| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Wichita Falls Wildcats | NAHL | 4 | 0 | 2 | 2 | 0.500 | 0.1857 | 0.2008 | 0.5294 | 0.5724 |
| 2012-13 | Wichita Falls Wildcats | NAHL | 55 | 10 | 20 | 30 | 0.545 | 0.2025 | 0.2088 | 0.5776 | 0.5955 |
| 2013-14 | Wichita Falls Wildcats | NAHL | 57 | 13 | 18 | 31 | 0.544 | 0.2020 | 0.1981 | 0.5759 | 0.5649 |
| 2014-15 | Wichita Falls Wildcats | NAHL | 60 | 26 | 34 | 60 | 1.000 | 0.3713 | 0.3448 | 1.0588 | 0.9831 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Denver | D1 | NCHC | SR | 41 | 8 | 8 | 16 | 0.390 |
| 2017-18 | Denver | D1 | NCHC | JR | 41 | 7 | 15 | 22 | 0.537 |
| 2016-17 | Denver | D1 | NCHC | SO | 44 | 10 | 10 | 20 | 0.455 |
| 2015-16 | Denver | D1 | NCHC | FR | 32 | 5 | 4 | 9 | 0.281 |
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.