| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Legacy Christian Academy | USHS-MN | 23 | 16 | 12 | 28 | 1.217 | 0.3277 | 0.3211 | 0.2957 | 0.2898 |
| 2016-17 | Alexandria Blizzard | NA3HL | 44 | 13 | 10 | 23 | 0.523 | 0.0630 | 0.0629 | 0.1651 | 0.1649 |
| 2017-18 | Alexandria Blizzard | NA3HL | 43 | 28 | 16 | 44 | 1.023 | 0.1233 | 0.1169 | 0.3233 | 0.3065 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Bethel | D3 | MIAC | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Bethel | D3 | MIAC | JR | 7 | 1 | 1 | 2 | 0.286 |
| 2019-20 | Bethel | D3 | MIAC | SO | 25 | 10 | 5 | 15 | 0.600 |
| 2018-19 | Bethel | D3 | MIAC | FR | 25 | 6 | 6 | 12 | 0.480 |
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.