| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Atlanta Kings | USPHL-Elite | 44 | 17 | 19 | 36 | 0.818 | 0.0755 | 0.0728 | 0.1874 | 0.1806 |
| 2017-18 | Atlanta Kings | USPHL-Premier | 43 | 24 | 23 | 47 | 1.093 | 0.1430 | 0.1311 | 0.3710 | 0.3401 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Worcester State | D1 | MASCAC | SO | 16 | 2 | 1 | 3 | 0.188 |
| 2019-20 | Worcester State | D3 | MASCAC | — | 16 | 2 | 1 | 3 | 0.188 |
| 2018-19 | Worcester State | D1 | MASCAC | FR | 18 | 4 | 7 | 11 | 0.611 |
| 2018-19 | Worcester State | D3 | MASCAC | — | 18 | 4 | 7 | 11 | 0.611 |
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.