| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Coulee Region Chill | NA3HL | 45 | 15 | 34 | 49 | 1.089 | 0.1312 | 0.1330 | 0.3440 | 0.3486 |
| 2015-16 | Coulee Region Chill | NAHL | 8 | 1 | 0 | 1 | 0.125 | 0.0464 | 0.0453 | 0.1323 | 0.1292 |
| 2016-17 | Coulee Region Chill | NAHL | 52 | 9 | 11 | 20 | 0.385 | 0.1428 | 0.1317 | 0.4072 | 0.3757 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Hamline | D3 | MIAC | GR | 0 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Hamline | D3 | MIAC | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Hamline | D3 | MIAC | JR | 14 | 1 | 1 | 2 | 0.143 |
| 2018-19 | Hamline | D3 | MIAC | SO | 22 | 3 | 8 | 11 | 0.500 |
| 2017-18 | Hamline | D3 | MIAC | FR | 22 | 2 | 5 | 7 | 0.318 |
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.