| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Soo Thunderbirds | NOJHL | 2 | 0 | 1 | 1 | 0.500 | 0.0852 | 0.0958 | 0.2119 | 0.2382 |
| 2012-13 | Soo Thunderbirds | NOJHL | 40 | 6 | 15 | 21 | 0.525 | 0.0894 | 0.0959 | 0.2225 | 0.2387 |
| 2013-14 | Soo Thunderbirds | NOJHL | 56 | 20 | 25 | 45 | 0.804 | 0.1369 | 0.1404 | 0.3406 | 0.3493 |
| 2014-15 | Soo Thunderbirds | NOJHL | 41 | 16 | 28 | 44 | 1.073 | 0.1828 | 0.1768 | 0.4548 | 0.4400 |
| 2015-16 | Soo Thunderbirds | NOJHL | 50 | 16 | 19 | 35 | 0.700 | 0.1192 | 0.1096 | 0.2967 | 0.2728 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Fitchburg State | D1 | MASCAC | JR | 25 | 2 | 6 | 8 | 0.320 |
| 2019-20 | Fitchburg State | D3 | MASCAC | JR | 25 | 2 | 6 | 8 | 0.320 |
| 2018-19 | Fitchburg State | D1 | MASCAC | SO | 19 | 0 | 2 | 2 | 0.105 |
| 2018-19 | Fitchburg State | D3 | MASCAC | SO | 19 | 0 | 2 | 2 | 0.105 |
| 2017-18 | Fitchburg State | D3 | MASCAC | FR | 9 | 0 | 3 | 3 | 0.333 |
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.