| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Tri-City Storm | USHL | 17 | 0 | 2 | 2 | 0.118 | 0.0749 | 0.0749 | 0.3524 | 0.3524 |
| 2011-12 | — | USHL | 48 | 16 | 14 | 30 | 0.625 | 0.3980 | 0.3794 | 1.8729 | 1.7855 |
| 2012-13 | Cedar Rapids RoughRiders | USHL | 60 | 13 | 17 | 30 | 0.500 | 0.3184 | 0.2866 | 1.4984 | 1.3487 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Brown | D1 | ECAC | SR | 31 | 2 | 3 | 5 | 0.161 |
| 2015-16 | Brown | D1 | ECAC | JR | 31 | 3 | 4 | 7 | 0.226 |
| 2014-15 | Brown | D1 | ECAC | SO | 31 | 3 | 3 | 6 | 0.194 |
| 2013-14 | Brown | D1 | ECAC | FR | 29 | 0 | 3 | 3 | 0.103 |
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.