| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Aberdeen Wings | NAHL | 55 | 2 | 11 | 13 | 0.236 | 0.0869 | 0.0890 | 0.2499 | 0.2560 |
| 2014-15 | Lincoln Stars | USHL | 28 | 0 | 2 | 2 | 0.071 | 0.0421 | 0.0396 | 0.2142 | 0.2013 |
| 2015-16 | Aberdeen Wings | NAHL | 57 | 6 | 19 | 25 | 0.439 | 0.1611 | 0.1494 | 0.4636 | 0.4300 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Niagara | D1 | AHA | SR | 26 | 3 | 2 | 5 | 0.192 |
| 2018-19 | Merrimack | D1 | HockeyEast | JR | 34 | 1 | 4 | 5 | 0.147 |
| 2017-18 | Merrimack | D1 | HockeyEast | SO | 19 | 2 | 0 | 2 | 0.105 |
| 2016-17 | Merrimack | D1 | HockeyEast | FR | 20 | 0 | 1 | 1 | 0.050 |
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.