| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Kalamazoo Jr. K-Wings | NAHL | 55 | 10 | 9 | 19 | 0.345 | 0.1227 | 0.1243 | 0.3627 | 0.3675 |
| 2012-13 | Kalamazoo Jr. K-Wings | NAHL | 50 | 6 | 9 | 15 | 0.300 | 0.1066 | 0.1027 | 0.3150 | 0.3033 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Castleton | D3 | LittleEast | SR | 26 | 5 | 6 | 11 | 0.423 |
| 2015-16 | Castleton | D3 | LittleEast | JR | 10 | 1 | 0 | 1 | 0.100 |
| 2014-15 | Castleton | D3 | LittleEast | SO | 23 | 5 | 3 | 8 | 0.348 |
| 2013-14 | Castleton | D3 | LittleEast | FR | 17 | 2 | 2 | 4 | 0.235 |
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.