| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Stillwater High | USHS-MN | 24 | 11 | 13 | 24 | 1.000 | 0.2692 | 0.2635 | 0.2429 | 0.2377 |
| 2016-17 | Madison Capitols | USHL | 17 | 2 | 0 | 2 | 0.118 | 0.0723 | 0.0705 | 0.3465 | 0.3379 |
| 2017-18 | Janesville Jets | NAHL | 54 | 8 | 13 | 21 | 0.389 | 0.1541 | 0.1474 | 0.4083 | 0.3906 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wisconsin-Eau Claire | D3 | WIAC | SR | 22 | 8 | 5 | 13 | 0.591 |
| 2020-21 | Wisconsin-Eau Claire | D1 | BigTen | JR | 5 | 1 | 0 | 1 | 0.200 |
| 2020-21 | Wisconsin-Eau Claire | D3 | BigTen | JR | 5 | 1 | 0 | 1 | 0.200 |
| 2019-20 | Wisconsin-Eau Claire | D1 | BigTen | SO | 25 | 4 | 7 | 11 | 0.440 |
| 2019-20 | Wisconsin-Eau Claire | D3 | BigTen | SO | 25 | 4 | 7 | 11 | 0.440 |
| 2018-19 | Wisconsin-Eau Claire | D1 | BigTen | FR | 27 | 4 | 4 | 8 | 0.296 |
| 2018-19 | Wisconsin-Eau Claire | D3 | BigTen | FR | 27 | 4 | 4 | 8 | 0.296 |
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.