| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | U.S. National U17 Team | NTDP-U18 | 44 | 4 | 6 | 10 | 0.227 | 0.1690 | 0.1730 | 0.8481 | 0.8681 |
| 2014-15 | — | NTDP-U18 | 56 | 2 | 6 | 8 | 0.143 | 0.1062 | 0.1036 | 0.5332 | 0.5200 |
| 2015-16 | Lincoln Stars | USHL | 49 | 6 | 12 | 18 | 0.367 | 0.2167 | 0.2185 | 1.1031 | 1.1122 |
| 2016-17 | Lincoln Stars | USHL | 60 | 8 | 10 | 18 | 0.300 | 0.1770 | 0.1694 | 0.9010 | 0.8624 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Vermont | D1 | HockeyEast | SR | 13 | 4 | 3 | 7 | 0.538 |
| 2019-20 | Vermont | D1 | HockeyEast | JR | 29 | 6 | 5 | 11 | 0.379 |
| 2018-19 | Vermont | D1 | HockeyEast | SO | 29 | 2 | 5 | 7 | 0.241 |
| 2017-18 | Vermont | D1 | HockeyEast | FR | 29 | 2 | 7 | 9 | 0.310 |
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.