| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Traverse City North Stars | NAHL | 5 | 1 | 3 | 4 | 0.800 | 0.2970 | 0.3265 | 0.8470 | 0.9312 |
| 2012-13 | Aberdeen Wings | NAHL | 57 | 5 | 20 | 25 | 0.439 | 0.1629 | 0.1709 | 0.4644 | 0.4873 |
| 2013-14 | Aberdeen Wings | NAHL | 58 | 14 | 27 | 41 | 0.707 | 0.2625 | 0.2623 | 0.7485 | 0.7478 |
| 2014-15 | Aberdeen Wings | NAHL | 60 | 19 | 35 | 54 | 0.900 | 0.3342 | 0.3164 | 0.9529 | 0.9021 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Air Force | D1 | AHA | SR | 35 | 12 | 11 | 23 | 0.657 |
| 2017-18 | Air Force | D1 | AHA | JR | 29 | 7 | 5 | 12 | 0.414 |
| 2016-17 | Air Force | D1 | AHA | SO | 41 | 14 | 19 | 33 | 0.805 |
| 2015-16 | Air Force | D1 | AHA | FR | 36 | 9 | 10 | 19 | 0.528 |
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.