| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | St. Francis High | USHS-MN | 25 | 16 | 17 | 33 | 1.320 | 0.1626 | 0.1535 | 0.3206 | 0.3026 |
| 2015-16 | Granite City Lumberjacks | NA3HL | 39 | 15 | 9 | 24 | 0.615 | 0.0681 | 0.0690 | 0.1950 | 0.1976 |
| 2016-17 | — | NAHL | 48 | 2 | 8 | 10 | 0.208 | 0.0740 | 0.0719 | 0.2187 | 0.2124 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Wisconsin-Stout | D1 | BigTen | SR | 11 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Wisconsin-Stout | D3 | BigTen | SR | 11 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Wisconsin-Stout | D1 | BigTen | JR | 27 | 2 | 3 | 5 | 0.185 |
| 2019-20 | Wisconsin-Stout | D3 | BigTen | JR | 27 | 2 | 3 | 5 | 0.185 |
| 2018-19 | Wisconsin-Stout | D1 | BigTen | SO | 23 | 7 | 7 | 14 | 0.609 |
| 2018-19 | Wisconsin-Stout | D3 | BigTen | SO | 23 | 7 | 7 | 14 | 0.609 |
| 2017-18 | Wisconsin-Stout | D3 | BigTen | FR | 26 | 3 | 5 | 8 | 0.308 |
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.