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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
magic_stickMagic Stick167286.19%81.350.42%+43.15%+0.30%+1.02%0.13%03:46-01:29-01:2902:3607:0241:0006:18
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
rikiRiki1100.00%100.0100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
chenChen2100.00%99.1100.00%+100.00%0.00%0.00%0.00%11:2710:5610:5611:5711:5711:5701:0100:45
visageVisage2100.00%98.1100.00%+100.00%0.00%0.00%0.00%08:2502:4102:4114:0914:0914:0911:2808:29
winter_wyvernWinter Wyvern1688.89%97.281.25%+81.25%-6.25%-31.25%-3.21%05:4401:0701:4302:5509:3116:0307:4805:46
drow_rangerDrow Ranger4100.00%96.375.00%+75.00%+25.00%+25.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
baneBane2990.63%95.475.86%-24.14%-4.43%-4.43%0.00%02:54-01:29-01:2901:0605:2918:4706:5805:09
venomancerVenomancer562.50%94.480.00%+46.67%+20.00%+20.00%0.00%05:1400:4700:4705:3805:4309:0404:5603:39
ember_spiritEmber Spirit3597.22%93.568.57%-31.43%+9.21%-1.90%-6.54%03:48-01:2902:1502:4003:5711:1101:4201:15
ancient_apparitionAncient Apparition1083.33%92.670.00%+70.00%+30.00%-20.00%-6.22%06:45-01:2902:4206:1910:4415:5308:0205:57
necrolyteNecrophos9100.00%91.766.67%+66.67%-16.67%-16.67%0.00%02:48-01:29-00:4302:5604:0206:3104:4503:31
enchantressEnchantress14100.00%90.764.29%+64.29%-14.29%+35.71%13.76%06:2601:3203:5806:4307:3611:5003:3802:41
spectreSpectre25100.00%89.864.00%+64.00%-14.00%-14.00%0.00%-00:21-01:29-01:29-01:29-01:2911:5600:0000:00
magnataurMagnus3784.09%88.964.86%-6.57%-9.30%+1.81%1.43%05:19-01:2900:5603:4108:4215:4207:4605:45
elder_titanElder Titan6893.15%88.061.76%+21.76%-14.70%+14.71%5.01%05:44-01:2902:2805:5208:2017:5905:5204:20
dark_willowDark Willow10100.00%87.060.00%+60.00%+6.67%+40.00%6.01%03:36-01:29-01:29-01:2907:0218:4108:3106:18
pugnaPugna5100.00%86.160.00%+60.00%+40.00%+40.00%0.00%04:5701:3801:3802:4503:5414:1202:1601:40
abyssal_underlordUnderlord5100.00%85.260.00%+60.00%+40.00%-60.00%-100.00%02:29-01:29-01:2900:5901:0011:1502:2901:50
doom_bringerDoom2270.97%84.363.64%-3.03%+19.69%-23.64%-12.15%03:04-01:29-01:2902:1705:0312:0806:3204:50
linaLina1640.00%83.368.75%+18.75%+31.25%-18.75%-20.00%04:10-00:1702:0702:3904:3717:4002:3001:51
rubickRubick1794.44%82.458.82%+58.82%+16.18%-8.82%-4.27%03:48-01:29-01:2903:1207:2013:4108:4906:31
disruptorDisruptor3692.31%81.558.33%+25.00%-25.00%+8.34%3.70%05:18-01:2900:1404:1709:1416:4909:0006:40
kunkkaKunkka1875.00%80.661.11%+27.78%+18.89%-11.11%-5.50%06:13-01:2903:1206:2108:3911:1005:2704:02
monkey_kingMonkey King3572.92%79.660.00%+6.15%+6.67%-15.56%-3.61%04:35-01:2901:0203:4707:1118:5006:0904:33
morphlingMorphling2893.33%78.757.14%-42.86%-14.28%+28.57%34.28%00:38-01:29-01:29-01:2902:4408:5504:1303:07
faceless_voidFaceless Void1493.33%77.857.14%-42.86%-32.14%+42.86%18.44%02:53-01:29-01:29-01:2905:3318:1707:0205:12
terrorbladeTerrorblade1982.61%76.957.89%+32.89%-17.89%+22.11%40.00%00:06-01:29-01:29-01:2900:5009:0102:1901:42
legion_commanderLegion Commander2586.21%75.956.00%+31.00%-6.00%+10.67%2.35%07:30-01:2902:2907:4209:3425:1707:0505:14
tuskTusk787.50%75.057.14%+57.14%-57.14%+42.86%56.07%04:0400:1202:2704:1204:1407:2201:4701:19
bloodseekerBloodseeker787.50%74.157.14%-42.86%+42.86%-57.14%-100.00%01:42-01:29-01:29-01:29-01:2112:0000:0800:05
templar_assassinTemplar Assassin1275.00%73.158.33%-16.67%+8.34%-58.33%-15.94%04:02-01:2900:2203:4604:3314:3804:1103:05
ogre_magiOgre Magi2090.91%72.255.00%+5.00%-15.00%+5.00%8.16%02:33-01:29-01:2902:1703:5614:3105:2504:00
lionLion4287.50%71.354.76%+21.43%-0.21%+5.24%1.11%02:51-01:29-01:2902:0606:2409:1807:5305:50
nyx_assassinNyx Assassin990.00%70.455.56%+55.56%-5.56%+44.44%6.38%04:38-01:2900:0305:0907:5309:0307:5005:48
earth_spiritEarth Spirit990.00%69.455.56%+55.56%-5.56%+44.44%6.25%06:4601:1001:2909:1609:2912:2308:0005:55
tidehunterTidehunter6298.41%68.553.23%+53.23%+3.02%+6.77%0.56%04:23-01:29-01:2901:5808:0941:0009:3807:08
razorRazor1191.67%67.654.55%-45.45%+45.45%-54.55%-21.98%03:46-01:29-01:2904:4806:0208:5307:3105:34
undyingUndying1191.67%66.754.55%-45.45%+12.12%-21.22%-6.12%03:49-01:29-01:2903:2006:5611:0008:2506:14
earthshakerEarthshaker5081.97%65.754.00%+17.64%-23.23%-12.33%1.77%05:32-01:2901:1602:3507:2631:4006:1004:34
silencerSilencer2596.15%64.852.00%+52.00%+14.67%-18.67%-5.42%03:46-01:2900:4703:0306:5610:2406:0904:33
lunaLuna2191.30%63.952.38%-47.62%+7.62%-12.38%-20.00%00:25-01:29-01:29-01:2901:1112:1602:4001:58
tinyTiny4887.27%63.052.08%-5.06%-2.08%+14.59%4.93%02:23-01:29-01:2900:4004:5216:1606:2104:42
abaddonAbaddon8100.00%62.050.00%+50.00%0.00%0.00%0.00%03:33-01:29-01:29-01:2904:0417:0905:3304:06
slardarSlardar8100.00%61.150.00%+50.00%0.00%+50.00%7.04%06:21-01:2900:1705:4907:2321:4607:0605:15
chaos_knightChaos Knight4100.00%60.250.00%+50.00%+50.00%+50.00%0.00%-00:36-01:29-01:29-01:29-01:2902:0400:0000:00
juggernautJuggernaut8100.00%59.350.00%+50.00%+50.00%-50.00%-100.00%00:44-01:29-01:29-01:2900:4209:5602:1101:37
phantom_lancerPhantom Lancer4100.00%58.350.00%+50.00%+50.00%+50.00%0.00%-00:47-01:29-01:29-01:29-01:2201:1100:0700:05
lichLich2100.00%57.450.00%+50.00%-50.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
slarkSlark8100.00%56.550.00%+50.00%0.00%0.00%0.00%00:18-01:29-01:29-01:2900:5305:2202:2201:45
void_spiritVoid Spirit4297.67%55.650.00%+50.00%-4.55%-10.00%-1.10%04:47-01:2902:2003:4807:1614:0004:5603:39
weaverWeaver5096.15%54.650.00%+50.00%+11.54%-16.67%-4.85%03:05-01:29-01:2901:2607:1819:0308:4706:30
medusaMedusa2696.30%53.750.00%+50.00%-7.14%+16.67%6.11%02:33-01:29-01:2901:0705:2314:0706:5205:05
storm_spiritStorm Spirit4493.62%52.850.00%+50.00%+13.64%+4.55%-2.83%04:0101:1402:0402:3605:1715:1303:1302:22
furionNature's Prophet1252.17%51.958.33%-5.31%+41.67%+8.34%-3.11%07:02-01:2900:4905:0111:3122:5910:4207:55
skeleton_kingWraith King1090.91%50.950.00%-50.00%+16.67%+50.00%7.33%02:23-01:29-01:2901:0206:0212:0107:3105:34
dawnbreakerDawnbreaker13100.00%50.046.15%+46.15%+20.52%+20.52%0.00%05:54-01:29-01:2402:0409:2429:5710:4808:00
miranaMirana1593.75%49.146.67%-53.33%+28.33%+3.33%-3.62%07:03-01:2902:0106:1108:5520:1406:5405:06
shredderTimbersaw11100.00%48.145.45%+45.45%-45.45%+21.22%66.67%01:16-01:29-01:2901:1601:4007:2403:0902:20
nevermoreShadow Fiend9100.00%47.244.44%+44.44%+55.56%+55.56%0.00%03:00-01:29-01:2903:4104:1206:4105:4104:12
centaurCentaur Warrunner480.00%46.350.00%+50.00%-50.00%-50.00%0.00%08:2900:5300:5305:3011:2416:0810:3107:47
ursaUrsa21100.00%45.442.86%+42.86%-22.86%+17.14%40.00%01:07-01:29-01:29-01:2901:4414:4303:1302:22
shadow_shamanShadow Shaman7100.00%44.442.86%+42.86%+7.14%-42.86%-50.00%01:00-01:29-01:29-01:2901:1108:4102:4001:58
troll_warlordTroll Warlord1493.33%43.542.86%+42.86%+7.14%-9.53%-16.67%-00:16-01:29-01:29-01:2901:0504:4102:3401:54
snapfireSnapfire5488.52%42.642.59%-28.84%+0.27%-11.82%-1.94%03:53-01:29-01:2902:0507:4222:3409:1106:48
phoenixPhoenix2496.00%41.741.67%-58.33%+8.33%-8.34%-1.93%05:34-01:29-01:2907:4810:0616:4211:3508:34
life_stealerLifestealer981.82%40.744.44%-5.56%+5.56%-44.44%-4.91%06:22-01:29-01:2904:4711:4023:3513:0909:44
treantTreant Protector1292.31%39.841.67%+41.67%-8.34%-41.67%-4.80%06:10-01:2902:4304:5109:4013:0206:5705:08
oracleOracle5100.00%38.940.00%+40.00%+60.00%-40.00%-14.93%04:22-01:29-01:2902:4608:1110:5709:4007:09
phantom_assassinPhantom Assassin5100.00%38.040.00%+40.00%-40.00%-40.00%0.00%00:43-01:29-01:29-01:29-01:2909:2900:0000:00
witch_doctorWitch Doctor5100.00%37.040.00%+40.00%-40.00%-40.00%0.00%01:23-01:29-01:2901:4802:5805:0604:2703:17
bounty_hunterBounty Hunter5100.00%36.140.00%+40.00%-40.00%+60.00%17.75%05:5200:4700:4705:3506:2511:0805:3804:10
clinkzClinkz975.00%35.244.44%+11.11%-44.44%-44.44%0.00%02:29-01:29-01:29-01:2902:3614:0704:0503:01
wispIo5998.33%34.338.98%+38.98%-12.31%+1.02%4.28%02:40-01:2900:5502:3604:0211:5203:0702:18
hoodwinkHoodwink8100.00%33.337.50%+37.50%+12.50%-37.50%-5.59%04:20-01:29-01:29-01:2910:2616:3011:5508:49
queenofpainQueen of Pain16100.00%32.437.50%+37.50%-12.50%-12.50%0.00%05:00-01:2902:5203:2106:2116:1903:2902:34
svenSven1885.71%31.538.89%+5.56%+21.11%-13.89%0.00%-00:50-01:29-01:29-01:29-01:2905:5000:0000:00
dragon_knightDragon Knight1995.00%30.636.84%+36.84%+23.16%+3.16%-6.15%02:36-01:29-01:2902:2304:4409:3006:1304:36
invokerInvoker2068.97%29.640.00%+6.67%+40.00%+20.00%-4.14%04:5800:2701:3602:3006:2614:1004:5003:34
pangolierPangolier14100.00%28.735.71%+35.71%-10.71%-2.38%3.20%02:12-01:2900:4201:4103:1808:4202:3601:55
antimageAnti-Mage266.67%27.850.00%+50.00%+50.00%0.00%0.00%01:1500:5900:5901:3001:3001:3000:3100:22
grimstrokeGrimstroke266.67%26.950.00%+50.00%+50.00%0.00%-7.67%03:16-01:29-01:2908:0008:0008:0009:2907:01
rattletrapClockwerk17100.00%25.935.29%+35.29%-10.29%+14.71%4.97%04:00-01:2901:0504:4506:0710:1105:0203:43
leshracLeshrac23100.00%25.034.78%+34.78%-1.45%+15.22%3.95%04:0701:0702:0702:2106:2014:0504:1303:07
sand_kingSand King1794.44%24.135.29%+35.29%+14.71%-35.29%-7.92%04:28-01:2900:0803:0306:2716:2906:1904:40
death_prophetDeath Prophet6100.00%23.133.33%+33.33%+16.67%-33.33%-8.67%04:5502:1302:2502:5508:1109:0405:4604:16
vengefulspiritVengeful Spirit9100.00%22.233.33%+33.33%-33.33%-33.33%0.00%06:17-01:2900:2704:3706:3419:5506:0704:31
viperViper3100.00%21.333.33%+33.33%-33.33%0.00%3.97%05:4501:0601:0606:3809:3009:3008:2406:13
night_stalkerNight Stalker1890.00%20.433.33%-66.67%+6.67%-8.33%-6.29%01:22-01:29-01:2901:0003:5207:3405:2103:57
marsMars3995.12%19.430.77%-19.23%+9.23%+9.23%0.00%04:32-01:2900:5602:5407:5216:1806:5605:08
puckPuck1578.95%18.533.33%-66.67%+16.67%-8.33%-25.00%03:2300:0402:1602:3903:1108:2000:5500:40
windrunnerWindranger562.50%17.640.00%-60.00%-40.00%-40.00%0.00%06:5602:2002:2007:4508:5513:1506:3504:52
beastmasterBeastmaster436.36%16.750.00%+7.14%+50.00%-50.00%-5.99%12:36-01:29-01:2911:0618:1122:3519:4014:34
dark_seerDark Seer777.78%15.728.57%+28.57%-28.57%+21.43%18.99%07:2203:5904:5906:5007:3714:0902:3801:57
shadow_demonShadow Demon770.00%14.828.57%-4.76%+71.43%-28.57%-11.70%04:41-01:29-01:29-01:2510:0217:1711:3108:31
gyrocopterGyrocopter1789.47%13.923.53%+23.53%+26.47%-23.53%-50.00%01:06-01:29-01:2900:4901:3609:0303:0502:17
skywrath_mageSkywrath Mage880.00%13.025.00%-25.00%+25.00%-25.00%-12.99%04:23-01:2901:3602:1605:2711:3403:5102:51
lycanLycan413.33%12.050.00%+7.69%+50.00%+50.00%0.00%-01:03-01:29-01:29-01:29-01:2900:1700:0000:00
batriderBatrider583.33%11.120.00%+20.00%-20.00%-20.00%0.00%09:0303:0603:0609:5011:3112:5408:2506:14
bristlebackBristleback583.33%10.220.00%-80.00%-20.00%-20.00%0.00%03:06-01:29-01:2900:5200:5614:2302:2501:47
crystal_maidenCrystal Maiden342.86%9.333.33%-16.67%-33.33%0.00%7.14%04:0702:1902:1903:0306:5906:5904:4003:27
omniknightOmniknight1100.00%8.30.00%0.00%0.00%0.00%0.00%04:5904:5904:5904:5904:5904:5900:0000:00
warlockWarlock1100.00%7.40.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
sniperSniper120.00%6.50.00%0.00%0.00%0.00%0.00%-00:14-00:14-00:14-00:14-00:14-00:1400:0000:00
jakiroJakiro350.00%5.60.00%-33.33%0.00%0.00%0.00%01:02-01:29-01:2901:0103:3303:3305:0203:43
brewmasterBrewmaster3100.00%4.60.00%0.00%0.00%0.00%0.00%05:32-01:29-01:2902:5015:1515:1516:4412:23
tinkerTinker110.00%3.70.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
dazzleDazzle1100.00%2.80.00%0.00%0.00%0.00%0.00%02:3602:3602:3602:3602:3602:3600:0000:00
keeper_of_the_lightKeeper of the Light1100.00%1.90.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
axeAxe150.00%0.90.00%0.00%0.00%0.00%0.00%09:2509:2509:2509:2509:2509:2500:0000:00