| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | — | AJHL | 16 | 2 | 2 | 4 | 0.250 | 0.0835 | 0.0872 | 0.2321 | 0.2425 |
| 2010-11 | Aberdeen Wings | NAHL | 3 | 1 | 1 | 2 | 0.667 | 0.2475 | 0.2484 | 0.7059 | 0.7086 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | UMass Dartmouth | D3 | HockeyEast | SO | 25 | 4 | 4 | 8 | 0.320 |
| 2011-12 | UMass Dartmouth | D3 | ECAC | FR | 27 | 7 | 14 | 21 | 0.778 |
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.