PvE Stat Weights and Gemming (pre-raid/BiS) -

90 Human Warlock
13860
Since there are a million threads it seems asking this question, here are the scale factors from Simulationcraft for the preraid list and T14 BiS list, so you can see how the weights shift as you get more geared. Remember that it will always be more accurate to sim your own character, but this should be a good basis because there seems to be a lot of conflicting information on sites like noxxic/icy veins.

Affliction Pre Raid: Int - 4.03 > SP - 3.38 > Haste - 2.17 > Mastery - 1.65 > Hit - 1.56 > Crit 1.22
Affliction BiS: Int - 4.94 > SP - 3.96 > Mastery - 2.72 > Hit - 2.48 > Haste - 2.25 > Crit 1.96

Demonology Pre Raid: Int - 4.06 > SP > 3.34 > Haste - 2.68 > Hit - 2.51 > Mastery - 1.44 > Crit - 1.34
Demonoology BiS: Int - 4.56 > SP > 3.59 > Hit - 3.61 > Mastery - 1.98 > Crit - 1.93 > Haste - 1.62

Destruction Pre Raid: Int - 3.44 > SP > 2.80 > Hit - 1.66 > Crit - 1.24 > Haste - 1.14 > Mastery - 1.00
Destruction BiS: Int - 4.30 > SP > 3.43 > Hit - 2.95 > Mastery - 2.18 > Crit - 2.09 > Haste - 1.67
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