| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Minnesota Magicians | NAHL | 57 | 7 | 10 | 17 | 0.298 | 0.1060 | 0.1041 | 0.3145 | 0.3089 |
| 2015-16 | Minnesota Magicians | NAHL | 60 | 13 | 8 | 21 | 0.350 | 0.1244 | 0.1167 | 0.3692 | 0.3463 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | St. Thomas | D3 | CCHA | SR | 18 | 6 | 6 | 12 | 0.667 |
| 2018-19 | St. Thomas | D3 | CCHA | JR | 22 | 4 | 4 | 8 | 0.364 |
| 2017-18 | St. Thomas | D3 | CCHA | SO | 19 | 4 | 5 | 9 | 0.474 |
| 2016-17 | St. Thomas | D3 | CCHA | FR | 20 | 1 | 2 | 3 | 0.150 |
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.