| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | — | NA3HL | 40 | 6 | 6 | 12 | 0.300 | 0.0376 | 0.0375 | 0.0947 | 0.0945 |
| 2014-15 | Valley Jr. Warriors | EHL | 18 | 4 | 1 | 5 | 0.278 | 0.0642 | 0.0621 | 0.1359 | 0.1315 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Bethel | D1 | MIAC | SR | 18 | 2 | 1 | 3 | 0.167 |
| 2018-19 | Bethel | D3 | MIAC | — | 18 | 2 | 2 | 4 | 0.222 |
| 2017-18 | Bethel | D3 | MIAC | — | 14 | 0 | 1 | 1 | 0.071 |
| 2016-17 | Bethel | D3 | MIAC | — | 4 | 0 | 0 | 0 | 0.000 |
| 2015-16 | Worcester State | D3 | MASCAC | — | 13 | 2 | 1 | 3 | 0.231 |
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.