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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
quelling_bladeQuelling Blade875.54%45.352.87%+3.57%+1.68%-21.05%-22.73%01:09-13:59-11:0901:2906:3652:1913:08
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
antimageAnti-Mage1381.25%100.069.23%+2.56%-35.90%-35.90%0.00%04:59-13:59-10:0404:5209:1225:3019:1614:16
spectreSpectre538.46%95.280.00%+55.00%+20.00%+20.00%0.00%-00:57-08:34-08:3400:2200:4110:4009:1506:51
life_stealerLifestealer2537.31%90.564.00%+11.62%+19.33%-14.00%-33.33%-04:58-13:28-11:45-09:3701:2919:3313:1409:48
miranaMirana220.00%85.7100.00%+50.00%0.00%0.00%0.00%-10:20-10:49-10:49-09:51-09:51-09:5100:5800:42
dragon_knightDragon Knight23.57%81.0100.00%+59.26%0.00%0.00%0.00%02:1001:5401:5402:2602:2602:2600:3200:23
alchemistAlchemist1321.67%76.246.15%-0.66%-12.82%-46.15%-33.33%01:15-13:18-11:3303:2904:2118:1915:5411:46
keeper_of_the_lightKeeper of the Light315.79%71.466.67%+4.17%+33.33%0.00%0.00%14:5306:1206:1213:3724:5124:5118:3913:48
ursaUrsa110.00%66.7100.00%0.00%0.00%0.00%0.00%04:2504:2504:2504:2504:2504:2500:0000:00
treantTreant Protector17.69%61.9100.00%0.00%0.00%0.00%0.00%04:1204:1204:1204:1204:1204:1200:0000:00
phantom_lancerPhantom Lancer450.00%57.125.00%-50.00%+75.00%-25.00%0.00%06:0000:3700:3704:5406:3611:5205:5904:25
gyrocopterGyrocopter24.44%52.450.00%-5.81%-50.00%0.00%0.00%07:5206:1006:1009:3309:3309:3303:2302:30
windrunnerWindranger423.53%47.625.00%-28.85%+75.00%-25.00%0.00%-11:21-11:49-11:49-11:43-11:34-10:1800:1500:11
faceless_voidFaceless Void150.00%42.90.00%0.00%0.00%0.00%0.00%-11:17-11:17-11:17-11:17-11:17-11:1700:0000:00
juggernautJuggernaut112.50%38.10.00%0.00%0.00%0.00%0.00%08:1308:1308:1308:1308:1308:1300:0000:00
puckPuck12.38%33.30.00%0.00%0.00%0.00%0.00%-11:19-11:19-11:19-11:19-11:19-11:1900:0000:00
bloodseekerBloodseeker150.00%28.60.00%0.00%0.00%0.00%0.00%-09:04-09:04-09:04-09:04-09:04-09:0400:0000:00
chaos_knightChaos Knight110.00%23.80.00%0.00%0.00%0.00%0.00%06:2706:2706:2706:2706:2706:2700:0000:00
lone_druidLone Druid418.18%19.00.00%-55.56%0.00%0.00%0.00%29:0308:4808:4821:3433:3252:1924:4418:19
rattletrapClockwerk14.35%14.30.00%0.00%0.00%0.00%0.00%-11:09-11:09-11:09-11:09-11:09-11:0900:0000:00
shadow_demonShadow Demon13.23%9.50.00%0.00%0.00%0.00%0.00%39:3339:3339:3339:3339:3339:3300:0000:00
shredderTimbersaw14.17%4.80.00%0.00%0.00%0.00%0.00%-11:31-11:31-11:31-11:31-11:31-11:3100:0000:00