| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Bismarck Bobcats | NAHL | 17 | 1 | 1 | 2 | 0.118 | 0.0437 | 0.0444 | 0.1245 | 0.1265 |
| 2012-13 | Bismarck Bobcats | NAHL | 58 | 11 | 14 | 25 | 0.431 | 0.1600 | 0.1546 | 0.4563 | 0.4408 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | St. Thomas | D3 | — | SR | 27 | 11 | 13 | 24 | 0.889 |
| 2015-16 | St. Thomas | D3 | — | JR | 26 | 8 | 10 | 18 | 0.692 |
| 2014-15 | St. Thomas | D3 | — | SO | 24 | 4 | 12 | 16 | 0.667 |
| 2013-14 | St. Thomas | D3 | — | FR | 19 | 4 | 7 | 11 | 0.579 |
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.