| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | Düsseldorfer EG U18 | DNL | 29 | 0 | 3 | 3 | 0.103 | 0.0160 | 0.0168 | 0.0664 | 0.0697 |
| 2009-10 | Jungadler Mannheim U18 | DNL | 34 | 4 | 9 | 13 | 0.382 | 0.0590 | 0.0603 | 0.2455 | 0.2511 |
| 2010-11 | Jungadler Mannheim U18 | DNL | 36 | 15 | 14 | 29 | 0.806 | 0.1244 | 0.1257 | 0.5171 | 0.5226 |
| 2011-12 | Jungadler Mannheim U18 | DNL | 36 | 8 | 19 | 27 | 0.750 | 0.1158 | 0.1119 | 0.4814 | 0.4650 |
| 2012-13 | Soo Eagles | NAHL | 4 | 1 | 0 | 1 | 0.250 | 0.0919 | 0.0905 | 0.2639 | 0.2599 |
| 2013-14 | Connecticut RoughRiders | EHL | 43 | 8 | 7 | 15 | 0.349 | 0.0806 | 0.0757 | 0.1707 | 0.1603 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Westfield State | D3 | MASCAC | — | 25 | 8 | 10 | 18 | 0.720 |
| 2014-15 | Westfield State | D3 | MASCAC | — | 23 | 1 | 8 | 9 | 0.391 |
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.