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The International 2017 Qualifiers

Dota 2 World Championships Qualifiers

Median hero gpm: 366

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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
TotalWinrate shiftsTimings
ItemPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxStd.Dev
sangeSange2839.43%80.857.60%+9.99%+11.41%-11.12%-1.83%25:5110:4218:0723:4630:271:04:0909:08
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
venomancerVenomancer1320.63%100.084.62%+50.62%-17.95%+15.38%4.42%22:4316:5718:0023:4625:3228:5907:3205:34
life_stealerLifestealer822.22%97.787.50%+33.93%+12.50%+12.50%0.00%21:1214:4116:1118:0525:3929:5309:2807:00
beastmasterBeastmaster541.67%95.580.00%-5.71%+20.00%+20.00%0.00%36:3725:3325:3338:5242:4945:3717:1612:47
svenSven1947.50%93.268.42%+20.80%+11.58%-8.42%-2.29%19:5011:4615:0318:0723:4633:3608:4306:27
viperViper535.71%90.980.00%+57.78%+20.00%-80.00%-13.30%25:0419:5619:5623:5027:2732:3707:3105:34
bloodseekerBloodseeker1134.38%88.672.73%+29.87%+27.27%-72.73%-13.73%20:2712:0316:1317:2623:3029:2907:1705:23
troll_warlordTroll Warlord2468.57%86.462.50%+26.14%+20.83%-12.50%-8.47%21:1916:3217:4419:5321:4033:3603:5602:54
huskarHuskar375.00%84.166.67%-33.33%+33.33%0.00%-19.42%14:5614:0014:0015:0415:4315:4301:4301:16
night_stalkerNight Stalker1319.70%81.869.23%+18.29%+30.77%-2.56%-3.79%30:1722:1824:5929:4433:4741:2108:4806:31
rattletrapClockwerk99.89%79.577.78%+24.12%+22.22%+22.22%0.00%34:2721:0228:0734:4337:1149:1609:0406:42
bristlebackBristleback2239.29%77.359.09%+26.74%+7.58%-19.09%-4.75%26:0416:0722:3823:3228:1553:1105:3704:09
nevermoreShadow Fiend517.86%75.080.00%+36.52%+20.00%-80.00%0.00%17:5510:4210:4216:1123:5324:4813:1109:45
gyrocopterGyrocopter1694.12%72.750.00%+50.00%+25.00%-25.00%-12.61%16:1912:4113:2815:0217:2627:4303:5802:56
razorRazor4483.02%70.550.00%+5.56%-13.64%-4.55%1.33%20:3011:2116:0418:5922:5334:0806:4905:02
spirit_breakerSpirit Breaker411.76%68.275.00%+28.33%-75.00%+25.00%0.00%36:1422:1122:1128:1436:0258:2713:5110:15
abaddonAbaddon317.65%65.966.67%+16.67%-66.67%0.00%0.00%40:5725:0625:0633:361:04:091:04:0939:0328:55
pudgePudge112.50%63.6100.00%0.00%0.00%0.00%0.00%47:2147:2147:2147:2147:2147:2100:0000:00
centaurCentaur Warrunner112.50%61.4100.00%0.00%0.00%0.00%0.00%35:5935:5935:5935:5935:5935:5900:0000:00
legion_commanderLegion Commander1725.37%59.141.18%-14.82%+58.82%-16.18%-5.51%35:1120:5128:1233:4741:4946:5013:3710:05
lichLich111.11%56.8100.00%0.00%0.00%0.00%0.00%31:4631:4631:4631:4631:4631:4600:0000:00
rikiRiki19.09%54.5100.00%0.00%0.00%0.00%0.00%48:3248:3248:3248:3248:3248:3200:0000:00
abyssal_underlordUnderlord16.67%52.3100.00%0.00%0.00%0.00%0.00%31:1631:1631:1631:1631:1631:1600:0000:00
juggernautJuggernaut36.52%50.066.67%+13.18%-66.67%0.00%0.00%18:2517:3417:3417:4219:5919:5902:2501:47
chaos_knightChaos Knight650.00%47.733.33%-16.67%+16.67%-33.33%-5.08%27:0320:0021:4123:0031:3136:1909:5007:17
earthshakerEarthshaker33.66%45.566.67%+32.49%+33.33%0.00%0.00%43:4232:0732:0741:4357:1657:1625:0918:37
lycanLycan1025.00%43.230.00%-26.67%+36.67%-30.00%-10.18%21:5416:0618:2920:3825:0228:0906:3304:51
earth_spiritEarth Spirit12.44%40.9100.00%0.00%0.00%0.00%0.00%35:0335:0335:0335:0335:0335:0300:0000:00
faceless_voidFaceless Void12.22%38.6100.00%0.00%0.00%0.00%0.00%52:2452:2452:2452:2452:2452:2400:0000:00
crystal_maidenCrystal Maiden12.13%36.4100.00%0.00%0.00%0.00%0.00%55:1355:1355:1355:1355:1355:1300:0000:00
doom_bringerDoom214.29%34.150.00%+8.33%+50.00%0.00%0.00%22:4321:0221:0224:2424:2424:2403:2202:29
vengefulspiritVengeful Spirit214.29%31.850.00%0.00%-50.00%0.00%0.00%41:0623:5923:5958:1358:1358:1334:1425:21
kunkkaKunkka24.44%29.550.00%+12.79%+50.00%0.00%0.00%43:0336:1636:1649:4949:4949:4913:3310:02
dark_seerDark Seer23.57%27.350.00%0.00%+50.00%0.00%0.00%29:0628:5528:5529:1629:1629:1600:2100:15
sand_kingSand King21.41%25.050.00%+3.57%-50.00%0.00%0.00%36:3229:5229:5243:1143:1143:1113:1909:51
omniknightOmniknight519.23%22.720.00%-18.10%-20.00%-20.00%0.00%32:4924:3324:3336:4138:1539:1113:4210:08
dragon_knightDragon Knight618.18%20.516.67%-31.48%+33.33%-16.67%0.00%31:5414:3317:0129:0945:0946:5028:0820:50
phantom_assassinPhantom Assassin111.11%18.20.00%0.00%0.00%0.00%0.00%20:1920:1920:1920:1920:1920:1900:0000:00
furionNature's Prophet13.45%15.90.00%0.00%0.00%0.00%0.00%19:3619:3619:3619:3619:3619:3600:0000:00
lone_druidLone Druid17.14%13.60.00%0.00%0.00%0.00%0.00%41:1541:1541:1541:1541:1541:1500:0000:00
lionLion112.50%11.40.00%0.00%0.00%0.00%0.00%36:0436:0436:0436:0436:0436:0400:0000:00
tidehunterTidehunter211.76%9.10.00%-46.67%0.00%0.00%0.00%37:0136:0936:0937:5237:5237:5201:4301:16
drow_rangerDrow Ranger210.00%6.80.00%-61.11%0.00%0.00%0.00%28:2327:5627:5628:5028:5028:5000:5400:40
tuskTusk211.11%4.50.00%-43.75%0.00%0.00%0.00%48:1343:5943:5952:2752:2752:2708:2806:16
enchantressEnchantress120.00%2.30.00%0.00%0.00%0.00%0.00%38:1938:1938:1938:1938:1938:1900:0000:00