| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Fairbanks Ice Dogs | NAHL | 36 | 5 | 10 | 15 | 0.417 | 0.1547 | 0.1625 | 0.4412 | 0.4633 |
| 2015-16 | Fairbanks Ice Dogs | NAHL | 57 | 20 | 16 | 36 | 0.632 | 0.2345 | 0.2359 | 0.6687 | 0.6726 |
| 2016-17 | Fairbanks Ice Dogs | NAHL | 49 | 19 | 24 | 43 | 0.878 | 0.3259 | 0.3101 | 0.9292 | 0.8842 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Wisconsin-River Falls | D3 | BigTen | SR | 10 | 4 | 6 | 10 | 1.000 |
| 2019-20 | Wisconsin-River Falls | D3 | BigTen | JR | 29 | 12 | 8 | 20 | 0.690 |
| 2018-19 | Wisconsin-River Falls | D3 | BigTen | SO | 28 | 8 | 13 | 21 | 0.750 |
| 2017-18 | Wisconsin-River Falls | D3 | BigTen | FR | 29 | 13 | 12 | 25 | 0.862 |
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.