| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | — | NTDP-U18 | 58 | 1 | 11 | 12 | 0.207 | 0.1538 | 0.1560 | 0.7720 | 0.7830 |
| 2016-17 | — | NTDP-U18 | 64 | 5 | 8 | 13 | 0.203 | 0.1510 | 0.1457 | 0.7578 | 0.7314 |
| 2020-21 | — | Allsvenskan | 32 | 3 | 7 | 10 | 0.312 | 0.7812 | 0.7812 | 2.9318 | 2.9318 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Yale | D1 | ECAC | JR | 32 | 3 | 8 | 11 | 0.344 |
| 2018-19 | Yale | D1 | ECAC | SO | 30 | 3 | 5 | 8 | 0.267 |
| 2017-18 | Yale | D1 | ECAC | FR | 26 | 3 | 5 | 8 | 0.308 |
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.