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The International 2019 Qualifiers

Dota 2 World Championships Qualifiers

Total buybacks: 1785

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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
bootsBoots of Speed264698.73%67.649.96%+49.21%+0.64%-4.57%-1.65%04:52-01:2903:0404:4506:1360:3002:20
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
bloodseekerBloodseeker2100.00%100.0100.00%+100.00%0.00%0.00%0.00%02:4302:3202:3202:5402:5402:5400:2200:16
vengefulspiritVengeful Spirit3100.00%99.1100.00%+100.00%0.00%0.00%0.00%04:4903:1803:1805:0506:0406:0402:4602:02
abyssal_underlordUnderlord1100.00%98.2100.00%0.00%0.00%0.00%0.00%03:4703:4703:4703:4703:4703:4700:0000:00
terrorbladeTerrorblade6100.00%97.383.33%+83.33%-33.33%+16.67%50.00%06:3705:1705:3205:3706:2010:4400:4800:35
phantom_assassinPhantom Assassin4100.00%96.575.00%+75.00%+25.00%+25.00%0.00%05:4405:1705:1705:2105:2406:5500:0700:05
rikiRiki4100.00%95.675.00%+75.00%+25.00%+25.00%0.00%02:3701:0801:0802:0102:4304:3401:3501:10
chaos_knightChaos Knight4100.00%94.775.00%+75.00%+25.00%-75.00%-37.74%04:3502:1602:1603:1804:5507:4902:3901:57
skywrath_mageSkywrath Mage3100.00%93.866.67%+66.67%+33.33%0.00%-3.21%06:2402:0802:0804:3212:3112:3110:2307:41
lionLion6100.00%92.966.67%+66.67%+33.33%-66.67%-21.20%03:09-01:2901:4402:2606:2706:4204:4303:29
dark_willowDark Willow30100.00%92.066.67%+66.67%-16.67%+4.76%5.79%03:26-01:2901:3803:3105:2009:2303:4202:44
phantom_lancerPhantom Lancer6100.00%91.266.67%+66.67%+33.33%-66.67%0.00%06:2504:5205:2905:3507:1309:0901:4401:17
beastmasterBeastmaster41100.00%90.365.85%+65.85%-15.85%+14.15%12.16%04:3101:4702:5803:5205:2611:0402:2801:49
baneBane23100.00%89.465.22%+65.22%-15.22%+1.45%5.53%07:1402:3005:0605:5508:0716:2303:0102:14
axeAxe37100.00%88.564.86%+64.86%+12.92%+1.81%-4.25%04:1901:4402:4103:4605:1808:3502:3701:56
templar_assassinTemplar Assassin14100.00%87.664.29%+64.29%+10.71%+2.38%-8.33%05:5804:5605:2705:4706:2107:5100:5400:40
wispIo413.33%86.7100.00%+50.00%0.00%0.00%0.00%32:0020:1120:1120:2826:5260:3006:4104:57
dragon_knightDragon Knight11100.00%85.863.64%+63.64%-30.31%+3.03%33.34%05:3102:4004:5104:5805:4409:2000:5300:39
nyx_assassinNyx Assassin30100.00%85.063.33%+63.33%+11.67%-6.19%-5.95%03:26-01:2902:1903:3205:1915:2003:0002:13
dazzleDazzle16100.00%84.162.50%+62.50%+37.50%-37.50%-40.18%04:4502:3403:1604:0105:0808:3101:5201:22
treantTreant Protector16100.00%83.262.50%+62.50%+12.50%+12.50%0.00%05:0301:0803:3804:4605:2908:3301:5101:22
tinyTiny35100.00%82.360.00%+60.00%-4.44%+6.67%11.11%00:43-01:29-01:2900:1501:5205:3603:2102:28
phoenixPhoenix15100.00%81.460.00%+60.00%+15.00%+15.00%0.00%05:1701:3502:0805:2005:5811:2703:5002:50
slardarSlardar5100.00%80.560.00%+60.00%+40.00%-60.00%-46.88%03:1801:4501:4503:4603:5303:5402:0801:34
undyingUndying15100.00%79.660.00%+60.00%-35.00%+15.00%11.63%07:1800:3303:4505:5108:0326:0104:1803:11
obsidian_destroyerOutworld Destroyer42100.00%78.859.52%+59.52%-4.97%+10.48%7.79%05:2301:5204:3205:1506:3107:2301:5901:28
pugnaPugna12100.00%77.958.33%+58.33%+8.34%-25.00%-21.51%04:4703:0703:5604:5905:2905:4701:3301:08
slarkSlark31100.00%77.058.06%+58.06%-8.06%-20.56%-4.90%04:1702:0402:5303:5205:2611:0502:3301:53
marsMars38100.00%76.157.89%+57.89%+22.11%-2.33%-8.38%04:5701:5703:1205:2506:0708:5002:5502:09
elder_titanElder Titan7100.00%75.257.14%+57.14%+42.86%-7.14%-25.86%03:57-01:2802:2804:1704:2407:4101:5601:25
ember_spiritEmber Spirit92100.00%74.356.52%+56.52%-17.39%-8.69%4.58%05:0201:5004:0705:0506:0109:2501:5401:24
magnataurMagnus23100.00%73.556.52%+56.52%+10.15%-6.52%-7.58%01:57-01:29-01:29-01:2903:4124:4205:1003:49
sniperSniper16100.00%72.656.25%+56.25%-31.25%-6.25%25.00%05:4203:3705:1605:4206:1406:4000:5800:42
life_stealerLifestealer41100.00%71.756.10%+56.10%-16.10%+3.90%7.02%04:2601:5202:3503:5405:2610:3202:5102:06
gyrocopterGyrocopter27100.00%70.855.56%+55.56%-26.99%-12.70%6.26%03:4801:2502:3003:3804:4707:3902:1701:41
chenChen38100.00%69.955.26%+55.26%-5.26%+22.52%5.56%07:5202:4005:0506:1210:0525:1705:0003:42
juggernautJuggernaut67100.00%69.053.73%+53.73%-0.79%+5.09%5.88%02:4700:5302:0502:3503:0205:4600:5700:42
tidehunterTidehunter28100.00%68.153.57%+53.57%+17.86%-10.71%-11.82%04:5802:0103:2604:1005:5110:3402:2501:47
enigmaEnigma47100.00%67.353.19%+53.19%+13.48%+13.48%0.00%02:23-01:29-01:2902:1305:5410:5107:2305:28
queenofpainQueen of Pain36100.00%66.452.78%+52.78%+13.89%-19.45%-17.70%07:4205:0406:4307:3708:3610:3901:5301:23
skeleton_kingWraith King91100.00%65.552.75%+52.75%-9.27%+3.77%6.47%03:5201:2102:4703:2704:4808:3702:0101:29
antimageAnti-Mage19100.00%64.652.63%+52.63%+7.37%-12.63%-7.59%05:3502:2503:1405:3905:5212:0602:3801:57
morphlingMorphling44100.00%63.752.27%+52.27%-6.82%+2.28%3.79%07:3601:4806:0407:3508:2816:0502:2401:46
ancient_apparitionAncient Apparition69100.00%62.852.17%+52.17%+18.42%-16.88%-9.90%06:1401:4103:5505:4407:2915:2503:3402:38
crystal_maidenCrystal Maiden31100.00%61.951.61%+51.61%-14.11%+10.89%10.20%04:3701:5903:0304:2805:3009:0902:2701:48
death_prophetDeath Prophet59100.00%61.150.85%+50.85%+9.15%+15.82%4.21%05:4301:2604:5705:4506:3208:2701:3501:10
razorRazor18100.00%60.250.00%+50.00%-10.00%-25.00%-5.92%04:1202:0203:0203:4305:3407:0102:3201:52
shredderTimbersaw28100.00%59.350.00%+50.00%+21.43%-21.43%-14.86%05:0902:1103:1304:2806:0612:0702:5302:08
ogre_magiOgre Magi2100.00%58.450.00%+50.00%+50.00%0.00%-36.14%03:3602:5402:5404:1704:1704:1701:2301:01
enchantressEnchantress14100.00%57.550.00%+50.00%+50.00%-16.67%-21.28%05:2701:3103:4405:1706:5212:1003:0802:19
shadow_shamanShadow Shaman52100.00%56.650.00%+50.00%-26.92%-3.85%9.61%01:30-01:29-01:2900:2903:5312:5205:2203:58
dark_seerDark Seer34100.00%55.850.00%+50.00%-5.56%-12.50%-2.06%07:3402:0905:2606:5708:4820:3503:2202:29
omniknightOmniknight56100.00%54.950.00%+50.00%0.00%+14.29%5.83%05:3402:1803:2505:1005:5215:2202:2701:48
night_stalkerNight Stalker8100.00%54.050.00%+50.00%-50.00%+50.00%77.92%03:2501:5702:3603:1103:5304:4201:1700:57
abaddonAbaddon2100.00%53.150.00%+50.00%-50.00%0.00%9.87%09:3407:0207:0212:0612:0612:0605:0403:45
meepoMeepo2100.00%52.250.00%+50.00%-50.00%0.00%0.00%05:2704:4204:4206:1206:1206:1201:3001:06
alchemistAlchemist16100.00%51.350.00%+50.00%0.00%+25.00%13.64%04:1101:4803:1204:2205:0206:2801:5001:21
shadow_demonShadow Demon74100.00%50.450.00%+50.00%+7.89%-11.11%-6.10%04:40-01:2902:3203:5105:3916:3703:0702:18
furionNature's Prophet562.50%49.660.00%-6.67%-60.00%+40.00%27.15%04:1901:4701:4704:1005:2806:3003:4102:43
centaurCentaur Warrunner90100.00%48.748.89%+48.89%+7.63%-12.53%-7.12%04:4301:2802:5804:0705:4811:4102:5002:05
grimstrokeGrimstroke84100.00%47.848.81%+48.81%+8.33%-1.19%-3.26%05:23-01:2903:3205:1306:2715:1302:5502:09
spirit_breakerSpirit Breaker75100.00%46.948.00%+48.00%+30.95%-26.95%-21.58%05:06-01:2903:2004:4806:0114:4302:4101:59
winter_wyvernWinter Wyvern19100.00%46.047.37%+47.37%-7.37%-7.37%0.00%05:26-01:2903:2905:3606:1913:1102:5002:05
medusaMedusa19100.00%45.147.37%+47.37%+12.63%+12.63%0.00%06:0802:1405:1506:1406:5608:2101:4101:14
rubickRubick68100.00%44.247.06%+47.06%-5.88%+5.88%5.98%01:05-01:29-01:2900:1803:2707:1104:5603:39
monkey_kingMonkey King13100.00%43.446.15%+46.15%-12.82%+20.52%22.48%04:3502:2903:3504:3305:0406:5101:2901:05
warlockWarlock3997.50%42.546.15%+46.15%-16.15%-6.15%2.24%06:3002:4004:2705:3408:5514:1004:2803:18
ursaUrsa11100.00%41.645.45%+45.45%+54.55%-45.45%-100.00%02:4801:3201:5602:3202:4105:0800:4500:33
oracleOracle40100.00%40.745.00%+45.00%-15.00%+5.00%5.06%06:5601:2204:3105:5408:2820:1103:5702:55
svenSven60100.00%39.845.00%+45.00%+8.33%+1.67%-4.30%03:2601:2102:2602:5903:5909:1601:3301:08
troll_warlordTroll Warlord40100.00%38.945.00%+45.00%-15.00%-5.00%4.84%04:3001:5603:1604:3205:2008:0602:0401:31
bristlebackBristleback18100.00%38.144.44%+44.44%-4.44%+5.56%3.82%04:4601:2703:3704:2306:1408:2402:3701:56
disruptorDisruptor18100.00%37.244.44%+44.44%+15.56%-44.44%-19.25%05:5002:4603:4405:1706:5111:4603:0702:18
doom_bringerDoom25100.00%36.344.00%+44.00%+6.00%-44.00%-19.48%04:4002:2503:1904:3705:5310:1902:3401:54
earthshakerEarthshaker25100.00%35.444.00%+44.00%+22.67%-10.67%-33.34%-00:22-01:29-01:29-01:29-01:2404:2300:0500:03
broodmotherBroodmother342.86%34.566.67%-8.33%+33.33%0.00%-3.74%15:1712:0712:0712:4421:0121:0108:5406:35
storm_spiritStorm Spirit32100.00%33.643.75%+43.75%+18.75%-6.25%-15.15%06:0503:1405:0506:0906:4410:3401:3901:13
pangolierPangolier23100.00%32.743.48%+43.48%+6.52%-10.15%-5.21%06:0702:0404:2306:5407:3510:1303:1202:22
tuskTusk7100.00%31.942.86%+42.86%+7.14%+7.14%0.00%02:46-01:28-01:2803:1605:1306:0406:4104:57
venomancerVenomancer7100.00%31.042.86%+42.86%+7.14%+7.14%0.00%03:2200:4201:3103:1304:1105:4002:4001:58
kunkkaKunkka29100.00%30.141.38%+41.38%+15.76%-12.81%-15.44%05:0601:3404:0405:0905:5507:5301:5101:22
sand_kingSand King39100.00%29.241.03%+41.03%-1.03%+18.97%7.74%04:08-01:2902:5204:2005:2710:3802:3501:54
silencerSilencer22100.00%28.340.91%+40.91%+25.76%-20.91%-9.89%06:4002:2003:3805:0808:2115:3304:4303:29
huskarHuskar5100.00%27.440.00%+40.00%-40.00%+60.00%18.24%05:4801:5401:5404:4707:2312:1905:2904:03
windrunnerWindranger15100.00%26.540.00%+40.00%+35.00%-40.00%-27.95%07:3102:5906:0507:1008:4610:4102:4101:59
lone_druidLone Druid5100.00%25.740.00%+40.00%+60.00%-40.00%-26.67%06:0704:0404:0406:0507:4908:2203:4502:46
weaverWeaver5100.00%24.840.00%+40.00%+60.00%-40.00%-30.15%08:0406:2406:2407:0109:4310:4703:1902:27
batriderBatrider23100.00%23.939.13%+39.13%-5.80%-39.13%-16.00%03:23-01:2902:0702:5704:1209:2302:0501:32
puckPuck21100.00%23.038.10%+38.10%+1.90%+1.90%0.00%06:0202:4104:5206:0706:5910:0902:0701:34
arc_wardenArc Warden8100.00%22.137.50%+37.50%+12.50%-37.50%-6.24%09:0203:3103:4809:0911:4914:1008:0105:56
witch_doctorWitch Doctor16100.00%21.237.50%+37.50%-37.50%+12.50%15.15%06:1201:3703:4505:0807:0315:0303:1802:26
leshracLeshrac40100.00%20.437.50%+37.50%-7.50%+2.50%3.24%05:0801:0003:2805:0906:3309:2903:0502:17
naga_sirenNaga Siren19100.00%19.536.84%+36.84%+23.16%-16.84%-26.67%06:0501:5205:3806:1607:0808:5801:3001:06
legion_commanderLegion Commander14100.00%18.635.71%+35.71%+14.29%-35.71%-38.46%04:1302:2103:1603:2904:3407:2501:1800:57
jakiroJakiro20100.00%17.735.00%+35.00%+25.00%-15.00%-5.66%08:2003:4303:5805:5111:0224:1607:0405:14
linaLina41100.00%16.834.15%+34.15%+5.85%+5.85%0.00%05:19-01:2904:0505:1706:0114:2501:5601:25
invokerInvoker6100.00%15.933.33%+33.33%-33.33%+66.67%30.77%05:0102:2103:1705:1906:3207:0803:1502:24
earth_spiritEarth Spirit21100.00%15.033.33%+33.33%+6.67%+6.67%0.00%04:4801:0103:1005:0606:0411:3402:5402:08
lichLich3100.00%14.233.33%+33.33%+66.67%0.00%-51.28%04:2103:4903:4904:0705:0705:0701:1800:57
lunaLuna3100.00%13.333.33%+33.33%-33.33%0.00%11.23%03:3302:1002:1003:2105:0805:0802:5802:11
clinkzClinkz6100.00%12.433.33%+33.33%+16.67%-33.33%-30.93%06:0904:5405:1905:4706:5607:4101:3701:11
faceless_voidFaceless Void11100.00%11.527.27%+27.27%+6.06%+6.06%0.00%05:2002:0203:3205:3806:3309:1303:0102:14
necrolyteNecrophos8100.00%10.625.00%+25.00%+25.00%-25.00%-25.64%04:4002:4803:1405:0305:1105:5901:5701:26
spectreSpectre8100.00%9.725.00%+25.00%+25.00%-25.00%-27.78%04:1402:1802:2703:2404:1508:1301:4801:20
nevermoreShadow Fiend8100.00%8.825.00%+25.00%+75.00%-25.00%-54.55%04:3202:5903:0904:1104:5906:2101:5001:21
brewmasterBrewmaster6100.00%8.016.67%+16.67%+33.33%-16.67%-28.30%03:4602:5602:5603:1204:4204:4701:4601:18
keeper_of_the_lightKeeper of the Light6100.00%7.116.67%+16.67%-16.67%+83.33%15.04%07:0303:2603:4704:4910:2613:0906:3904:55
tinkerTinker6100.00%6.216.67%+16.67%-16.67%-16.67%0.00%04:4503:3004:2004:3605:0906:0500:4900:36
rattletrapClockwerk8100.00%5.312.50%+12.50%-12.50%-12.50%0.00%04:1702:3403:1804:1104:1206:1800:5400:40
miranaMirana2100.00%4.40.00%0.00%0.00%0.00%0.00%07:4207:2907:2907:5407:5407:5400:2500:18
viperViper2100.00%3.50.00%0.00%0.00%0.00%0.00%04:0802:2902:2905:4605:4605:4603:1702:25
lycanLycan1100.00%2.70.00%0.00%0.00%0.00%0.00%20:1420:1420:1420:1420:1420:1400:0000:00
techiesTechies1100.00%1.80.00%0.00%0.00%0.00%0.00%15:3315:3315:3315:3315:3315:3300:0000:00
bounty_hunterBounty Hunter2100.00%0.90.00%0.00%0.00%0.00%0.00%03:5902:5902:5904:5804:5804:5801:5901:28