| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Texas Tornado | NAHL | 57 | 22 | 37 | 59 | 1.035 | 0.3803 | 0.3943 | 1.0925 | 1.1329 |
| 2011-12 | Sioux City Musketeers | USHL | 26 | 4 | 12 | 16 | 0.615 | 0.3630 | 0.3456 | 1.8483 | 1.7595 |
| 2012-13 | Texas Tornado | NAHL | 60 | 17 | 41 | 58 | 0.967 | 0.3552 | 0.3330 | 1.0204 | 0.9565 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Westfield State | D3 | MASCAC | SR | 26 | 19 | 21 | 40 | 1.538 |
| 2015-16 | Westfield State | D3 | MASCAC | JR | 14 | 7 | 8 | 15 | 1.071 |
| 2014-15 | Westfield State | D3 | MASCAC | SO | 27 | 6 | 16 | 22 | 0.815 |
| 2013-14 | Westfield State | D3 | MASCAC | FR | 27 | 13 | 12 | 25 | 0.926 |
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.