| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Vernon Vipers | BCHL | 53 | 18 | 27 | 45 | 0.849 | 0.3272 | 0.3254 | 1.2357 | 1.2289 |
| 2014-15 | Vernon Vipers | BCHL | 54 | 20 | 40 | 60 | 1.111 | 0.4281 | 0.4058 | 1.6170 | 1.5327 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Vermont | D1 | HockeyEast | SR | 29 | 6 | 11 | 17 | 0.586 |
| 2017-18 | Vermont | D1 | HockeyEast | JR | 34 | 6 | 10 | 16 | 0.471 |
| 2016-17 | Vermont | D1 | HockeyEast | SO | 31 | 3 | 8 | 11 | 0.355 |
| 2015-16 | Vermont | D1 | HockeyEast | FR | 35 | 3 | 9 | 12 | 0.343 |
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.