| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Nashville Jr. Predators | NA3HL | 44 | 23 | 21 | 44 | 1.000 | 0.1205 | 0.1266 | 0.3159 | 0.3320 |
| 2016-17 | Nashville Jr. Predators | NA3HL | 42 | 20 | 35 | 55 | 1.310 | 0.1578 | 0.1579 | 0.4137 | 0.4139 |
| 2017-18 | Shreveport Mudbugs | NAHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Johnson & Wales | D3 | CNE | SR | 25 | 1 | 4 | 5 | 0.200 |
| 2020-21 | Johnson & Wales | D3 | CNE | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Johnson & Wales | D3 | CNE | SO | 24 | 3 | 5 | 8 | 0.333 |
| 2018-19 | Johnson & Wales | D3 | CNE | FR | 4 | 2 | 0 | 2 | 0.500 |
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.