| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Aberdeen Wings | NAHL | 7 | 0 | 1 | 1 | 0.143 | 0.0525 | 0.0563 | 0.1508 | 0.1617 |
| 2011-12 | Bismarck Bobcats | NAHL | 43 | 5 | 5 | 10 | 0.233 | 0.0855 | 0.0875 | 0.2455 | 0.2512 |
| 2012-13 | Bismarck Bobcats | NAHL | 53 | 4 | 19 | 23 | 0.434 | 0.1595 | 0.1552 | 0.4581 | 0.4457 |
| 2013-14 | Bismarck Bobcats | NAHL | 43 | 13 | 24 | 37 | 0.861 | 0.3161 | 0.2917 | 0.9083 | 0.8382 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Northern Michigan | D1 | WCHA | SR | 35 | 2 | 1 | 3 | 0.086 |
| 2016-17 | Northern Michigan | D1 | WCHA | JR | 30 | 3 | 0 | 3 | 0.100 |
| 2015-16 | Northern Michigan | D1 | WCHA | SO | 36 | 1 | 5 | 6 | 0.167 |
| 2014-15 | Northern Michigan | D1 | WCHA | — | 0 | 0 | 0 | 0 | 0.000 |
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.