| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Chicago Steel | USHL | 53 | 12 | 6 | 18 | 0.340 | 0.2163 | 0.2042 | 1.0177 | 0.9606 |
| 2012-13 | — | USHL | 50 | 7 | 10 | 17 | 0.340 | 0.2165 | 0.1928 | 1.0189 | 0.9075 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Notre Dame | D1 | — | SO | 30 | 0 | 3 | 3 | 0.100 |
| 2013-14 | Notre Dame | D1 | — | FR | 11 | 1 | 1 | 2 | 0.182 |
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.