| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | U.S. National U18 Team | NTDP-U18 | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | Indiana Ice | USHL | 24 | 6 | 8 | 14 | 0.583 | 0.3441 | 0.3260 | 1.7519 | 1.6597 |
| 2014-15 | Sioux City Musketeers | USHL | 56 | 24 | 25 | 49 | 0.875 | 0.5162 | 0.4637 | 2.6280 | 2.3605 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Northeastern | D1 | HockeyEast | SR | 28 | 3 | 3 | 6 | 0.214 |
| 2015-16 | Northeastern | D1 | HockeyEast | JR | 41 | 6 | 12 | 18 | 0.439 |
| 2013-14 | Boston University | D1 | HockeyEast | — | 12 | 1 | 0 | 1 | 0.083 |
| 2012-13 | Boston University | D1 | HockeyEast | — | 35 | 3 | 2 | 5 | 0.143 |
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.