| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Cedar Rapids RoughRiders | USHL | 20 | 0 | 3 | 3 | 0.150 | 0.0885 | 0.0970 | 0.4505 | 0.4939 |
| 2011-12 | Michigan Warriors | NAHL | 2 | 0 | 1 | 1 | 0.500 | 0.1837 | 0.1994 | 0.5278 | 0.5729 |
| 2012-13 | U.S. National U17 Team | NTDP-U18 | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | UMass Lowell | D1 | HockeyEast | SR | 25 | 3 | 3 | 6 | 0.240 |
| 2016-17 | UMass Lowell | D1 | HockeyEast | JR | 18 | 1 | 4 | 5 | 0.278 |
| 2015-16 | UMass Lowell | D1 | HockeyEast | SO | 17 | 4 | 0 | 4 | 0.235 |
| 2014-15 | UMass Lowell | D1 | HockeyEast | FR | 15 | 2 | 0 | 2 | 0.133 |
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.