| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Texas Tornado | NAHL | 47 | 5 | 9 | 14 | 0.298 | 0.1094 | 0.1191 | 0.3144 | 0.3423 |
| 2012-13 | Texas Tornado | NAHL | 59 | 14 | 13 | 27 | 0.458 | 0.1681 | 0.1746 | 0.4830 | 0.5016 |
| 2013-14 | Amarillo Bulls | NAHL | 60 | 9 | 11 | 20 | 0.333 | 0.1225 | 0.1211 | 0.3518 | 0.3477 |
| 2014-15 | Amarillo Bulls | NAHL | 16 | 1 | 2 | 3 | 0.188 | 0.0689 | 0.0645 | 0.1979 | 0.1852 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Hamline | D3 | MIAC | SR | 25 | 6 | 4 | 10 | 0.400 |
| 2017-18 | Hamline | D3 | MIAC | JR | 25 | 15 | 6 | 21 | 0.840 |
| 2016-17 | Hamline | D3 | MIAC | SO | 26 | 9 | 17 | 26 | 1.000 |
| 2015-16 | Hamline | D3 | MIAC | FR | 27 | 13 | 14 | 27 | 1.000 |
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.