| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Fort McMurray Oil Barons | AJHL | 12 | 2 | 0 | 2 | 0.167 | 0.0559 | 0.0571 | 0.1542 | 0.1575 |
| 2017-18 | Mid Cities Jr. Stars | NA3HL | 6 | 2 | 3 | 5 | 0.833 | 0.1062 | 0.1036 | 0.2636 | 0.2571 |
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.