3 | MIAC | SO | 1 | 0 | 0 | 0 | 0.000 |
| 2019-20 | St. Scholastica | D1 | MIAC | FR | 26 | 3 | 1 | 4 | 0.154 |
| 2019-20 | St. Scholastica | D3 | MIAC | FR | 26 | 3 | 1 | 4 | 0.154 |
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.