| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | New York Bobcats | EHL | 40 | 3 | 15 | 18 | 0.450 | 0.1040 | 0.1141 | 0.2202 | 0.2416 |
| 2014-15 | Wichita Falls Wildcats | NAHL | 24 | 1 | 3 | 4 | 0.167 | 0.0612 | 0.0636 | 0.1760 | 0.1830 |
| 2015-16 | Wichita Falls Wildcats | NAHL | 57 | 10 | 20 | 30 | 0.526 | 0.1934 | 0.1926 | 0.5555 | 0.5531 |
| 2016-17 | Dubuque Fighting Saints | USHL | 58 | 2 | 10 | 12 | 0.207 | 0.1221 | 0.1112 | 0.6214 | 0.5657 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | American International | D1 | AHA | SR | 16 | 0 | 4 | 4 | 0.250 |
| 2019-20 | American International | D1 | AHA | JR | 32 | 2 | 5 | 7 | 0.219 |
| 2018-19 | American International | D1 | AHA | SO | 26 | 1 | 3 | 4 | 0.154 |
| 2017-18 | Providence | D1 | HockeyEast | FR | 15 | 0 | 0 | 0 | 0.000 |
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.