| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Odessa Jackalopes | NAHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | Odessa Jackalopes | NAHL | 43 | 1 | 12 | 13 | 0.302 | 0.1122 | 0.1157 | — | — |
| 2014-15 | Okotoks Oilers | AJHL | 52 | 2 | 19 | 21 | 0.404 | 0.1349 | 0.1299 | 0.3748 | 0.3608 |
| 2015-16 | Okotoks Oilers | AJHL | 60 | 9 | 22 | 31 | 0.517 | 0.1726 | 0.1581 | 0.4797 | 0.4395 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Wisconsin-Stout | D3 | BigTen | SR | 27 | 4 | 9 | 13 | 0.481 |
| 2018-19 | Wisconsin-Stout | D3 | BigTen | JR | 24 | 0 | 10 | 10 | 0.417 |
| 2017-18 | Wisconsin-Stout | D3 | BigTen | SO | 25 | 2 | 15 | 17 | 0.680 |
| 2016-17 | Wisconsin-Stevens Point | D3 | BigTen | FR | 2 | 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.