| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | — | USHL | 54 | 5 | 9 | 14 | 0.259 | 0.1594 | 0.1652 | 0.7639 | 0.7919 |
| 2013-14 | Connecticut RoughRiders | EHL | 40 | 16 | 33 | 49 | 1.225 | 0.4311 | 0.4440 | 0.6006 | 0.6186 |
| 2014-15 | Des Moines Buccaneers | USHL | 60 | 19 | 22 | 41 | 0.683 | 0.4200 | 0.3951 | 2.0131 | 1.8936 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | UMass | D1 | HockeyEast | SO | 25 | 2 | 4 | 6 | 0.240 |
| 2015-16 | UMass | D1 | HockeyEast | FR | 32 | 2 | 4 | 6 | 0.188 |
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.