| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Fairbanks Ice Dogs | NAHL | 54 | 3 | 8 | 11 | 0.204 | 0.0756 | 0.0786 | 0.2157 | 0.2241 |
| 2013-14 | — | NAHL | 61 | 3 | 15 | 18 | 0.295 | 0.1096 | 0.1084 | 0.3125 | 0.3090 |
| 2014-15 | — | NAHL | 57 | 7 | 17 | 24 | 0.421 | 0.1564 | 0.1465 | 0.4459 | 0.4176 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Nichols | D3 | CNE | SR | 26 | 4 | 9 | 13 | 0.500 |
| 2017-18 | Nichols | D3 | CNE | JR | 30 | 5 | 8 | 13 | 0.433 |
| 2016-17 | Nichols | D3 | CNE | SO | 27 | 3 | 10 | 13 | 0.481 |
| 2015-16 | Nichols | D3 | CNE | FR | 24 | 2 | 7 | 9 | 0.375 |
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.