| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Indiana Ice | USHL | 54 | 14 | 34 | 48 | 0.889 | 0.5464 | 0.5623 | 2.6189 | 2.6953 |
| 2012-13 | — | USHL | 55 | 18 | 23 | 41 | 0.746 | 0.4583 | 0.4473 | 2.1964 | 2.1436 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Arizona State | D1 | — | SR | 28 | 9 | 12 | 21 | 0.750 |
| 2015-16 | Boston University | D1 | HockeyEast | — | 36 | 6 | 6 | 12 | 0.333 |
| 2014-15 | Boston University | D1 | HockeyEast | — | 30 | 3 | 13 | 16 | 0.533 |
| 2013-14 | Boston University | D1 | HockeyEast | — | 35 | 10 | 17 | 27 | 0.771 |
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.