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"retain", "BaselineDPS": 847.0821864718764, "CandidateDPS": 851.2654716304661, "GainDPS": 4.183285158589683, "GainPercent": 0.4938464325419468, "Conservative95BoundDPS": 1.7607960044298194 }, { "Key": "arcane_frost", "Race": "High Order", "Decision": "retain", "BaselineDPS": 849.9721629833718, "CandidateDPS": 854.0367613398009, "GainDPS": 4.064598356429087, "GainPercent": 0.4782037028321601, "Conservative95BoundDPS": 1.758520141293216 }, { "Key": "fury_2h", "Race": "Orc", "Decision": "unchanged" }, { "Key": "fury_2h", "Race": "Tauren", "Decision": "unchanged" }, { "Key": "fury_2h", "Race": "Undead", "Decision": "unchanged" }, { "Key": "fury_2h", "Race": "Troll", "Decision": "unchanged" }, { "Key": "fury_2h", "Race": "Windshaper", "Decision": "unchanged" }, { "Key": "fury_2h", "Race": "Human", "Decision": "unchanged" }, { "Key": "fury_2h", "Race": "Dwarf", "Decision": "unchanged" }, { "Key": "fury_2h", "Race": "Gnome", "Decision": "unchanged" }, { "Key": "fury_2h", "Race": "Night Elf", "Decision": "unchanged" }, { "Key": "fury_2h", "Race": "High Order", "Decision": "unchanged" }, { "Key": "retribution_physical", "Race": "Undead", "Decision": "unchanged" }, { "Key": "retribution_physical", "Race": "Human", "Decision": "unchanged" }, { "Key": "retribution_physical", "Race": "Dwarf", "Decision": "unchanged" }, { "Key": "tank_warrior", "Race": "Orc", "Decision": "unchanged" }, { "Key": "tank_warrior", "Race": "Tauren", "Decision": "unchanged" }, { "Key": "tank_warrior", "Race": "Troll", "Decision": "unchanged" }, { "Key": "tank_warrior", "Race": "Undead", "Decision": "unchanged" }, { "Key": "tank_warrior", "Race": "Windshaper", "Decision": "unchanged" }, { "Key": "tank_warrior", "Race": "Human", "Decision": "unchanged" }, { "Key": "tank_warrior", "Race": "Dwarf", "Decision": "unchanged" }, { "Key": "tank_warrior", "Race": "Night Elf", "Decision": "unchanged" }, { "Key": "tank_warrior", "Race": "Gnome", "Decision": "unchanged" }, { "Key": "tank_warrior", "Race": "High Order", "Decision": "unchanged" }, { "Key": "protection_paladin", "Race": "Undead", "Decision": "unchanged" }, { "Key": "protection_paladin", "Race": "Human", "Decision": "unchanged" }, { "Key": "protection_paladin", "Race": "Dwarf", "Decision": "unchanged" }, { "Key": "feral_tank_druid", "Race": "Tauren", "Decision": "unchanged" }, { "Key": "feral_tank_druid", "Race": "Windshaper", "Decision": "unchanged" }, { "Key": "feral_tank_druid", "Race": "Night Elf", "Decision": "unchanged" }, { "Key": "feral_tank_druid", "Race": "High Order", "Decision": "unchanged" } ] } ] }, "talents": { "method": "Legal one-point reallocations screened at 250 iterations, the five best confirmed at 2,000 iterations on a separate seed; a move is kept above 2.5 combined standard errors; up to four rounds. One representative race per build; the result applies to every race of the build.", "seed": 1793700001, "builds": [ { "Key": "affliction", "Race": "Human", "Start": "2550020013520105--0550015103", "Final": "2550020013520105--0550015103", "Rounds": 1, "Screened": 103, "Validated": [ { "Talents": "2550020013520105--0550015103", "DPS": 840.89411872493, "StandardError": 0.7593334398505718, "Round": 1, "Stage": "validate-baseline" }, { "Talents": "2550020013520105--0550105103", "DPS": 842.0394523962572, "StandardError": 0.7793692345219191, "Round": 1, "Stage": "validate" }, { "Talents": "2550011013520105--0550015103", "DPS": 841.2246636940363, "StandardError": 0.7593378026225501, "Round": 1, "Stage": "validate" } ] }, { "Key": "arcane", "Race": "Gnome", "Start": "0512005023100311531-03-005500032", "Final": "0512005023100311531-03-005500032", "Rounds": 1, "Screened": 119, "Validated": [ { "Talents": "0512005023100311531-03-005500032", "DPS": 854.4827271621043, "StandardError": 1.083885576709126, "Round": 1, "Stage": "validate-baseline" } ] }, { "Key": "arcane_frost", "Race": "Gnome", "Start": "050200500310031053--05550002010003002", "Final": "050200500310031053--05550002010003002", "Rounds": 1, "Screened": 95, "Validated": [ { "Talents": "050200500310031053--05550002010003002", "DPS": 847.9474347801734, "StandardError": 0.9597181750893915, "Round": 1, "Stage": "validate-baseline" }, { "Talents": "050200500310031053--05450003010003002", "DPS": 849.8520867647687, "StandardError": 0.9751461426618787, "Round": 1, "Stage": "validate" }, { "Talents": "050200500310031053--05450002110003002", "DPS": 847.0711831984313, "StandardError": 0.9726684433463806, "Round": 1, "Stage": "validate" }, { "Talents": "050200500310031053-01-05450002010003002", "DPS": 848.7013239932237, "StandardError": 0.9887796448547386, "Round": 1, "Stage": "validate" }, { "Talents": "050200500310031053--05550003010003001", "DPS": 847.6986487926943, "StandardError": 0.990635317123243, "Round": 1, "Stage": "validate" }, { "Talents": "050200500310031053--05550003010002002", "DPS": 847.8932928594847, "StandardError": 0.9608875741347608, "Round": 1, "Stage": "validate" } ] }, { "Key": "demonology", "Race": "Human", "Start": "011-0005003221220311351-0550005003", "Final": "011-0005003221220311351-0550005003", "Rounds": 1, "Screened": 87, "Validated": [ { "Talents": "011-0005003221220311351-0550005003", "DPS": 919.4069516087917, "StandardError": 0.6586435041534487, "Round": 1, "Stage": "validate-baseline" }, { "Talents": "101-0005003221220311351-0550005003", "DPS": 917.401520542875, "StandardError": 0.6578731710213065, "Round": 1, "Stage": "validate" }, { "Talents": "011-0005003231120311351-0550005003", "DPS": 920.0439385247181, "StandardError": 0.6586737813355874, "Round": 1, "Stage": "validate" }, { "Talents": "011-0005003231220301351-0550005003", "DPS": 920.0439385247181, "StandardError": 0.6586737813355874, "Round": 1, "Stage": "validate" } ] }, { "Key": "destruction", "Race": "Human", "Start": "2530000003-0005-0050355103101351", "Final": "2530000003-0005-0050355103101351", "Rounds": 1, "Screened": 102, "Validated": [ { "Talents": "2530000003-0005-0050355103101351", "DPS": 817.164943632, "StandardError": 0.5326683108942818, "Round": 1, "Stage": "validate-baseline" }, { "Talents": "2540000003-0004-0050355103101351", "DPS": 816.5435179750559, "StandardError": 0.5314320909003141, "Round": 1, "Stage": "validate" }, { "Talents": "2540000003-0005-0050255103101351", "DPS": 813.4066569079231, "StandardError": 0.5343344430405624, "Round": 1, "Stage": "validate" }, { "Talents": "2520010003-0005-0050355103101351", "DPS": 813.9558102313833, "StandardError": 0.5351415844508539, "Round": 1, "Stage": "validate" }, { "Talents": "2540000003-0005-0050345103101351", "DPS": 814.8483953355717, "StandardError": 0.5306398529250227, "Round": 1, "Stage": "validate" } ] }, { "Key": "ds_ruin", "Race": "Human", "Start": "254000001351-0025003001-0550005103", "Final": "254000001351-0025003001-0550005103", "Rounds": 1, "Screened": 110, "Validated": [ { "Talents": "254000001351-0025003001-0550005103", "DPS": 802.9287841543778, "StandardError": 0.8165167336145481, "Round": 1, "Stage": "validate-baseline" }, { "Talents": "25400000135-0025003001-0550105103", "DPS": 805.0061839051698, "StandardError": 0.8165582206864315, "Round": 1, "Stage": "validate" }, { "Talents": "25400000135-0025003001-0550015103", "DPS": 804.1344824561148, "StandardError": 0.7896955327111276, "Round": 1, "Stage": "validate" }, { "Talents": "25500000135-0025003001-0550005103", "DPS": 803.5030369976575, "StandardError": 0.8406879856654565, "Round": 1, "Stage": "validate" }, { "Talents": "25400010135-0025003001-0550005103", "DPS": 801.8591791316354, "StandardError": 0.7895074528671516, "Round": 1, "Stage": "validate" }, { "Talents": "254000001351-0025002101-0550005103", "DPS": 802.0235698965572, "StandardError": 0.8034951939174336, "Round": 1, "Stage": "validate" } ] }, { "Key": "elemental", "Race": "Orc", "Start": "5503331000011351-052-05305", "Final": "5503331000011351-054-05303", "Rounds": 3, "Screened": 203, "Validated": [ { "Talents": "5503331000011351-052-05305", "DPS": 525.2940144957776, "StandardError": 0.5628568518728052, "Round": 1, "Stage": "validate-baseline" }, { "Talents": "5503331000011351-053-05304", "DPS": 527.4455241263948, "StandardError": 0.5768040248918125, "Round": 1, "Stage": "validate" }, { "Talents": "5503331000011351-053-05304", "DPS": 527.4260247899834, "StandardError": 0.5763756402837691, "Round": 2, "Stage": "validate-baseline" }, { "Talents": "5503331000011351-054-05303", "DPS": 529.9225099788986, "StandardError": 0.5765669194584166, "Round": 2, "Stage": "validate" }, { "Talents": "5503331000011351-054-05303", "DPS": 529.9059621773014, "StandardError": 0.5764409910063892, "Round": 3, "Stage": "validate-baseline" }, { "Talents": "5503331000011351-055-05302", "DPS": 531.6958662936977, "StandardError": 0.5795205358299966, "Round": 3, "Stage": "validate" } ] }, { "Key": "enhancement", "Race": "Orc", "Start": "553103102-053030031005102251", "Final": "453203102-053030031005102251", "Rounds": 2, "Screened": 196, "Validated": [ { "Talents": "553103102-053030031005102251", "DPS": 792.209300321418, "StandardError": 0.8908344429612347, "Round": 1, "Stage": "validate-baseline" }, { "Talents": "453103102-054030031005102251", "DPS": 793.119065999601, "StandardError": 0.9124681398737943, "Round": 1, "Stage": "validate" }, { "Talents": "453203102-053030031005102251", "DPS": 795.8289138133003, "StandardError": 0.9040500926074905, "Round": 1, "Stage": "validate" }, { "Talents": "453113102-053030031005102251", "DPS": 791.2617724676722, "StandardError": 0.9062125894065326, "Round": 1, "Stage": "validate" }, { "Talents": "453103112-053030031005102251", "DPS": 791.2617724676722, "StandardError": 0.9062125894065326, "Round": 1, "Stage": "validate" }, { "Talents": "453103102-053130031005102251", "DPS": 791.2617724676722, "StandardError": 0.9062125894065326, "Round": 1, "Stage": "validate" }, { "Talents": "453203102-053030031005102251", "DPS": 795.8364867988357, "StandardError": 0.9039811329507733, "Round": 2, "Stage": "validate-baseline" }, { "Talents": "443203102-054030031005102251", "DPS": 796.8689400697506, "StandardError": 0.9051923689850296, "Round": 2, "Stage": "validate" } ] }, { "Key": "fire", "Race": "Gnome", "Start": "05001252000003-23450000130135031-002", "Final": "05001252000003-23450000130135031-002", "Rounds": 1, "Screened": 68, "Validated": [ { "Talents": "05001252000003-23450000130135031-002", "DPS": 788.1561349405612, "StandardError": 0.884675239143956, "Round": 1, "Stage": "validate-baseline" } ] }, { "Key": "frost", "Race": "Gnome", "Start": "0500005001-03-0555003321001301251", "Final": "0500005001-03-0555003331000301251", "Rounds": 2, "Screened": 236, "Validated": [ { "Talents": "0500005001-03-0555003321001301251", "DPS": 606.5844099569073, "StandardError": 0.48249837986936756, "Round": 1, "Stage": "validate-baseline" }, { "Talents": "0500005001-03-0555003331000301251", "DPS": 613.0342319660671, "StandardError": 0.513985426081197, "Round": 1, "Stage": "validate" }, { "Talents": "0500005-03-0555003331001301251", "DPS": 613.0342319660671, "StandardError": 0.513985426081197, "Round": 1, "Stage": "validate" }, { "Talents": "0500005001-03-055500333100130125", "DPS": 613.0342319660671, "StandardError": 0.513985426081197, "Round": 1, "Stage": "validate" }, { "Talents": "0500005001-03-0555002331001301251", "DPS": 613.0342319660671, "StandardError": 0.513985426081197, "Round": 1, "Stage": "validate" }, { "Talents": "0500005001-02-0555003331001301251", "DPS": 611.6342310752726, "StandardError": 0.5118679346578587, "Round": 1, "Stage": "validate" }, { "Talents": "0500005001-03-0555003331000301251", "DPS": 613.0350267147799, "StandardError": 0.5139869637131336, "Round": 2, "Stage": "validate-baseline" } ] }, { "Key": "shadow", "Race": "Undead", "Start": "30503300103--50452001201302251", "Final": "30503300103--50452001201302251", "Rounds": 1, "Screened": 54, "Validated": [ { "Talents": "30503300103--50452001201302251", "DPS": 822.171813320582, "StandardError": 0.39561584186075927, "Round": 1, "Stage": "validate-baseline" }, { "Talents": "30503400102--50452001201302251", "DPS": 823.3461926671378, "StandardError": 0.39150953031008484, "Round": 1, "Stage": "validate" }, { "Talents": "40503300102--50452001201302251", "DPS": 822.4917288801335, "StandardError": 0.3905377091256236, "Round": 1, "Stage": "validate" }, { "Talents": "30513300102--50452001201302251", "DPS": 822.4917288801335, "StandardError": 0.3905377091256236, "Round": 1, "Stage": "validate" }, { "Talents": "30503300112--50452001201302251", "DPS": 822.4917288801335, "StandardError": 0.3905377091256236, "Round": 1, "Stage": "validate" }, { "Talents": "30503300102-01-50452001201302251", "DPS": 822.4917288801335, "StandardError": 0.3905377091256236, "Round": 1, "Stage": "validate" } ] }, { "Key": "smite", "Race": "Human", "Start": "515035031030001031-00505023002-003", "Final": "515035031030001031-00505023002-003", "Rounds": 1, "Screened": 46, "Validated": [ { "Talents": "515035031030001031-00505023002-003", "DPS": 443.9802636760167, "StandardError": 0.2844994753941229, "Round": 1, "Stage": "validate-baseline" } ] }, { "Key": "stormcaller", "Race": "Orc", "Start": "553233100000034-055030021004002", "Final": "553233100000034-055030021004002", "Rounds": 1, "Screened": 83, "Validated": [ { "Talents": "553233100000034-055030021004002", "DPS": 465.2262852207598, "StandardError": 0.4723066286521446, "Round": 1, "Stage": "validate-baseline" }, { "Talents": "552333100000034-055030021004002", "DPS": 464.9808015741482, "StandardError": 0.4705965109169136, "Round": 1, "Stage": "validate" } ] } ] }, "rotations": { "method": "Arcane and Arcane-Frost priority variants on Gnome and Human (Undead for one variant) at 3,000 iterations, repeated on a second seed for the leading variants.", "screens": [ { "File": "out_v0__Gnome.json", "Key": "arcane", "Race": "Gnome", "Seed": 1793500001, "DPS": 834.301486111164, "StandardError": 0.8539322007078838, "OOMSeconds": 0.13758333333333334, "Talents": "0512005023100311531-03-005500032", "Rotation": { "type": "TypeAPL", "priorityList": [ { "action": { "autocastOtherCooldowns": {} } }, { "action": { "condition": { "and": { "vals": [ { "cmp": { "op": "OpLt", "lhs": { "currentManaPercent": {} }, "rhs": { "const": { "val": "15%" } } } }, { "cmp": { "op": "OpGt", "lhs": { "remainingTime": {} }, "rhs": { "const": { "val": "20s" } } } } ] } }, "castSpell": { "spellId": { "spellId": 12051 } } } }, { "action": { "condition": { "auraIsActive": { "auraId": { "spellId": 44404 } } }, "castSpell": { "spellId": { "spellId": 25345, "rank": 8 } } } }, { "action": { "castSpell": { "spellId": { "spellId": 1326082 } } } }, { "action": { "condition": { "and": { "vals": [ { "cmp": { "op": "OpLt", "lhs": { "auraNumStacks": { "auraId": { "spellId": 30451 } } }, "rhs": { "const": { "val": "4" } } } }, { "cmp": { "op": "OpGt", "lhs": { "currentManaPercent": {} }, "rhs": { "const": { "val": "20%" } } } } ] } }, "castSpell": { "spellId": { "spellId": 30451 } } } }, { "action": { "castSpell": { "spellId": { "spellId": 25304 } } } } ] } }, { "File": "out_v0__Human.json", "Key": "arcane", "Race": "Human", "Seed": 1793500001, "DPS": 811.5524225436292, "StandardError": 0.8355537155574114, "OOMSeconds": 0.206, "Talents": "0512005023100311531-03-005500032", "Rotation": { "type": "TypeAPL", "priorityList": [ { "action": { "autocastOtherCooldowns": {} } }, { "action": { "condition": { "and": { "vals": [ { "cmp": { "op": "OpLt", "lhs": { "currentManaPercent": {} }, "rhs": { "const": { "val": "15%" } } } }, { "cmp": { "op": "OpGt", "lhs": { "remainingTime": {} }, "rhs": { "const": { "val": "20s" } } } } ] } }, "castSpell": { "spellId": { "spellId": 12051 } } } }, { "action": { "condition": { "auraIsActive": { "auraId": { "spellId": 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"OpLe", "lhs": { "currentManaPercent": {} }, "rhs": { "const": { "val": "80%" } } } }, "castSpell": { "spellId": { "itemId": 8008 } } } }, { "action": { "autocastOtherCooldowns": {} } }, { "action": { "condition": { "and": { "vals": [ { "cmp": { "op": "OpLt", "lhs": { "currentManaPercent": {} }, "rhs": { "const": { "val": "15%" } } } }, { "cmp": { "op": "OpGt", "lhs": { "remainingTime": {} }, "rhs": { "const": { "val": "25s" } } } } ] } }, "castSpell": { "spellId": { "spellId": 12051 } } } }, { "action": { "condition": { "auraIsActive": { "auraId": { "spellId": 44543 } } }, "castSpell": { "spellId": { "spellId": 30455 } } } }, { "action": { "condition": { "and": { "vals": [ { "cmp": { "op": "OpLt", "lhs": { "auraNumStacks": { "auraId": { "spellId": 30451 } } }, "rhs": { "const": { "val": "4" } } } }, { "cmp": { "op": "OpGt", "lhs": { "currentManaPercent": {} }, "rhs": { "const": { "val": "20%" } } } } ] } }, "castSpell": { "spellId": { "spellId": 30451 } } } }, { "action": { "castSpell": { "spellId": { "spellId": 25304, "rank": 11 } } } } ] } }, { "File": "s4_fr1__Human.json", "Key": "frost", "Race": "Human", "Seed": 1793600001, "DPS": 469.4582834036326, "StandardError": 0.5078179277889641, "OOMSeconds": 68.57225, "Talents": "05000050031-03-0555003331001301211", "Rotation": { "type": "TypeAPL", "priorityList": [ { "action": { "condition": { "cmp": { "op": "OpLe", "lhs": { "currentManaPercent": {} }, "rhs": { "const": { "val": "80%" } } } }, "castSpell": { "spellId": { "itemId": 8008 } } } }, { "action": { "autocastOtherCooldowns": {} } }, { "action": { "condition": { "and": { "vals": [ { "cmp": { "op": "OpLt", "lhs": { "currentManaPercent": {} }, "rhs": { "const": { "val": "15%" } } } }, { "cmp": { "op": "OpGt", "lhs": { "remainingTime": {} }, "rhs": { "const": { "val": "25s" } } } } ] } }, "castSpell": { "spellId": { "spellId": 12051 } } } }, { "action": { "condition": { "auraIsActive": { "auraId": { "spellId": 44543 } } }, "castSpell": { "spellId": { "spellId": 30455 } } } }, { "action": { "condition": { "and": { "vals": [ { "cmp": { "op": "OpLt", "lhs": { "auraNumStacks": { "auraId": { "spellId": 30451 } } }, "rhs": { "const": { "val": "4" } } } }, { "cmp": { "op": "OpGt", "lhs": { "currentManaPercent": {} }, "rhs": { "const": { "val": "20%" } } } } ] } }, "castSpell": { "spellId": { "spellId": 30451 } } } }, { "action": { "castSpell": { "spellId": { "spellId": 25304, "rank": 11 } } } } ] } } ], "selected": { "arcane": "Arcane Blast to 4 stacks (above 20% mana) before Arcane Wrath; Arcane Missiles on Missile Barrage first; Arcane Missiles as the filler.", "arcane_frost": "Arcane Blast to 4 stacks (above 20% mana) before Frostbolt; Arcane Wrath is not cast.", "frost": "Unchanged; an Arcane Blast variant with 1/1 Arcane Blast ran out of mana." } } }