| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | — | NA3HL | 42 | 21 | 34 | 55 | 1.310 | 0.1578 | 0.1614 | — | — |
| 2015-16 | Texas Jr. Brahmas | NA3HL | 45 | 35 | 42 | 77 | 1.711 | 0.2062 | 0.2009 | 0.5405 | 0.5266 |
| 2016-17 | Hartford Jr. Wolfpack | EHL | 37 | 12 | 24 | 36 | 0.973 | 0.2088 | 0.1988 | 0.4765 | 0.4536 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Fredonia | D3 | — | JR | 20 | 8 | 2 | 10 | 0.500 |
| 2018-19 | Fredonia | D3 | — | SO | 16 | 2 | 9 | 11 | 0.688 |
| 2017-18 | Fredonia | D3 | — | FR | 22 | 3 | 9 | 12 | 0.545 |
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.