| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Des Moines Buccaneers | USHL | 31 | 4 | 5 | 9 | 0.290 | 0.1849 | 0.1905 | 0.8699 | 0.8964 |
| 2012-13 | Des Moines Buccaneers | USHL | 48 | 15 | 21 | 36 | 0.750 | 0.4776 | 0.4668 | 2.2475 | 2.1965 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | UMass Lowell | D1 | HockeyEast | SR | 41 | 18 | 34 | 52 | 1.268 |
| 2015-16 | UMass Lowell | D1 | HockeyEast | JR | 40 | 10 | 27 | 37 | 0.925 |
| 2014-15 | UMass Lowell | D1 | HockeyEast | SO | 38 | 14 | 16 | 30 | 0.789 |
| 2013-14 | UMass Lowell | D1 | HockeyEast | FR | 31 | 5 | 5 | 10 | 0.323 |
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.