| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Jamestown Ironmen | NAHL | 22 | 7 | 4 | 11 | 0.500 | 0.1837 | 0.1973 | 0.5278 | 0.5669 |
| 2012-13 | — | NAHL | 40 | 0 | 5 | 5 | 0.125 | 0.0459 | 0.0470 | 0.1319 | 0.1351 |
| 2013-14 | Coulee Region Chill | NAHL | 52 | 12 | 19 | 31 | 0.596 | 0.2190 | 0.2133 | 0.6293 | 0.6128 |
| 2014-15 | — | NAHL | 57 | 9 | 13 | 22 | 0.386 | 0.1418 | 0.1306 | 0.4074 | 0.3754 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Nichols | D3 | CNE | — | 25 | 4 | 6 | 10 | 0.400 |
| 2015-16 | Nichols | D3 | CNE | — | 27 | 6 | 8 | 14 | 0.518 |
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.