| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Springfield Jr. Blues | NAHL | 49 | 2 | 18 | 20 | 0.408 | 0.1516 | 0.1527 | 0.4322 | 0.4353 |
| 2012-13 | — | NAHL | 56 | 14 | 27 | 41 | 0.732 | 0.2718 | 0.2601 | 0.7751 | 0.7417 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Concordia | D3 | MIAC | — | 8 | 0 | 2 | 2 | 0.250 |
| 2015-16 | Concordia Wisconsin | D3 | — | JR | 8 | 0 | 2 | 2 | 0.250 |
| 2014-15 | Concordia | D3 | MIAC | — | 25 | 4 | 10 | 14 | 0.560 |
| 2014-15 | Concordia Wisconsin | D3 | — | SO | 25 | 4 | 10 | 14 | 0.560 |
| 2013-14 | UMass Boston | D3 | HockeyEast | FR | 27 | 5 | 3 | 8 | 0.296 |
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.