| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Mason City Toros | NA3HL | 40 | 14 | 18 | 32 | 0.800 | 0.0964 | 0.0960 | 0.2527 | 0.2515 |
| 2017-18 | Mason City Toros | NA3HL | 47 | 36 | 36 | 72 | 1.532 | 0.1846 | 0.1744 | 0.4839 | 0.4572 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | St. Olaf | D3 | MIAC | SR | 29 | 2 | 0 | 2 | 0.069 |
| 2020-21 | St. Olaf | D3 | MIAC | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | St. Olaf | D3 | MIAC | SO | 23 | 4 | 0 | 4 | 0.174 |
| 2018-19 | St. Olaf | D3 | MIAC | FR | 24 | 5 | 2 | 7 | 0.292 |
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.