| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | — | NTDP-U18 | 38 | 0 | 8 | 8 | 0.210 | 0.1565 | 0.1581 | 0.7855 | 0.7936 |
| 2014-15 | — | NTDP-U18 | 65 | 6 | 23 | 29 | 0.446 | 0.3317 | 0.3191 | 1.6650 | 1.6016 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | UConn | D1 | HockeyEast | JR | 28 | 2 | 14 | 16 | 0.571 |
| 2016-17 | UConn | D1 | HockeyEast | SO | 34 | 2 | 11 | 13 | 0.382 |
| 2015-16 | UConn | D1 | HockeyEast | FR | 34 | 6 | 15 | 21 | 0.618 |
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.