| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | U.S. National U17 Team | NTDP-U18 | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | U.S. National U18 Team | NTDP-U18 | 5 | 0 | 1 | 1 | 0.200 | 0.1487 | 0.1439 | 0.7500 | 0.7260 |
| 2014-15 | Coulee Region Chill | NAHL | 56 | 5 | 10 | 15 | 0.268 | 0.0984 | 0.1015 | 0.2831 | 0.2919 |
| 2015-16 | Coulee Region Chill | NAHL | 49 | 15 | 21 | 36 | 0.735 | 0.2699 | 0.2663 | 0.7765 | 0.7662 |
| 2016-17 | Coulee Region Chill | NAHL | 56 | 19 | 27 | 46 | 0.821 | 0.3018 | 0.2814 | 0.8681 | 0.8094 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Air Force | D1 | AHA | — | 0 | 0 | 0 | 0 | 0.000 |
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.