| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | West Bend Power | NA3HL | 43 | 11 | 8 | 19 | 0.442 | 0.0555 | 0.0581 | 0.1395 | 0.1460 |
| 2017-18 | New York Apple Core | EHL | 41 | 8 | 22 | 30 | 0.732 | 0.1690 | 0.1723 | 0.3580 | 0.3650 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Worcester State | D1 | MASCAC | FR | 18 | 2 | 4 | 6 | 0.333 |
| 2019-20 | Worcester State | D3 | MASCAC | — | 18 | 2 | 4 | 6 | 0.333 |
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.