| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Texas Roadrunners | NA3HL | 45 | 10 | 18 | 28 | 0.622 | 0.1431 | 0.1448 | 0.1971 | 0.1995 |
| 2015-16 | — | EHL | 25 | 4 | 4 | 8 | 0.320 | 0.1126 | 0.1110 | 0.1569 | 0.1547 |
| 2016-17 | Vermont Lumberjacks | EHL | 47 | 6 | 9 | 15 | 0.319 | 0.1123 | 0.1057 | 0.1565 | 0.1472 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Worcester State | D3 | MASCAC | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Worcester State | D1 | — | JR | 17 | 0 | 1 | 1 | 0.059 |
| 2019-20 | Worcester State | D3 | MASCAC | JR | 17 | 0 | 1 | 1 | 0.059 |
| 2018-19 | Worcester State | D1 | — | SO | 24 | 3 | 1 | 4 | 0.167 |
| 2018-19 | Worcester State | D3 | MASCAC | SO | 24 | 3 | 1 | 4 | 0.167 |
| 2017-18 | Worcester State | D3 | MASCAC | FR | 24 | 8 | 3 | 11 | 0.458 |
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.