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Dota Pro Circuit 2023 Winter Tour - Division I and Major

Division I regional leagues and Lima Major 2023

Average Roshan kills per game by Radiant: 1.0817

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 Blade246540.34%42.748.97%+15.37%-3.52%+3.79%0.00%00:17-01:30-01:29-01:29-01:2950:1400:00
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
lone_druidLone Druid7100.00%100.085.71%+85.71%+14.29%+14.29%0.00%-01:29-01:30-01:29-01:29-01:29-01:2900:0000:00
skeleton_kingWraith King10100.00%99.170.00%+70.00%-36.67%+30.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
phantom_lancerPhantom Lancer11100.00%98.263.64%+63.64%+36.36%+3.03%0.00%-01:29-01:30-01:29-01:29-01:29-01:2800:0000:00
lunaLuna541.67%97.380.00%+37.14%+20.00%+20.00%0.00%03:15-01:29-01:29-01:2910:0310:3911:3208:32
brewmasterBrewmaster1885.71%96.461.11%+61.11%-1.11%+13.89%0.00%-01:29-01:30-01:29-01:29-01:29-01:2800:0000:00
templar_assassinTemplar Assassin2762.79%95.562.96%+6.71%-34.39%+22.75%57.14%00:12-01:29-01:29-01:29-01:2812:5300:0100:00
linaLina3924.53%94.666.67%+13.34%-16.67%+3.33%13.04%01:31-01:29-01:29-01:2903:0121:4604:3003:20
bounty_hunterBounty Hunter222.22%93.8100.00%+57.14%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
pangolierPangolier14397.95%92.956.64%+23.31%-9.42%-3.86%0.00%-01:28-01:30-01:29-01:29-01:2900:1300:0000:00
enchantressEnchantress711.11%92.085.71%+39.28%+14.29%+14.29%0.00%15:48-01:2902:5511:4819:5138:4716:5612:32
lycanLycan31100.00%91.154.84%+54.84%-29.84%+20.16%0.00%-01:23-01:29-01:29-01:29-01:2901:2900:0000:00
ember_spiritEmber Spirit15397.45%90.253.59%+53.59%-3.59%-3.59%0.00%-01:26-01:30-01:29-01:29-01:2903:1600:0000:00
tinyTiny9640.85%89.357.29%+5.49%-3.12%+9.38%0.00%-00:12-01:30-01:29-01:29-01:2920:5900:0000:00
ursaUrsa83100.00%88.451.81%+51.81%-23.24%+5.33%0.00%-01:29-01:30-01:29-01:29-01:29-01:2800:0000:00
naga_sirenNaga Siren6790.54%87.552.24%+9.38%+6.58%+12.47%0.00%-01:18-01:29-01:29-01:29-01:2901:2300:0000:00
snapfireSnapfire2817.28%86.664.29%+11.30%-7.15%+7.14%1.50%06:07-01:29-01:2905:2711:0228:3012:3109:16
marciMarci4555.56%85.755.56%-5.55%-10.11%-1.01%0.00%00:31-01:29-01:29-01:29-01:2924:4800:0000:00
terrorbladeTerrorblade6598.48%84.850.77%-49.23%-0.77%+11.73%0.00%-01:22-01:30-01:29-01:29-01:2905:2000:0000:00
slarkSlark4792.16%83.951.06%+26.06%+15.61%-1.06%0.00%-01:29-01:29-01:29-01:29-01:29-01:2100:0000:00
sand_kingSand King2100.00%83.050.00%+50.00%+50.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
bristlebackBristleback4100.00%82.150.00%+50.00%+50.00%-50.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
broodmotherBroodmother5859.79%81.353.45%-13.22%-0.12%+3.69%3.81%-01:10-01:30-01:29-01:29-01:2801:3400:0100:00
shredderTimbersaw4783.93%80.451.06%-4.50%-17.73%-1.06%0.00%-01:22-01:29-01:29-01:29-01:2904:0000:0000:00
monkey_kingMonkey King5690.32%79.550.00%0.00%-14.29%+7.14%0.00%00:11-01:29-01:29-01:29-01:2942:4800:0000:00
sniperSniper2549.02%78.656.00%+2.15%+10.67%-6.00%0.00%-00:51-01:29-01:29-01:29-01:2906:2300:0000:00
tidehunterTidehunter3175.61%77.751.61%-18.39%-14.11%-14.11%0.00%-01:07-01:29-01:29-01:29-01:2904:3200:0000:00
faceless_voidFaceless Void39100.00%76.848.72%+48.72%-18.72%-8.72%0.00%-01:26-01:30-01:29-01:29-01:2900:0700:0000:00
chaos_knightChaos Knight4295.45%75.947.62%-2.38%+25.11%+2.38%0.00%-01:04-01:30-01:29-01:29-01:2905:0100:0000:00
keeper_of_the_lightKeeper of the Light923.08%75.066.67%+6.67%+33.33%+33.33%0.00%01:01-01:29-01:29-01:2900:2009:3601:4901:20
abyssal_underlordUnderlord2191.30%74.147.62%-2.38%-7.62%-7.62%0.00%-01:29-01:29-01:29-01:29-01:29-01:2300:0000:00
phoenixPhoenix66.90%73.283.33%+38.89%+16.67%-83.33%0.00%13:59-01:29-01:29-01:2824:4250:1426:1119:23
treantTreant Protector145.81%72.371.43%+19.89%+28.57%-4.76%-2.29%15:1104:3906:3514:3821:0927:3814:3410:47
primal_beastPrimal Beast6068.18%71.448.33%-8.81%-8.33%-1.66%0.00%01:14-01:29-01:29-01:29-01:2943:1000:0000:00
death_prophetDeath Prophet5129.82%70.552.94%+4.61%+8.60%+0.91%-2.02%01:50-01:30-01:29-01:2905:1719:2306:4605:00
beastmasterBeastmaster7786.52%69.645.45%+3.78%+12.44%-3.34%0.00%-00:37-01:29-01:29-01:29-01:2932:2700:0000:00
spectreSpectre36100.00%68.844.44%+44.44%0.00%+22.23%0.00%-01:29-01:30-01:29-01:29-01:29-01:2700:0000:00
undyingUndying1813.43%67.961.11%+11.97%-41.11%+13.89%4.86%12:26-01:29-01:2508:2712:4449:2814:0910:28
troll_warlordTroll Warlord39100.00%67.043.59%+43.59%+6.41%+6.41%0.00%-00:44-01:30-01:29-01:29-01:2907:2400:0000:00
void_spiritVoid Spirit23100.00%66.143.48%+43.48%+6.52%+6.52%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
witch_doctorWitch Doctor125.00%65.2100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
life_stealerLifestealer14100.00%64.342.86%+42.86%+7.14%+23.81%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
dawnbreakerDawnbreaker2165.63%63.447.62%+20.35%-7.62%-7.62%0.00%-01:05-01:29-01:29-01:29-01:2802:4500:0100:00
bloodseekerBloodseeker4095.24%62.542.50%-7.50%-12.50%+17.50%0.00%-01:10-01:30-01:29-01:29-01:2905:3800:0000:00
rikiRiki1819.57%61.655.56%-3.90%+44.44%-5.56%-2.92%10:50-01:29-01:29-01:2918:3643:4820:0514:52
earth_spiritEarth Spirit28.70%60.7100.00%+66.67%0.00%0.00%0.00%13:1606:3206:3219:5919:5919:5913:2709:57
kunkkaKunkka42100.00%59.840.48%+40.48%+14.07%-20.48%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
centaurCentaur Warrunner2850.91%58.946.43%-5.42%-3.57%+10.71%0.00%-00:35-01:29-01:29-01:29-01:2911:5800:0000:00
tuskTusk13156.71%58.042.75%-3.25%-3.36%+5.73%0.00%-00:22-01:30-01:29-01:29-01:2935:0500:0000:00
rubickRubick4815.24%57.150.00%+0.94%-8.33%-16.67%-0.77%06:10-01:29-01:2901:4012:1831:2913:4710:12
dark_seerDark Seer3069.77%56.343.33%-2.82%+6.67%+13.81%0.00%-01:24-01:29-01:29-01:29-01:2900:5100:0000:00
batriderBatrider97.50%55.466.67%+14.42%+33.33%-66.67%-18.75%03:00-01:29-01:29-01:2906:4919:1708:1806:08
shadow_shamanShadow Shaman120.00%54.5100.00%0.00%0.00%0.00%0.00%12:1912:1912:1912:1912:1912:1900:0000:00
magnataurMagnus4484.62%53.638.64%+1.14%-20.46%+25.00%0.00%-00:52-01:30-01:29-01:29-01:2917:0800:0000:00
rattletrapClockwerk1712.98%52.752.94%+0.31%+22.06%+22.06%0.00%07:05-01:29-01:2906:4212:3624:0014:0510:25
pudgePudge1033.33%51.850.00%-10.00%+16.67%-50.00%-66.67%00:22-01:29-01:29-01:29-00:3914:4900:5000:37
drow_rangerDrow Ranger3137.80%50.941.94%-7.08%+8.06%-4.44%0.00%-00:25-01:30-01:29-01:29-01:2911:4700:0000:00
marsMars6586.67%50.035.38%-4.62%+2.12%+8.37%0.00%-00:43-01:30-01:29-01:29-01:2916:0100:0000:00
vengefulspiritVengeful Spirit116.67%49.1100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
miranaMirana127.69%48.258.33%+10.41%+41.67%-58.33%-100.00%03:42-01:29-01:29-01:2901:3728:3603:0602:17
phantom_assassinPhantom Assassin6100.00%47.333.33%+33.33%+16.67%+66.67%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
axeAxe3100.00%46.433.33%+33.33%-33.33%0.00%0.00%-01:29-01:30-01:30-01:29-01:29-01:2900:0100:00
alchemistAlchemist6100.00%45.533.33%+33.33%+16.67%-33.33%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
dragon_knightDragon Knight4593.75%44.633.33%0.00%-6.06%+3.03%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
doom_bringerDoom5274.29%43.834.62%-15.38%+3.84%+3.84%0.00%-00:15-01:30-01:29-01:29-01:2822:2800:0100:00
spirit_breakerSpirit Breaker828.57%42.950.00%0.00%0.00%-50.00%-4.29%09:12-01:29-01:29-01:2813:0842:5714:3710:49
nyx_assassinNyx Assassin317.65%42.066.67%+9.53%-66.67%0.00%0.00%11:4807:2907:2912:5015:0515:0507:3605:37
furionNature's Prophet84.19%41.162.50%+9.49%+37.50%-62.50%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
skywrath_mageSkywrath Mage315.79%40.266.67%+16.67%+33.33%0.00%-10.20%09:1407:3307:3309:1910:4910:4903:1602:25
wispIo315.79%39.366.67%+4.17%+33.33%0.00%-2.39%09:11-01:29-01:2913:3815:2415:2416:5312:30
crystal_maidenCrystal Maiden1211.88%38.450.00%+5.06%-16.67%-16.67%0.00%05:48-01:30-01:29-01:2910:5638:3812:2509:11
morphlingMorphling2028.99%37.540.00%-19.18%0.00%0.00%0.00%-01:14-01:29-01:29-01:29-01:2903:3000:0000:00
venomancerVenomancer111.11%36.6100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
visageVisage1229.27%35.741.67%-20.40%-8.34%-8.34%0.00%-00:59-01:29-01:29-01:29-01:2901:3800:0000:00
enigmaEnigma2129.58%34.838.10%-27.90%-18.10%+1.90%3.46%02:53-01:29-01:29-01:2807:1619:4908:4506:28
hoodwinkHoodwink77.61%33.957.14%+19.49%-7.14%+42.86%50.00%00:12-01:29-01:29-01:29-01:2806:1600:0100:00
disruptorDisruptor77.14%33.057.14%0.00%-7.14%-7.14%0.00%07:59-01:30-01:2507:5309:3120:0310:5608:05
svenSven2978.38%32.127.59%-34.91%-27.59%+15.27%0.00%00:11-01:29-01:29-01:29-01:2946:2900:0000:00
ogre_magiOgre Magi18.33%31.3100.00%0.00%0.00%0.00%0.00%23:1923:1923:1923:1923:1923:1900:0000:00
antimageAnti-Mage4100.00%30.425.00%+25.00%+75.00%-25.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
slardarSlardar4100.00%29.525.00%+25.00%-25.00%-25.00%0.00%-01:26-01:29-01:29-01:29-01:29-01:1800:0000:00
omniknightOmniknight17.14%28.6100.00%0.00%0.00%0.00%0.00%08:0508:0508:0508:0508:0508:0500:0000:00
earthshakerEarthshaker417.39%27.750.00%-7.89%-50.00%+50.00%0.00%07:09-01:29-01:29-01:2913:5017:4415:1911:20
dark_willowDark Willow14.76%26.8100.00%0.00%0.00%0.00%0.00%-01:28-01:28-01:28-01:28-01:28-01:2800:0000:00
night_stalkerNight Stalker5100.00%25.920.00%+20.00%-20.00%-20.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
legion_commanderLegion Commander1979.17%25.021.05%+1.05%-1.05%-21.05%0.00%00:01-01:29-01:29-01:29-01:2927:0500:0000:00
nevermoreShadow Fiend813.79%24.137.50%-10.50%+62.50%-37.50%0.00%02:35-01:29-01:29-01:2805:2513:4206:5405:06
weaverWeaver220.00%23.250.00%+25.00%+50.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
medusaMedusa342.86%22.333.33%+33.33%-33.33%0.00%33.33%-01:21-01:29-01:29-01:20-01:15-01:1500:1400:10
elder_titanElder Titan218.18%21.450.00%-5.56%+50.00%0.00%0.00%17:5304:0904:0931:3631:3631:3627:2720:20
techiesTechies617.14%20.533.33%-8.05%-33.33%-33.33%0.00%02:00-01:29-01:29-01:2908:0508:0709:3407:05
shadow_demonShadow Demon721.88%19.628.57%-15.43%+21.43%-28.57%0.00%04:58-01:29-01:28-00:5609:0417:3510:3207:48
razorRazor323.08%18.833.33%-26.67%-33.33%0.00%0.00%05:01-01:29-01:2908:0208:2908:2909:5807:22
gyrocopterGyrocopter550.00%17.920.00%0.00%-20.00%+80.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
jakiroJakiro320.00%17.033.33%0.00%-33.33%0.00%4.20%02:09-01:29-01:29-01:2909:2509:2510:5408:04
zuusZeus24.08%16.150.00%+5.32%-50.00%0.00%0.00%15:0412:1212:1217:5517:5517:5505:4304:14
silencerSilencer22.25%15.250.00%+1.72%+50.00%0.00%0.00%07:19-01:28-01:2816:0616:0616:0617:3413:00
viperViper418.18%14.325.00%-30.56%-25.00%-25.00%0.00%04:40-01:29-01:29-01:2907:3414:0409:0306:42
leshracLeshrac55.15%13.420.00%-38.70%+80.00%-20.00%0.00%12:06-01:29-01:2911:1224:2827:4825:5719:13
windrunnerWindranger112.50%12.50.00%0.00%0.00%0.00%0.00%10:5910:5910:5910:5910:5910:5900:0000:00
baneBane214.29%11.60.00%-41.67%0.00%0.00%0.00%12:5912:2012:2013:3713:3713:3701:1700:57
meepoMeepo1100.00%10.70.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
invokerInvoker12.94%9.80.00%0.00%0.00%0.00%0.00%07:2807:2807:2807:2807:2807:2800:0000:00
abaddonAbaddon18.33%8.90.00%0.00%0.00%0.00%0.00%07:2907:2907:2907:2907:2907:2900:0000:00
juggernautJuggernaut4100.00%8.00.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
puckPuck11.52%7.10.00%0.00%0.00%0.00%0.00%17:2917:2917:2917:2917:2917:2900:0000:00
oracleOracle120.00%6.30.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
arc_wardenArc Warden114.29%5.40.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
pugnaPugna321.43%4.50.00%-72.73%0.00%0.00%0.00%05:48-01:29-01:2906:3412:1812:1813:4710:12
storm_spiritStorm Spirit25.26%3.60.00%-52.78%0.00%0.00%0.00%32:0727:3327:3336:4136:4136:4109:0806:45
lichLich111.11%2.70.00%0.00%0.00%0.00%0.00%18:1718:1718:1718:1718:1718:1700:0000:00
ancient_apparitionAncient Apparition133.33%1.80.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
queenofpainQueen of Pain15.00%0.90.00%0.00%0.00%0.00%0.00%24:1624:1624:1624:1624:1624:1600:0000:00