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The International 10 Qualifiers

The International Dota 2 Championships Closed Qualifiers

Average wards destroyed per game by Dire: 7.1220

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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 Speed285599.48%64.149.98%+49.67%+1.84%-3.20%-1.48%05:08-01:3003:2505:0206:4940:2302:31
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
lone_druidLone Druid2100.00%100.0100.00%+100.00%0.00%0.00%0.00%02:4601:4901:4903:4203:4203:4201:5301:23
queenofpainQueen of Pain1100.00%99.1100.00%0.00%0.00%0.00%0.00%04:2504:2504:2504:2504:2504:2500:0000:00
necrolyteNecrophos1100.00%98.2100.00%0.00%0.00%0.00%0.00%04:4304:4304:4304:4304:4304:4300:0000:00
clinkzClinkz1100.00%97.2100.00%0.00%0.00%0.00%0.00%02:5302:5302:5302:5302:5302:5300:0000:00
meepoMeepo1100.00%96.3100.00%0.00%0.00%0.00%0.00%03:2703:2703:2703:2703:2703:2700:0000:00
earthshakerEarthshaker1100.00%95.4100.00%0.00%0.00%0.00%0.00%04:2804:2804:2804:2804:2804:2800:0000:00
sniperSniper1100.00%94.5100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
rikiRiki5100.00%93.680.00%+80.00%+20.00%+20.00%0.00%04:2402:5502:5504:4204:5106:1601:5601:25
legion_commanderLegion Commander11100.00%92.772.73%+72.73%-6.06%-39.40%-21.74%04:2502:4203:0804:0904:4007:2201:3201:08
svenSven7100.00%91.771.43%+71.43%-21.43%+28.57%22.56%04:1002:0902:2304:3004:3606:2602:1301:38
bloodseekerBloodseeker10100.00%90.870.00%+70.00%-3.33%+30.00%20.62%03:4401:3502:5803:5104:3505:1901:3701:11
windrunnerWindranger10100.00%89.970.00%+70.00%-3.33%-20.00%-5.59%06:2404:0305:1305:3208:1208:3502:5902:12
vengefulspiritVengeful Spirit3100.00%89.066.67%+66.67%-66.67%0.00%0.00%07:0705:3605:3607:1908:2608:2602:5002:05
death_prophetDeath Prophet41100.00%88.165.85%+65.85%-15.85%+14.15%13.95%05:1902:1204:1505:3006:2408:0002:0901:35
oracleOracle29100.00%87.265.52%+65.52%+5.91%+5.91%0.00%07:4905:0506:0307:3709:1611:2603:1302:22
invokerInvoker55100.00%86.265.45%+65.45%-8.31%+5.98%6.86%05:3802:1004:3605:4306:4108:3802:0501:32
kunkkaKunkka26100.00%85.365.38%+65.38%+20.33%+1.29%-9.85%04:2201:0003:2404:1405:2007:5201:5601:25
brewmasterBrewmaster14100.00%84.464.29%+64.29%-14.29%+2.38%5.50%05:1501:5003:4503:5106:4710:2503:0202:14
terrorbladeTerrorblade83100.00%83.563.86%+63.86%+2.81%+2.81%0.00%04:1001:3403:0404:1705:0907:2802:0501:32
phantom_assassinPhantom Assassin11100.00%82.663.64%+63.64%-30.31%+36.36%31.01%05:5102:1704:4806:1606:5708:1102:0901:35
broodmotherBroodmother22100.00%81.763.64%+63.64%+3.03%-23.64%-10.46%06:4402:4905:0906:3207:4212:0502:3301:53
medusaMedusa46100.00%80.763.04%+63.04%+3.63%+0.60%-2.00%04:0001:4603:1903:5204:5006:2501:3101:07
beastmasterBeastmaster8100.00%79.862.50%+62.50%-62.50%+37.50%28.99%06:3302:3904:2605:2607:5310:3803:2702:33
dark_willowDark Willow26100.00%78.961.54%+61.54%-4.40%-28.21%-8.45%05:1901:2803:3604:5706:2511:3502:4902:05
miranaMirana80100.00%78.061.25%+61.25%+8.75%-1.25%-2.60%04:41-01:2903:0104:5506:5210:5403:5102:51
crystal_maidenCrystal Maiden5100.00%77.160.00%+60.00%-60.00%+40.00%50.42%07:4205:3605:3606:2407:3512:4101:5901:28
venomancerVenomancer10100.00%76.160.00%+60.00%-60.00%+40.00%24.00%04:2401:0902:0403:0106:1409:5504:1003:05
antimageAnti-Mage5100.00%75.260.00%+60.00%+40.00%-60.00%-26.43%06:0603:3603:3606:1507:2307:5503:4702:48
razorRazor28100.00%74.357.14%+57.14%-28.57%-28.57%0.00%03:2101:3102:4303:1603:5006:1301:0700:49
rattletrapClockwerk35100.00%73.457.14%+57.14%+31.75%-1.58%-8.58%02:30-01:30-01:2903:2805:2212:5106:5105:04
tinyTiny23100.00%72.556.52%+56.52%-23.19%+10.15%19.81%02:00-01:29-01:2802:5703:0904:4404:3703:25
life_stealerLifestealer23100.00%71.656.52%+56.52%+10.15%-23.19%-14.93%04:3301:1603:0204:4605:1609:3302:1401:39
batriderBatrider22100.00%70.654.55%+54.55%-4.55%+5.45%8.96%03:14-01:2902:4403:0803:5104:5401:0700:49
keeper_of_the_lightKeeper of the Light11100.00%69.754.55%+54.55%-21.22%-21.22%0.00%05:40-01:2904:0806:1307:1114:5103:0302:15
nyx_assassinNyx Assassin85100.00%68.854.12%+54.12%-16.02%+7.78%5.97%01:47-01:29-01:29-01:2905:2813:0306:5705:08
enchantressEnchantress4493.62%67.954.55%+54.55%0.00%+9.09%1.78%08:0201:2703:5806:4609:0440:2305:0603:46
earth_spiritEarth Spirit26100.00%67.053.85%+53.85%-10.99%-3.85%1.43%06:31-01:2904:3307:2109:3314:0405:0003:42
bristlebackBristleback13100.00%66.153.85%+53.85%-20.52%-20.52%0.00%06:5502:3604:4007:0508:2809:0903:4802:48
rubickRubick13100.00%65.153.85%+53.85%+12.82%+12.82%0.00%02:11-01:29-01:2903:2803:4905:2005:1803:55
lunaLuna80100.00%64.253.75%+53.75%+16.25%-8.75%-12.20%04:2801:4903:1404:1805:1711:4202:0301:31
spectreSpectre49100.00%63.353.06%+53.06%+5.27%-11.39%-4.67%06:1102:1204:2305:4907:5713:0603:3402:38
hoodwinkHoodwink115100.00%62.453.04%+53.04%+2.13%-8.21%-3.17%06:40-01:2905:0306:3108:1919:0703:1602:25
ancient_apparitionAncient Apparition63100.00%61.552.38%+52.38%+3.87%-27.38%-8.93%07:37-01:2906:0507:1609:3513:3903:3002:35
tidehunterTidehunter42100.00%60.652.38%+52.38%+20.35%-22.38%-16.87%06:0301:4904:4805:5207:2011:2202:3201:52
sand_kingSand King33100.00%59.651.52%+51.52%-14.02%-1.52%3.36%04:4101:4902:3903:5806:2208:2003:4302:45
templar_assassinTemplar Assassin57100.00%58.750.88%+50.88%+13.41%-22.31%-29.77%03:5000:0603:1404:0104:2606:4701:1200:53
drow_rangerDrow Ranger22100.00%57.850.00%+50.00%+16.67%-10.00%-10.19%04:1202:0002:3803:4205:1510:0402:3701:56
troll_warlordTroll Warlord4100.00%56.950.00%+50.00%+50.00%-50.00%-100.00%03:2102:4102:4102:5903:0104:4300:2000:14
witch_doctorWitch Doctor6100.00%56.050.00%+50.00%0.00%-50.00%-50.00%08:1505:5007:4408:0408:2411:0300:4000:29
marsMars58100.00%55.050.00%+50.00%+3.33%-28.57%-15.69%05:1201:5804:1205:2306:1409:3802:0201:30
ursaUrsa18100.00%54.150.00%+50.00%+10.00%-25.00%-16.03%02:5901:0101:3801:5903:4908:4302:1101:37
pudgePudge2100.00%53.250.00%+50.00%-50.00%0.00%50.00%05:5705:4005:4006:1406:1406:1400:3400:25
jakiroJakiro4100.00%52.350.00%+50.00%-50.00%-50.00%0.00%09:2205:0205:0209:1810:1912:4805:1703:54
centaurCentaur Warrunner18100.00%51.450.00%+50.00%+10.00%0.00%-3.24%08:0202:4206:5308:1209:5811:3103:0502:17
doom_bringerDoom38100.00%50.550.00%+50.00%-10.00%+16.67%14.96%02:5901:3402:1102:3703:5806:0301:4701:19
viperViper45100.00%49.548.89%+48.89%-12.53%+14.75%7.21%04:47-01:3002:3104:2306:1811:5003:4702:48
lionLion122100.00%48.648.36%+48.36%+0.03%-18.36%-4.03%03:11-01:29-01:2903:5206:0312:2307:3205:34
dark_seerDark Seer27100.00%47.748.15%+48.15%+23.28%+8.99%-5.68%06:1803:1505:1106:1107:4210:0602:3101:51
morphlingMorphling27100.00%46.848.15%+48.15%+37.56%-19.58%-25.40%05:5601:3004:3405:3506:4911:0502:1501:40
linaLina86100.00%45.947.67%+47.67%-2.22%-0.05%1.37%04:56-01:2903:5904:4705:3409:2601:3501:10
dragon_knightDragon Knight90100.00%45.046.67%+46.67%+5.50%-1.22%-2.80%04:26-01:2903:1404:3405:3811:3702:2401:46
faceless_voidFaceless Void28100.00%44.046.43%+46.43%+10.71%-17.86%-16.48%05:0902:5604:0104:4305:4511:4001:4401:17
elder_titanElder Titan28100.00%43.146.43%+46.43%-17.86%-3.57%2.60%04:03-01:2901:1704:4506:4709:4005:3004:04
puckPuck63100.00%42.246.03%+46.03%+10.22%-2.28%-7.89%06:0302:5605:1406:1306:4909:2901:3501:10
phoenixPhoenix100100.00%41.346.00%+46.00%+2.00%+10.00%2.20%06:59-01:2904:5806:4008:3616:0203:3802:41
shadow_demonShadow Demon24100.00%40.445.83%+45.83%+4.17%+4.17%0.00%04:12-01:29-01:2805:1706:5514:0008:2306:12
snapfireSnapfire24100.00%39.445.83%+45.83%-29.16%+37.50%27.39%05:5803:3404:2705:3506:5310:3602:2601:48
leshracLeshrac57100.00%38.545.61%+45.61%+4.39%-9.90%-9.32%04:2302:0803:3604:0605:0807:1501:3201:08
ember_spiritEmber Spirit38100.00%37.644.74%+44.74%+15.26%-11.41%-26.67%04:0402:3803:3003:4404:3006:5701:0000:44
disruptorDisruptor9100.00%36.744.44%+44.44%+55.56%+5.56%-12.00%09:0706:2006:2109:1710:3111:4904:1003:05
pangolierPangolier34100.00%35.844.12%+44.12%+0.32%+5.88%1.42%07:3701:3505:1306:1809:0822:3903:5502:54
tuskTusk25100.00%34.944.00%+44.00%+6.00%-10.67%-5.18%01:07-01:29-01:29-01:2904:4208:4606:1104:34
winter_wyvernWinter Wyvern71100.00%33.943.66%+43.66%-10.33%+6.34%4.51%06:51-01:2905:0606:5008:4812:1503:4202:44
treantTreant Protector23100.00%33.043.48%+43.48%+39.85%-26.81%-11.20%05:40-01:3002:2207:0308:1913:3405:5704:24
magnataurMagnus30100.00%32.143.33%+43.33%+6.67%-29.04%-22.55%04:27-01:2803:3304:3205:0808:2201:3501:10
abaddonAbaddon56100.00%31.242.86%+42.86%-21.43%0.00%5.90%08:49-01:2906:5608:4810:3414:4903:3802:41
zuusZeus7100.00%30.342.86%+42.86%+7.14%+7.14%0.00%05:0103:3503:5805:3805:4706:0501:4901:20
alchemistAlchemist7100.00%29.442.86%+42.86%+7.14%-42.86%-44.78%04:0502:4603:1603:2004:2306:1401:0700:49
shredderTimbersaw52100.00%28.442.31%+42.31%+19.23%-3.85%-11.08%05:0501:3903:5004:5205:5511:3302:0501:32
gyrocopterGyrocopter24100.00%27.541.67%+41.67%+8.33%+8.33%0.00%04:3401:4803:3404:1805:1907:1501:4501:17
phantom_lancerPhantom Lancer20100.00%26.640.00%+40.00%0.00%+20.00%14.29%05:3002:0704:5305:3306:1710:2001:2401:02
night_stalkerNight Stalker5100.00%25.740.00%+40.00%-40.00%-40.00%0.00%04:3903:1303:1304:4904:5805:5701:4501:17
slardarSlardar10100.00%24.840.00%+40.00%+26.67%-40.00%-57.15%03:0901:2302:1502:4303:2506:1501:1000:51
storm_spiritStorm Spirit23100.00%23.939.13%+39.13%+10.87%-5.80%-13.70%03:5302:1903:0503:4104:1807:0401:1300:54
axeAxe81100.00%22.938.27%+38.27%+1.73%+16.73%7.83%07:0001:3906:1307:0808:0811:0101:5501:25
juggernautJuggernaut16100.00%22.037.50%+37.50%+62.50%-37.50%-100.00%02:2100:5801:5202:1802:3903:2800:4700:34
undyingUndying11100.00%21.136.36%+36.36%-3.03%-3.03%0.00%05:57-01:2906:0806:5608:2508:5602:1701:41
slarkSlark3100.00%20.233.33%+33.33%-33.33%0.00%18.18%02:3801:4501:4502:3403:3503:3501:5001:21
enigmaEnigma3100.00%19.333.33%+33.33%+66.67%0.00%-9.20%05:5903:2003:2004:0210:3510:3507:1505:22
chaos_knightChaos Knight6100.00%18.333.33%+33.33%+66.67%-33.33%-41.38%04:4702:5002:5403:0805:1910:2202:2501:47
skeleton_kingWraith King22100.00%17.431.82%+31.82%-31.82%+8.18%21.43%03:3001:3202:3003:3504:2204:5801:5201:22
grimstrokeGrimstroke20100.00%16.530.00%+30.00%-10.00%-10.00%0.00%04:50-01:29-01:2806:1807:3910:0209:0706:45
furionNature's Prophet8100.00%15.625.00%+25.00%-25.00%-25.00%0.00%04:4501:3903:0904:1406:0806:5102:5902:12
void_spiritVoid Spirit28100.00%14.725.00%+25.00%+17.86%-10.71%-12.79%04:4502:0403:2504:4105:3907:3102:1401:39
techiesTechies4100.00%13.825.00%+25.00%-25.00%-25.00%0.00%05:5301:5101:5104:4108:1008:4906:1904:40
shadow_shamanShadow Shaman5100.00%12.820.00%+20.00%-20.00%-20.00%0.00%02:30-01:29-01:2902:5604:1805:2005:4704:17
abyssal_underlordUnderlord5100.00%11.920.00%+20.00%+80.00%-20.00%-20.13%06:4603:5703:5706:4208:5509:3204:5803:40
monkey_kingMonkey King11100.00%11.018.18%+18.18%+15.15%+15.15%0.00%02:3900:4101:4903:0503:2104:0701:3201:08
arc_wardenArc Warden7100.00%10.114.29%+14.29%+35.71%-14.29%-8.72%10:1405:0107:3708:3813:2115:1405:4404:14
naga_sirenNaga Siren8100.00%9.212.50%+12.50%-12.50%+37.50%20.13%04:4801:4202:5304:1405:2208:3302:2901:50
obsidian_destroyerOutworld Destroyer1100.00%8.30.00%0.00%0.00%0.00%0.00%07:5007:5007:5007:5007:5007:5000:0000:00
lichLich1100.00%7.30.00%0.00%0.00%0.00%0.00%09:1909:1909:1909:1909:1909:1900:0000:00
warlockWarlock3100.00%6.40.00%0.00%0.00%0.00%0.00%06:2105:1905:1905:5907:4507:4502:2601:48
pugnaPugna2100.00%5.50.00%0.00%0.00%0.00%0.00%05:0702:4202:4207:3107:3107:3104:4903:34
weaverWeaver1100.00%4.60.00%0.00%0.00%0.00%0.00%03:3203:3203:3203:3203:3203:3200:0000:00
chenChen133.33%3.70.00%0.00%0.00%0.00%0.00%13:3913:3913:3913:3913:3913:3900:0000:00
visageVisage1100.00%2.80.00%0.00%0.00%0.00%0.00%09:3409:3409:3409:3409:3409:3400:0000:00
lycanLycan266.67%1.80.00%-100.00%0.00%0.00%0.00%04:0603:2503:2504:4604:4604:4601:2101:00
skywrath_mageSkywrath Mage3100.00%0.90.00%0.00%0.00%0.00%0.00%08:2504:2504:2506:2014:3014:3010:0507:28