| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Indiana Ice | USHL | 9 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | Aberdeen Wings | NAHL | 48 | 6 | 3 | 9 | 0.188 | 0.0689 | 0.0722 | 0.1979 | 0.2074 |
| 2014-15 | — | NAHL | 57 | 6 | 6 | 12 | 0.210 | 0.0773 | 0.0770 | 0.2222 | 0.2212 |
| 2015-16 | Philadelphia Rebels | NAHL | 48 | 4 | 10 | 14 | 0.292 | 0.1072 | 0.1020 | 0.3079 | 0.2929 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Stevenson | D1 | MAC | JR | 25 | 6 | 2 | 8 | 0.320 |
| 2018-19 | Stevenson | D3 | MAC | JR | 25 | 6 | 2 | 8 | 0.320 |
| 2017-18 | Stevenson | D3 | MAC | SO | 18 | 2 | 2 | 4 | 0.222 |
| 2016-17 | Stevenson | D3 | MAC | FR | 22 | 4 | 7 | 11 | 0.500 |
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.