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DPC2021 Season 1: China Closed Qualifier

DPC2021 S1 China Closed Qualifier, hosted by Perfect World

Median hero gpm: 425

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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
black_king_barBlack King Bar7333.18%97.358.90%+5.35%+20.05%-20.01%-5.24%25:5215:4820:5725:5128:3648:5906:38
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
doom_bringerDoom1100.00%100.0100.00%0.00%0.00%0.00%0.00%18:5318:5318:5318:5318:5318:5300:0000:00
furionNature's Prophet1100.00%97.0100.00%0.00%0.00%0.00%0.00%20:5820:5820:5820:5820:5820:5800:0000:00
nevermoreShadow Fiend1100.00%93.9100.00%0.00%0.00%0.00%0.00%18:3118:3118:3118:3118:3118:3100:0000:00
sand_kingSand King1100.00%90.9100.00%0.00%0.00%0.00%0.00%28:2328:2328:2328:2328:2328:2300:0000:00
kunkkaKunkka3100.00%87.9100.00%0.00%0.00%0.00%0.00%24:0121:2625:1125:2725:2725:2700:1602:14
invokerInvoker1100.00%84.8100.00%0.00%0.00%0.00%0.00%27:3127:3127:3127:3127:3127:3100:0000:00
ursaUrsa1100.00%81.8100.00%0.00%0.00%0.00%0.00%20:5720:5720:5720:5720:5720:5700:0000:00
batriderBatrider4100.00%78.8100.00%0.00%0.00%0.00%0.00%18:2615:4816:2818:2023:0923:0906:4103:19
earth_spiritEarth Spirit466.67%75.8100.00%+11.63%0.00%0.00%0.00%37:1931:2832:3636:1448:5948:5916:2308:02
windrunnerWindranger266.67%72.7100.00%+13.04%0.00%0.00%0.00%22:2319:3925:0625:0625:0625:0600:0003:51
void_spiritVoid Spirit250.00%69.7100.00%+26.19%0.00%0.00%0.00%27:2126:0628:3628:3628:3628:3600:0001:46
linaLina233.33%66.7100.00%+47.27%0.00%0.00%0.00%19:0418:5619:1119:1119:1119:1100:0000:10
phantom_assassinPhantom Assassin3100.00%63.666.67%+7.15%-16.67%+33.33%17.75%24:4621:1825:0627:5527:5527:5502:4903:19
shadow_shamanShadow Shaman228.57%60.6100.00%+38.64%0.00%0.00%0.00%31:0028:2233:3733:3733:3733:3700:0003:42
terrorbladeTerrorblade685.71%57.666.67%-15.76%+33.33%+33.33%0.00%21:0117:0018:1118:1928:3128:3110:2004:56
skeleton_kingWraith King375.00%54.566.67%-7.10%+33.33%-66.67%-10.68%27:2721:1825:5135:1335:1335:1309:2207:05
monkey_kingMonkey King571.43%51.560.00%+2.22%-60.00%+40.00%20.76%20:4118:3319:4120:5824:3024:3004:4902:17
troll_warlordTroll Warlord2100.00%48.550.00%+1.72%0.00%0.00%0.00%26:3226:1626:4826:4826:4826:4800:0000:22
tuskTusk116.67%45.5100.00%0.00%0.00%0.00%0.00%26:5926:5926:5926:5926:5926:5900:0000:00
storm_spiritStorm Spirit3100.00%42.433.33%0.00%+16.67%-33.33%-44.12%25:4723:3826:1727:2527:2527:2501:0801:56
centaurCentaur Warrunner114.29%39.4100.00%0.00%0.00%0.00%0.00%24:3924:3924:3924:3924:3924:3900:0000:00
marsMars375.00%36.433.33%+14.10%+16.67%-33.33%-50.00%25:0720:4427:0127:3727:3727:3700:3603:48
beastmasterBeastmaster360.00%33.333.33%-1.96%+16.67%-33.33%-4.42%34:3426:2033:0144:2044:2044:2011:1909:05
queenofpainQueen of Pain480.00%30.325.00%+10.11%+25.00%-25.00%-3.13%26:1019:1622:0525:1538:0438:0415:5908:18
lycanLycan133.33%27.30.00%0.00%0.00%0.00%0.00%30:1930:1930:1930:1930:1930:1900:0000:00
arc_wardenArc Warden266.67%24.20.00%-31.43%0.00%0.00%0.00%34:5434:1135:3735:3735:3735:3700:0001:00
drow_rangerDrow Ranger3100.00%21.20.00%0.00%0.00%0.00%0.00%25:4921:5824:0231:2631:2631:2607:2404:58
abyssal_underlordUnderlord125.00%18.20.00%0.00%0.00%0.00%0.00%39:4239:4239:4239:4239:4239:4200:0000:00
legion_commanderLegion Commander1100.00%15.20.00%0.00%0.00%0.00%0.00%29:1729:1729:1729:1729:1729:1700:0000:00
earthshakerEarthshaker1100.00%12.10.00%0.00%0.00%0.00%0.00%25:5425:5425:5425:5425:5425:5400:0000:00
medusaMedusa116.67%9.10.00%0.00%0.00%0.00%0.00%35:3235:3235:3235:3235:3235:3200:0000:00
morphlingMorphling3100.00%6.10.00%0.00%0.00%0.00%0.00%25:3218:2928:0530:0230:0230:0201:5706:10
death_prophetDeath Prophet150.00%3.00.00%0.00%0.00%0.00%0.00%21:2821:2821:2821:2821:2821:2800:0000:00