| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Odessa Jackalopes | NAHL | 38 | 0 | 2 | 2 | 0.053 | 0.0193 | 0.0200 | 0.0555 | 0.0574 |
| 2014-15 | Metro Jets | NA3HL | 43 | 8 | 18 | 26 | 0.605 | 0.0759 | 0.0739 | — | — |
| 2015-16 | Metro Jets | NA3HL | 28 | 9 | 17 | 26 | 0.929 | 0.1165 | 0.1078 | 0.2639 | 0.2474 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Westfield State | D1 | MASCAC | JR | 26 | 0 | 2 | 2 | 0.077 |
| 2019-20 | Westfield State | D3 | MASCAC | — | 26 | 0 | 2 | 2 | 0.077 |
| 2018-19 | Westfield State | D1 | MASCAC | SO | 23 | 0 | 2 | 2 | 0.087 |
| 2018-19 | Westfield State | D3 | MASCAC | — | 23 | 0 | 2 | 2 | 0.087 |
| 2017-18 | Westfield State | D3 | MASCAC | — | 17 | 1 | 3 | 4 | 0.235 |
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.