| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Minnetonka High | USHS-MN | 25 | 12 | 5 | 17 | 0.680 | 0.0861 | 0.0804 | 0.1651 | 0.1541 |
| 2015-16 | Yellowstone Quake | NA3HL | 46 | 23 | 27 | 50 | 1.087 | 0.1385 | 0.1389 | 0.3438 | 0.3448 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Gustavus Adolphus | D3 | MIAC | — | 20 | 1 | 2 | 3 | 0.150 |
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.