| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Cleveland Jr. Lumberjacks | NA3HL | 45 | 6 | 7 | 13 | 0.289 | 0.0348 | 0.0346 | 0.0913 | 0.0908 |
| 2011-12 | Cleveland Jr. Lumberjacks | NA3HL | 48 | 11 | 24 | 35 | 0.729 | 0.0879 | 0.0827 | 0.2304 | 0.2168 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Nichols | D3 | CNE | SR | 27 | 2 | 11 | 13 | 0.481 |
| 2014-15 | Nichols | D3 | CNE | JR | 25 | 3 | 4 | 7 | 0.280 |
| 2013-14 | Nichols | D3 | CNE | SO | 23 | 0 | 5 | 5 | 0.217 |
| 2012-13 | Nichols | D3 | CNE | FR | 10 | 0 | 2 | 2 | 0.200 |
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.