| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Spruce Grove Saints | AJHL | 32 | 3 | 4 | 7 | 0.219 | 0.0734 | 0.0775 | 0.2025 | 0.2138 |
| 2014-15 | Spruce Grove Saints | AJHL | 50 | 8 | 16 | 24 | 0.480 | 0.1610 | 0.1614 | 0.4442 | 0.4453 |
| 2015-16 | Spruce Grove Saints | AJHL | 57 | 26 | 29 | 55 | 0.965 | 0.3236 | 0.3094 | 0.8929 | 0.8536 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Alaska Fairbanks | D1 | WCHA | SR | 35 | 6 | 10 | 16 | 0.457 |
| 2018-19 | Alaska Fairbanks | D1 | WCHA | JR | 36 | 6 | 10 | 16 | 0.444 |
| 2017-18 | Alaska Fairbanks | D1 | WCHA | SO | 31 | 9 | 11 | 20 | 0.645 |
| 2016-17 | Alaska Fairbanks | D1 | WCHA | FR | 35 | 7 | 4 | 11 | 0.314 |
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.