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Dota Pro Circuit 2023 Winter Tour - Division I and Major

Division I regional leagues and Lima Major 2023

Average creeps kills per game by Radiant: 1054.9202

HeroPickedWinrate
night_stalkerNight Stalker520.00%

Items category:
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.
Columns
TotalWinrate shiftsTimings
ItemPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
wind_laceWind Lace120.00%100.0100.00%0.00%0.00%0.00%0.00%15:0215:0215:0215:0215:0215:0200:0000:00
ultimate_scepterAghanim's Scepter240.00%92.950.00%+50.00%-50.00%0.00%0.00%23:5820:3920:3927:1627:1627:1606:3704:54
magic_wandMagic Wand360.00%85.733.33%+33.33%+66.67%0.00%0.00%09:1201:0701:0708:2418:0618:0616:5912:34
blinkBlink Dagger360.00%78.633.33%+33.33%+66.67%0.00%0.00%23:1418:3718:3720:4530:2130:2111:4408:41
quelling_bladeQuelling Blade5100.00%71.420.00%+20.00%-20.00%-20.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
bootsBoots of Speed5100.00%64.320.00%+20.00%-20.00%-20.00%0.00%06:5403:0103:0108:1408:2809:4705:2704:02
aghanims_shardAghanim's Shard5100.00%57.120.00%+20.00%+80.00%-20.00%-61.86%16:5015:0015:0015:4516:3721:4901:3701:11
chainmailChainmail480.00%50.025.00%+25.00%-25.00%-25.00%0.00%11:3405:3905:3907:3315:1517:4809:3607:06
helm_of_iron_willHelm of Iron Will480.00%42.925.00%+25.00%-25.00%-25.00%0.00%03:2702:4102:4103:1903:5403:5501:1300:54
magic_stickMagic Stick480.00%35.725.00%+25.00%+75.00%-25.00%0.00%02:59-01:29-01:29-01:29-01:2916:2200:0000:00
phase_bootsPhase Boots480.00%28.625.00%+25.00%-25.00%-25.00%0.00%12:0006:5206:5207:5415:2617:4808:3406:20
armletArmlet of Mordiggian480.00%21.425.00%+25.00%-25.00%+75.00%0.00%09:2407:4707:4708:1709:1512:1701:2801:05
black_king_barBlack King Bar360.00%14.30.00%-50.00%0.00%0.00%0.00%23:2516:0616:0621:2732:4132:4116:3512:17
basherSkull Basher120.00%7.10.00%0.00%0.00%0.00%0.00%28:4928:4928:4928:4928:4928:4900:0000:00