| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | St. Cloud Norsemen | NAHL | 31 | 1 | 3 | 4 | 0.129 | 0.0474 | 0.0493 | 0.1362 | 0.1416 |
| 2016-17 | Alexandria Blizzard | NA3HL | 46 | 20 | 38 | 58 | 1.261 | 0.1582 | 0.1545 | 0.3981 | 0.3888 |
| 2017-18 | Alexandria Blizzard | NA3HL | 44 | 33 | 39 | 72 | 1.636 | 0.2054 | 0.1902 | 0.5166 | 0.4783 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Gustavus Adolphus | D3 | MIAC | — | 26 | 4 | 7 | 11 | 0.423 |
| 2018-19 | Gustavus Adolphus | D3 | MIAC | — | 17 | 2 | 5 | 7 | 0.412 |
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.