| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | St. Paul Johnson High | USHS-MN | 25 | 8 | 9 | 17 | 0.680 | 0.0861 | 0.0921 | 0.1652 | 0.1768 |
| 2017-18 | Minnesota Wilderness | NAHL | 52 | 6 | 10 | 16 | 0.308 | 0.1130 | 0.1184 | 0.3248 | 0.3403 |
| 2018-19 | — | NAHL | 53 | 7 | 12 | 19 | 0.358 | 0.1317 | 0.1321 | 0.3784 | 0.3796 |
| 2019-20 | Chippewa Steel | NAHL | 49 | 8 | 22 | 30 | 0.612 | 0.2249 | 0.2249 | 0.6462 | 0.6462 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Wisconsin-Stevens Point | D3 | WIAC | SR | 28 | 2 | 7 | 9 | 0.321 |
| 2022-23 | Wisconsin-Stevens Point | D3 | WIAC | JR | 28 | 2 | 4 | 6 | 0.214 |
| 2021-22 | Wisconsin-Stevens Point | D3 | WIAC | SO | 18 | 2 | 3 | 5 | 0.278 |
| 2020-21 | Wisconsin-Stevens Point | D1 | BigTen | FR | 11 | 0 | 2 | 2 | 0.182 |
| 2020-21 | Wisconsin-Stevens Point | D3 | BigTen | FR | 11 | 0 | 2 | 2 | 0.182 |
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.