| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Cleveland Jr. Lumberjacks | NA3HL | 44 | 8 | 26 | 34 | 0.773 | 0.0931 | 0.0945 | 0.2441 | 0.2477 |
| 2013-14 | Cleveland Jr. Lumberjacks | NA3HL | 48 | 29 | 52 | 81 | 1.688 | 0.2033 | 0.1984 | 0.5331 | 0.5202 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Saint Mary's | D3 | — | SR | 25 | 8 | 10 | 18 | 0.720 |
| 2016-17 | Saint Mary's | D3 | — | JR | 26 | 3 | 10 | 13 | 0.500 |
| 2015-16 | Saint Mary's | D3 | — | SO | 25 | 8 | 10 | 18 | 0.720 |
| 2014-15 | Saint Mary's | D3 | — | FR | 27 | 2 | 9 | 11 | 0.407 |
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.