| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Kenai River Brown Bears | NAHL | 48 | 3 | 7 | 10 | 0.208 | 0.0773 | 0.0821 | 0.2205 | 0.2342 |
| 2015-16 | Kenai River Brown Bears | NAHL | 16 | 0 | 3 | 3 | 0.188 | 0.0696 | 0.0709 | 0.1985 | 0.2021 |
| 2016-17 | — | NAHL | 32 | 2 | 8 | 10 | 0.312 | 0.1160 | 0.1118 | 0.3309 | 0.3189 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Gustavus Adolphus | D3 | MIAC | SR | 25 | 7 | 13 | 20 | 0.800 |
| 2020-21 | Gustavus Adolphus | D3 | MIAC | JR | 5 | 1 | 0 | 1 | 0.200 |
| 2019-20 | Gustavus Adolphus | D3 | MIAC | SO | 26 | 6 | 13 | 19 | 0.731 |
| 2018-19 | Gustavus Adolphus | D3 | MIAC | FR | 16 | 1 | 2 | 3 | 0.188 |
| 2017-18 | Wisconsin-Superior | D3 | BigTen | FR | 15 | 0 | 4 | 4 | 0.267 |
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.