| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Mason City Toros | NA3HL | 45 | 28 | 27 | 55 | 1.222 | 0.1352 | 0.1343 | 0.3858 | 0.3833 |
| 2015-16 | Mason City Toros | NA3HL | 27 | 16 | 26 | 42 | 1.556 | 0.1720 | 0.1625 | 0.4911 | 0.4639 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Concordia | D3 | MIAC | SR | 27 | 3 | 3 | 6 | 0.222 |
| 2019-20 | Concordia (MN) | D1 | — | SR | 27 | 3 | 3 | 6 | 0.222 |
| 2018-19 | Concordia | D3 | MIAC | JR | 26 | 4 | 6 | 10 | 0.385 |
| 2018-19 | Concordia (MN) | D1 | — | JR | 26 | 4 | 6 | 10 | 0.385 |
| 2017-18 | Concordia | D3 | MIAC | SO | 26 | 2 | 6 | 8 | 0.308 |
| 2016-17 | Concordia | D3 | MIAC | FR | 25 | 1 | 2 | 3 | 0.120 |
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.