| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Eastview High (MN) | USHS-MN | 25 | 3 | 8 | 11 | 0.440 | 0.0557 | 0.0525 | 0.1069 | 0.1007 |
| 2015-16 | Mason City Toros | NA3HL | 36 | 1 | 14 | 15 | 0.417 | 0.0523 | 0.0529 | 0.1316 | 0.1331 |
| 2016-17 | Mason City Toros | NA3HL | 40 | 1 | 16 | 17 | 0.425 | 0.0533 | 0.0512 | 0.1342 | 0.1289 |
| 2017-18 | Mason City Toros | NA3HL | 45 | 10 | 36 | 46 | 1.022 | 0.1283 | 0.1167 | 0.3227 | 0.2936 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Concordia | D3 | MIAC | SR | 26 | 0 | 3 | 3 | 0.115 |
| 2020-21 | Concordia | D3 | MIAC | JR | 1 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Concordia (MN) | D1 | — | JR | 1 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Concordia | D3 | MIAC | SO | 8 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Concordia (MN) | D1 | — | SO | 8 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Concordia | D3 | MIAC | FR | 3 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Concordia (MN) | D1 | — | FR | 3 | 0 | 0 | 0 | 0.000 |
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.