| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Wayzata High | USHS-MN | 25 | 9 | 14 | 23 | 0.920 | 0.2477 | 0.2318 | 0.2235 | 0.2091 |
| 2015-16 | Alberni Valley Bulldogs | BCHL | 56 | 21 | 29 | 50 | 0.893 | 0.3475 | 0.3486 | 1.3021 | 1.3062 |
| 2016-17 | Sioux Falls Stampede | USHL | 42 | 2 | 11 | 13 | 0.309 | 0.1971 | 0.1837 | 0.9275 | 0.8644 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Wisconsin-Eau Claire | D3 | BigTen | SR | 8 | 2 | 2 | 4 | 0.500 |
| 2019-20 | Wisconsin-Eau Claire | D3 | BigTen | JR | 26 | 6 | 3 | 9 | 0.346 |
| 2018-19 | Wisconsin-Eau Claire | D3 | BigTen | SO | 28 | 7 | 8 | 15 | 0.536 |
| 2017-18 | Wisconsin-Eau Claire | D3 | BigTen | FR | 24 | 5 | 6 | 11 | 0.458 |
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.