| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | — | USHL | 58 | 18 | 15 | 33 | 0.569 | 0.3498 | 0.3567 | 1.6764 | 1.7094 |
| 2015-16 | — | USHL | 55 | 35 | 31 | 66 | 1.200 | 0.7376 | 0.7178 | 3.5354 | 3.4405 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Vermont | D1 | HockeyEast | SO | 36 | 16 | 7 | 23 | 0.639 |
| 2016-17 | Vermont | D1 | HockeyEast | FR | 33 | 12 | 15 | 27 | 0.818 |
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.