| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Hibbing/Chisholm High | USHS-MN | 25 | 2 | 4 | 6 | 0.240 | 0.0646 | 0.0666 | 0.0583 | 0.0601 |
| 2018-19 | Alexandria Blizzard | NA3HL | 47 | 10 | 19 | 29 | 0.617 | 0.1419 | 0.1342 | 0.1955 | 0.1849 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Wisconsin-Stout | D1 | BigTen | FR | 7 | 0 | 1 | 1 | 0.143 |
| 2019-20 | Wisconsin-Stout | D3 | BigTen | FR | 7 | 0 | 1 | 1 | 0.143 |
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.