| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | — | NAHL | 31 | 1 | 0 | 1 | 0.032 | 0.0119 | 0.0116 | 0.0341 | 0.0334 |
| 2014-15 | Rio Grande Valley Killer Bees | NAHL | 42 | 2 | 2 | 4 | 0.095 | 0.0350 | 0.0324 | 0.1005 | 0.0931 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Salve Regina | D3 | CNE | SR | 21 | 1 | 3 | 4 | 0.191 |
| 2017-18 | Salve Regina | D3 | CNE | JR | 30 | 1 | 6 | 7 | 0.233 |
| 2016-17 | Salve Regina | D3 | CNE | SO | 26 | 2 | 4 | 6 | 0.231 |
| 2015-16 | Salve Regina | D3 | CNE | FR | 28 | 1 | 5 | 6 | 0.214 |
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.