| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Willmar WarHawks | NA3HL | 43 | 13 | 19 | 32 | 0.744 | 0.0897 | 0.0881 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Western New England | D3 | CNE | SR | 23 | 2 | 3 | 5 | 0.217 |
| 2015-16 | Western New England | D3 | CNE | JR | 20 | 3 | 0 | 3 | 0.150 |
| 2014-15 | Western New England | D3 | CNE | SO | 23 | 1 | 2 | 3 | 0.130 |
| 2013-14 | Western New England | D3 | CNE | FR | 5 | 0 | 0 | 0 | 0.000 |
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.