| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Austin Bruins | NAHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | Coulee Region Chill | NAHL | 25 | 0 | 4 | 4 | 0.160 | 0.0594 | 0.0583 | 0.1694 | 0.1663 |
| 2014-15 | Wilkes-Barre/Scranton Knights | EHL | 40 | 3 | 27 | 30 | 0.750 | 0.1610 | 0.1512 | 0.3673 | 0.3451 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | UMass Boston | D3 | HockeyEast | SR | 20 | 3 | 8 | 11 | 0.550 |
| 2017-18 | UMass Boston | D3 | HockeyEast | JR | 15 | 3 | 1 | 4 | 0.267 |
| 2016-17 | UMass Boston | D3 | HockeyEast | SO | 14 | 0 | 3 | 3 | 0.214 |
| 2015-16 | UMass Boston | D3 | HockeyEast | FR | 2 | 0 | 0 | 0 | 0.000 |
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.