| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Des Moines Buccaneers | USHL | 51 | 6 | 12 | 18 | 0.353 | 0.2247 | 0.2457 | 1.0575 | 1.1562 |
| 2011-12 | — | USHL | 43 | 6 | 18 | 24 | 0.558 | 0.3554 | 0.3720 | 1.6725 | 1.7505 |
| 2012-13 | Chicago Steel | USHL | 53 | 8 | 26 | 34 | 0.641 | 0.4085 | 0.4058 | 1.9224 | 1.9098 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | UMass | D1 | — | SR | 24 | 8 | 8 | 16 | 0.667 |
| 2015-16 | UMass | D1 | — | JR | 36 | 8 | 22 | 30 | 0.833 |
| 2014-15 | UMass | D1 | — | SO | 31 | 4 | 14 | 18 | 0.581 |
| 2013-14 | UMass | D1 | — | FR | 33 | 5 | 13 | 18 | 0.545 |
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.