| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Wichita Falls Wildcats | NAHL | 38 | 2 | 6 | 8 | 0.210 | 0.0834 | 0.0868 | 0.2210 | 0.2301 |
| 2012-13 | Wenatchee Wild | NAHL | 41 | 1 | 11 | 12 | 0.293 | 0.1160 | 0.1149 | 0.3073 | 0.3045 |
| 2013-14 | Rio Grande Valley Killer Bees | NAHL | 45 | 13 | 10 | 23 | 0.511 | 0.2025 | 0.1905 | 0.5366 | 0.5048 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Hamilton | D3 | NESCAC | SR | 24 | 3 | 2 | 5 | 0.208 |
| 2016-17 | Hamilton | D3 | NESCAC | JR | 29 | 9 | 5 | 14 | 0.483 |
| 2015-16 | Hamilton | D3 | NESCAC | SO | 23 | 3 | 3 | 6 | 0.261 |
| 2014-15 | Hamilton | D3 | NESCAC | FR | 22 | 5 | 5 | 10 | 0.455 |
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.