| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | New Mexico Mustangs | NAHL | 6 | 0 | 1 | 1 | 0.167 | 0.0619 | 0.0635 | 0.1765 | 0.1811 |
| 2012-13 | Johnstown Tomahawks | NAHL | 42 | 8 | 7 | 15 | 0.357 | 0.1326 | 0.1294 | 0.3781 | 0.3689 |
| 2013-14 | — | NAHL | 56 | 9 | 8 | 17 | 0.304 | 0.1127 | 0.1043 | 0.3215 | 0.2975 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Hamline | D3 | MIAC | SR | 25 | 6 | 9 | 15 | 0.600 |
| 2016-17 | Hamline | D3 | MIAC | JR | 25 | 6 | 5 | 11 | 0.440 |
| 2015-16 | Hamline | D3 | MIAC | SO | 25 | 2 | 6 | 8 | 0.320 |
| 2014-15 | Hamline | D3 | MIAC | FR | 28 | 8 | 13 | 21 | 0.750 |
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.