| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | U.S. National U17 Team | NTDP-U18 | 56 | 1 | 11 | 12 | 0.214 | 0.1662 | 0.1716 | 0.7976 | 0.8233 |
| 2013-14 | — | NTDP-U18 | 55 | 1 | 8 | 9 | 0.164 | 0.1269 | 0.1240 | 0.6089 | 0.5952 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | UMass | D1 | HockeyEast | — | 0 | 0 | 0 | 0 | 0.000 |
| 2017-18 | Cornell | D1 | ECAC | — | 0 | 0 | 0 | 0 | 0.000 |
| 2016-17 | Cornell | D1 | ECAC | — | 0 | 0 | 0 | 0 | 0.000 |
| 2015-16 | Cornell | D1 | ECAC | SO | 32 | 2 | 8 | 10 | 0.312 |
| 2014-15 | Cornell | D1 | ECAC | FR | 31 | 2 | 6 | 8 | 0.258 |
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.