| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Michigan Warriors | NAHL | 35 | 11 | 7 | 18 | 0.514 | 0.1910 | 0.2014 | 0.5445 | 0.5741 |
| 2011-12 | Michigan Warriors | NAHL | 52 | 16 | 18 | 34 | 0.654 | 0.2428 | 0.2440 | 0.6922 | 0.6957 |
| 2012-13 | Michigan Warriors | NAHL | 60 | 10 | 24 | 34 | 0.567 | 0.2104 | 0.2009 | 0.6000 | 0.5729 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Saint Mary's | D3 | — | SR | 23 | 8 | 14 | 22 | 0.957 |
| 2015-16 | Saint Mary's | D3 | — | JR | 25 | 14 | 17 | 31 | 1.240 |
| 2014-15 | Saint Mary's | D3 | — | SO | 27 | 19 | 19 | 38 | 1.407 |
| 2013-14 | Saint Mary's | D3 | — | FR | 25 | 6 | 11 | 17 | 0.680 |
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.