| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Toledo Cherokee | NA3HL | 19 | 3 | 7 | 10 | 0.526 | 0.0661 | 0.0700 | 0.1662 | 0.1760 |
| 2014-15 | Toledo Cherokee | NA3HL | 32 | 10 | 14 | 24 | 0.750 | 0.0941 | 0.0951 | 0.2368 | 0.2392 |
| 2015-16 | Espanola Paper Kings | NOJHL | 38 | 7 | 11 | 18 | 0.474 | 0.0791 | 0.0756 | 0.1972 | 0.1885 |
| 2016-17 | Espanola Paper Kings | NOJHL | 48 | 23 | 24 | 47 | 0.979 | 0.1635 | 0.1484 | 0.4076 | 0.3699 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Aurora | D3 | NCHA | — | 13 | 1 | 0 | 1 | 0.077 |
| 2017-18 | Aurora | D3 | NCHA | — | 24 | 1 | 2 | 3 | 0.125 |
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.