| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Cedar Rapids RoughRiders | USHL | 34 | 8 | 13 | 21 | 0.618 | 0.3933 | 0.4114 | 1.8508 | 1.9361 |
| 2012-13 | Sioux Falls Stampede | USHL | 56 | 22 | 40 | 62 | 1.107 | 0.7050 | 0.7000 | 3.3176 | 3.2941 |
| 2013-14 | Sioux Falls Stampede | USHL | 45 | 13 | 33 | 46 | 1.022 | 0.6509 | 0.6159 | 3.0632 | 2.8983 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | UMass | D1 | — | SO | 32 | 12 | 16 | 28 | 0.875 |
| 2014-15 | UMass | D1 | — | FR | 36 | 10 | 23 | 33 | 0.917 |
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.