| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Cedar Rapids RoughRiders | USHL | 35 | 4 | 4 | 8 | 0.229 | 0.1405 | 0.1508 | 0.6735 | 0.7226 |
| 2010-11 | — | USHL | 49 | 9 | 17 | 26 | 0.531 | 0.3262 | 0.3335 | 1.5633 | 1.5984 |
| 2011-12 | Tri-City Storm | USHL | 53 | 27 | 19 | 46 | 0.868 | 0.5335 | 0.5206 | 2.5570 | 2.4950 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Brown | D1 | ECAC | SR | 31 | 17 | 16 | 33 | 1.065 |
| 2014-15 | Brown | D1 | ECAC | JR | 29 | 14 | 7 | 21 | 0.724 |
| 2013-14 | Brown | D1 | ECAC | SO | 30 | 13 | 19 | 32 | 1.067 |
| 2012-13 | Brown | D1 | ECAC | FR | 33 | 7 | 13 | 20 | 0.606 |
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.