| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Brooks Bandits | AJHL | 59 | 8 | 21 | 29 | 0.491 | 0.1648 | 0.1829 | 0.4548 | 0.5048 |
| 2011-12 | Brooks Bandits | AJHL | 59 | 10 | 22 | 32 | 0.542 | 0.1819 | 0.1927 | 0.5019 | 0.5316 |
| 2012-13 | Brooks Bandits | AJHL | 56 | 20 | 27 | 47 | 0.839 | 0.2815 | 0.2837 | 0.7767 | 0.7828 |
| 2013-14 | Brooks Bandits | AJHL | 53 | 10 | 29 | 39 | 0.736 | 0.2468 | 0.2359 | 0.6809 | 0.6509 |
| 2014-15 | Brooks Bandits | AJHL | 54 | 20 | 23 | 43 | 0.796 | 0.2671 | 0.2411 | 0.7369 | 0.6653 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Northern Michigan | D1 | WCHA | JR | 27 | 1 | 2 | 3 | 0.111 |
| 2016-17 | Northern Michigan | D1 | WCHA | SO | 29 | 0 | 0 | 0 | 0.000 |
| 2015-16 | Northern Michigan | D1 | WCHA | FR | 36 | 1 | 4 | 5 | 0.139 |
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.