| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Dubuque Fighting Saints | USHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Dubuque Fighting Saints | USHL | 59 | 13 | 35 | 48 | 0.814 | 0.5181 | 0.5157 | 2.4381 | 2.4268 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Northeastern | D1 | HockeyEast | SR | 25 | 5 | 23 | 28 | 1.120 |
| 2015-16 | Northeastern | D1 | HockeyEast | JR | 40 | 10 | 25 | 35 | 0.875 |
| 2014-15 | Northeastern | D1 | HockeyEast | SO | 36 | 4 | 17 | 21 | 0.583 |
| 2013-14 | Northeastern | D1 | HockeyEast | FR | 37 | 7 | 15 | 22 | 0.595 |
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.