| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Flint Jr. Generals | NA3HL | 16 | 12 | 13 | 25 | 1.562 | 0.1883 | 0.1875 | 0.4936 | 0.4915 |
| 2011-12 | Soo Eagles | NOJHL | 50 | 27 | 40 | 67 | 1.340 | 0.2259 | 0.2159 | 0.5568 | 0.5321 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Nichols | D3 | CNE | SR | 20 | 5 | 7 | 12 | 0.600 |
| 2014-15 | Nichols | D3 | CNE | JR | 3 | 1 | 0 | 1 | 0.333 |
| 2013-14 | Nichols | D3 | CNE | SO | 1 | 0 | 0 | 0 | 0.000 |
| 2012-13 | Nichols | D3 | CNE | FR | 0 | 0 | 0 | 0 | 0.000 |
| 2010-11 | Finlandia | D3 | — | — | 10 | 0 | 2 | 2 | 0.200 |
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.