icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2003-04 | Fort McMurray Oil Barons | AJHL | 6 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2004-05 | Fort Saskatchewan Traders | AJHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2005-06 | Bonnyville Pontiacs | AJHL | 46 | 2 | 14 | 16 | 0.348 | 0.1167 | 0.1217 | 0.3208 | 0.3347 |
| 2006-07 | Victoria Grizzlies | BCHL | 60 | 5 | 38 | 43 | 0.717 | 0.2761 | 0.2743 | 1.0414 | 1.0348 |
| 2007-08 | Fort McMurray Oil Barons | AJHL | 51 | 10 | 26 | 36 | 0.706 | 0.2368 | 0.2231 | 0.6511 | 0.6133 |
| 2008-09 | Brock Univ. | USports-M | 14 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Marian | D3 | NCHA | — | 26 | 2 | 15 | 17 | 0.654 |
| 2010-11 | Marian | D3 | NCHA | — | 27 | 5 | 24 | 29 | 1.074 |
| 2009-10 | Marian | D3 | NCHA | — | 24 | 6 | 23 | 29 | 1.208 |
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.