| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | — | NAHL | 43 | 4 | 11 | 15 | 0.349 | 0.1239 | 0.1294 | 0.3662 | 0.3824 |
| 2013-14 | Coulee Region Chill | NAHL | 56 | 11 | 11 | 22 | 0.393 | 0.1396 | 0.1388 | 0.4125 | 0.4100 |
| 2014-15 | — | NAHL | 56 | 17 | 14 | 31 | 0.554 | 0.1966 | 0.1851 | 0.5812 | 0.5473 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Endicott | D3 | CNE | GR | 17 | 4 | 7 | 11 | 0.647 |
| 2016-17 | Endicott | D3 | CNE | SR | 29 | 20 | 19 | 39 | 1.345 |
| 2015-16 | Endicott | D3 | CNE | JR | 25 | 11 | 11 | 22 | 0.880 |
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.