| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | Cedar Rapids RoughRiders | USHL | 52 | 10 | 10 | 20 | 0.385 | 0.2364 | 0.2451 | 1.1331 | 1.1749 |
| 2009-10 | Youngstown Phantoms | USHL | 60 | 16 | 17 | 33 | 0.550 | 0.3381 | 0.3289 | 1.6204 | 1.5764 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Bentley | D1 | AHA | SR | 37 | 21 | 32 | 53 | 1.432 |
| 2012-13 | Bentley | D1 | AHA | JR | 35 | 16 | 24 | 40 | 1.143 |
| 2011-12 | Bentley | D1 | — | SO | 40 | 23 | 27 | 50 | 1.250 |
| 2010-11 | Bentley | D1 | — | FR | 33 | 13 | 11 | 24 | 0.727 |
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.