| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Tri-City Storm | USHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2011-12 | Tri-City Storm | USHL | 50 | 6 | 9 | 15 | 0.300 | 0.1910 | 0.1980 | 0.8990 | 0.9319 |
| 2012-13 | — | USHL | 59 | 7 | 7 | 14 | 0.237 | 0.1511 | 0.1486 | 0.7111 | 0.6992 |
| 2013-14 | Waterloo Black Hawks | USHL | 43 | 8 | 17 | 25 | 0.581 | 0.3702 | 0.3467 | 1.7423 | 1.6318 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Brown | D1 | ECAC | SR | 29 | 6 | 4 | 10 | 0.345 |
| 2016-17 | Brown | D1 | ECAC | JR | 24 | 1 | 2 | 3 | 0.125 |
| 2015-16 | Brown | D1 | ECAC | SO | 15 | 1 | 2 | 3 | 0.200 |
| 2014-15 | Brown | D1 | ECAC | FR | 14 | 0 | 7 | 7 | 0.500 |
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.