| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | New Mexico Mustangs | NAHL | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Springfield Jr. Blues | NAHL | 42 | 2 | 2 | 4 | 0.095 | 0.0353 | 0.0343 | 0.1008 | 0.0979 |
| 2013-14 | Hartford Jr. Wolfpack | EHL | 39 | 10 | 20 | 30 | 0.769 | 0.1651 | 0.1528 | 0.3767 | 0.3487 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Wesleyan | D3 | NESCAC | SR | 20 | 1 | 2 | 3 | 0.150 |
| 2016-17 | Wesleyan | D3 | NESCAC | JR | 25 | 3 | 3 | 6 | 0.240 |
| 2015-16 | Wesleyan | D3 | NESCAC | SO | 22 | 0 | 1 | 1 | 0.045 |
| 2014-15 | Wesleyan | D3 | NESCAC | FR | 1 | 0 | 0 | 0 | 0.000 |
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.