| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | — | NTDP-U18 | 12 | 1 | 1 | 2 | 0.167 | 0.1326 | 0.1362 | 0.6243 | 0.6411 |
| 2012-13 | — | NTDP-U18 | 66 | 8 | 15 | 23 | 0.348 | 0.2772 | 0.2702 | 1.3052 | 1.2721 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Quinnipiac | D1 | ECAC | SR | 39 | 7 | 7 | 14 | 0.359 |
| 2015-16 | Quinnipiac | D1 | ECAC | JR | 43 | 7 | 21 | 28 | 0.651 |
| 2014-15 | Quinnipiac | D1 | ECAC | SO | 38 | 0 | 5 | 5 | 0.132 |
| 2013-14 | Quinnipiac | D1 | ECAC | FR | 36 | 5 | 4 | 9 | 0.250 |
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.