| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Wenatchee Wild | NAHL | 20 | 5 | 13 | 18 | 0.900 | 0.3342 | 0.3679 | 0.9529 | 1.0489 |
| 2011-12 | Wenatchee Wild | NAHL | 53 | 12 | 23 | 35 | 0.660 | 0.2452 | 0.2578 | 0.6992 | 0.7352 |
| 2012-13 | Wenatchee Wild | NAHL | 59 | 24 | 28 | 52 | 0.881 | 0.3273 | 0.3277 | 0.9332 | 0.9343 |
| 2013-14 | Dubuque Fighting Saints | USHL | 60 | 21 | 13 | 34 | 0.567 | 0.3609 | 0.3305 | 1.6982 | 1.5551 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Alabama-Huntsville | D1 | — | SR | 11 | 3 | 3 | 6 | 0.545 |
| 2016-17 | Alabama-Huntsville | D1 | — | JR | 33 | 8 | 11 | 19 | 0.576 |
| 2015-16 | Alabama-Huntsville | D1 | — | SO | 34 | 7 | 15 | 22 | 0.647 |
| 2014-15 | Alabama-Huntsville | D1 | — | FR | 38 | 12 | 11 | 23 | 0.605 |
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.