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The International 2019 Qualifiers

Dota 2 World Championships Qualifiers

Total observer wards destroyed: 3326

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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
void_stoneVoid Stone96335.93%82.053.79%+19.84%-2.75%+1.81%0.27%24:0406:3214:1820:5931:061:18:3412:26
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
abyssal_underlordUnderlord1100.00%100.0100.00%0.00%0.00%0.00%0.00%34:4634:4634:4634:4634:4634:4600:0000:00
phoenixPhoenix426.67%98.9100.00%+54.55%0.00%0.00%0.00%22:3914:0214:0217:1718:5840:1804:5603:39
obsidian_destroyerOutworld Destroyer3071.43%97.876.67%+60.00%+10.83%-19.53%-4.54%28:2116:0625:0828:2531:4938:4206:4104:57
oracleOracle1537.50%96.780.00%+56.00%+20.00%-5.00%-2.05%35:3223:0727:5836:2940:0847:0312:1009:00
dark_willowDark Willow2790.00%95.670.37%+37.04%+29.63%-13.23%-7.33%17:4911:5013:5216:5619:4335:2805:5104:20
baneBane730.43%94.485.71%+29.46%+14.29%+14.29%0.00%34:0117:5919:0332:1033:491:09:5914:4610:56
doom_bringerDoom416.00%93.3100.00%+66.67%0.00%0.00%0.00%42:1530:4530:4537:2641:1459:3610:2907:45
nyx_assassinNyx Assassin1550.00%92.273.33%+20.00%+1.67%+1.67%0.00%21:4912:0115:0319:5627:0933:1812:0608:57
omniknightOmniknight2544.64%91.172.00%+39.74%-22.00%+11.33%4.63%29:3016:2726:0430:1533:1640:1707:1205:20
witch_doctorWitch Doctor318.75%90.0100.00%+76.92%0.00%0.00%0.00%22:0818:2018:2023:4624:1724:1705:5704:24
enigmaEnigma1940.43%88.968.42%+25.56%+11.58%-8.42%-2.20%33:5319:5328:5235:3737:5845:4109:0606:44
axeAxe924.32%87.877.78%+17.07%-27.78%-27.78%0.00%26:3715:2016:3120:5329:131:01:1512:4209:24
pugnaPugna12100.00%86.758.33%+58.33%+8.34%-25.00%-28.17%10:1207:3909:2910:1110:4012:4901:1100:52
phantom_assassinPhantom Assassin375.00%85.666.67%-33.33%-66.67%0.00%10.64%15:0512:4012:4013:3918:5618:5606:1604:38
magnataurMagnus313.04%84.4100.00%+50.00%0.00%0.00%0.00%32:5821:1121:1136:2241:2041:2020:0914:55
morphlingMorphling3068.18%83.360.00%+24.29%+15.00%+25.71%1.01%18:0207:2212:1614:5322:5438:4910:3807:52
sand_kingSand King2256.41%82.259.09%+41.44%-25.76%+20.91%6.56%26:5415:3922:3525:4229:4242:2207:0705:16
antimageAnti-Mage19100.00%81.152.63%+52.63%+47.37%-52.63%-34.29%12:0308:5710:0011:0812:5518:0702:5502:09
wispIo310.00%80.0100.00%+48.15%0.00%0.00%0.00%45:1725:3625:3653:0257:1457:1431:3823:25
queenofpainQueen of Pain2775.00%78.955.56%+11.12%-12.70%+15.87%2.58%20:5611:3814:2516:5325:3049:1011:0508:12
grimstrokeGrimstroke5666.67%77.855.36%+19.65%+1.78%+8.93%0.69%26:3809:1019:1425:0529:371:18:3410:2307:41
venomancerVenomancer571.43%76.760.00%+60.00%+40.00%+40.00%0.00%30:1814:1614:1631:0835:0447:1020:4815:24
shredderTimbersaw2796.43%75.651.85%+51.85%+33.86%-8.99%-5.00%17:4510:0312:3915:4921:1337:0408:3406:20
shadow_demonShadow Demon4459.46%74.454.55%+11.22%-9.10%+9.09%1.14%22:5808:3114:0018:1829:581:10:1015:5811:49
death_prophetDeath Prophet5593.22%73.350.91%+0.91%+13.38%-8.05%-4.23%15:4307:1110:3513:0715:3957:3405:0403:45
ogre_magiOgre Magi2100.00%72.250.00%+50.00%+50.00%0.00%-39.47%34:2433:4633:4635:0235:0235:0201:1600:56
storm_spiritStorm Spirit2578.13%71.152.00%+37.71%-2.00%-18.67%-2.23%21:1613:3016:1118:4523:4037:4607:2905:32
ember_spiritEmber Spirit4548.91%70.053.33%-6.24%+19.40%-26.06%-3.15%29:4011:3221:2326:2035:5050:2214:2710:42
dazzleDazzle425.00%68.975.00%+16.67%-75.00%+25.00%0.00%39:4235:4335:4336:1839:1847:2903:3502:39
shadow_shamanShadow Shaman4484.62%67.847.73%-14.77%-2.28%+6.82%1.76%16:4808:3912:3315:1617:4341:5905:1003:49
rubickRubick6595.59%66.746.15%-20.52%+10.10%-21.15%-7.27%16:2908:4813:2015:1817:3837:0504:1803:11
winter_wyvernWinter Wyvern1473.68%65.650.00%+10.00%-25.00%+16.67%3.86%25:3909:3319:0025:4329:4742:2010:4707:59
centaurCentaur Warrunner2325.56%64.456.52%+10.25%+10.15%-6.52%-1.84%35:3825:0730:0732:5339:1150:1709:0406:42
elder_titanElder Titan342.86%63.366.67%+16.67%+33.33%0.00%-1.01%35:5716:5316:5340:5750:0250:0233:0924:33
weaverWeaver480.00%62.250.00%+50.00%-50.00%-50.00%0.00%29:0518:3118:3126:0526:3345:1008:0205:57
chaos_knightChaos Knight125.00%61.1100.00%0.00%0.00%0.00%0.00%36:0736:0736:0736:0736:0736:0700:0000:00
rikiRiki125.00%60.0100.00%0.00%0.00%0.00%0.00%43:2643:2643:2643:2643:2643:2600:0000:00
juggernautJuggernaut913.43%58.966.67%+14.95%+33.33%-16.67%0.00%31:2810:1715:3034:0139:0246:4423:3217:25
earth_spiritEarth Spirit29.52%57.8100.00%+73.68%0.00%0.00%0.00%36:4528:2928:2945:0045:0045:0016:3112:14
arc_wardenArc Warden337.50%56.766.67%+46.67%+33.33%0.00%0.00%30:3726:2226:2232:0333:2533:2507:0305:13
leshracLeshrac3690.00%55.641.67%+41.67%+2.77%+2.77%0.00%11:5807:5409:0410:1612:5129:2303:4702:48
slardarSlardar120.00%54.4100.00%0.00%0.00%0.00%0.00%40:3940:3940:3940:3940:3940:3900:0000:00
tinyTiny25.71%53.3100.00%+42.42%0.00%0.00%0.00%19:2818:3018:3020:2620:2620:2601:5601:25
skywrath_mageSkywrath Mage266.67%52.250.00%-50.00%-50.00%0.00%4.72%19:5414:3614:3625:1125:1125:1110:3507:50
chenChen25.26%51.1100.00%+47.22%0.00%0.00%0.00%39:4835:5935:5943:3743:3743:3707:3805:39
terrorbladeTerrorblade116.67%50.0100.00%0.00%0.00%0.00%0.00%33:5033:5033:5033:5033:5033:5000:0000:00
linaLina41100.00%48.934.15%+34.15%+5.85%-24.15%-7.63%11:5806:3209:2211:0413:1827:4903:5602:54
windrunnerWindranger320.00%47.866.67%+33.34%+33.33%0.00%-4.90%43:4840:3340:3343:3047:2147:2106:4805:02
broodmotherBroodmother114.29%46.7100.00%0.00%0.00%0.00%0.00%33:1833:1833:1833:1833:1833:1800:0000:00
treantTreant Protector318.75%45.666.67%+5.13%+33.33%0.00%0.00%36:0635:3835:3836:1936:2036:2000:4200:31
earthshakerEarthshaker1456.00%44.435.71%-18.84%+14.29%-35.71%-2.72%30:3216:2321:2225:0539:4659:0918:2413:37
silencerSilencer313.64%43.366.67%+29.83%+33.33%0.00%-4.03%34:0229:5729:5733:5638:1338:1308:1606:07
dark_seerDark Seer926.47%42.244.44%-7.56%-44.44%+55.56%6.42%43:0828:1531:3045:5247:0552:1015:3511:32
batriderBatrider730.43%41.142.86%+5.36%-42.86%-42.86%0.00%28:5813:5917:3324:2726:211:05:2708:4806:31
razorRazor844.44%40.037.50%-22.50%-37.50%+12.50%2.15%27:4811:2911:4220:3335:0055:4223:1817:15
jakiroJakiro840.00%38.937.50%+4.17%+12.50%-37.50%-4.52%23:3114:2916:4223:4127:4530:1011:0308:11
life_stealerLifestealer614.63%37.850.00%-7.14%0.00%-50.00%0.00%34:2625:3725:5027:0348:3749:3622:4716:52
puckPuck1466.67%36.728.57%-28.57%+21.43%-28.57%-10.87%22:4812:2518:4720:3623:2345:0204:3603:24
marsMars37.89%35.666.67%+9.53%+33.33%0.00%0.00%60:5243:0943:091:09:181:10:081:10:0826:5919:59
enchantressEnchantress17.14%34.4100.00%0.00%0.00%0.00%0.00%25:1625:1625:1625:1625:1625:1600:0000:00
undyingUndying16.67%33.3100.00%0.00%0.00%0.00%0.00%32:4232:4232:4232:4232:4232:4200:0000:00
sniperSniper16.25%32.2100.00%0.00%0.00%0.00%0.00%47:0947:0947:0947:0947:0947:0900:0000:00
keeper_of_the_lightKeeper of the Light233.33%31.150.00%+50.00%-50.00%0.00%0.00%39:4621:0621:0658:2558:2558:2537:1927:38
lionLion233.33%30.050.00%-25.00%-50.00%0.00%0.00%14:0511:2711:2716:4316:4316:4305:1603:54
clinkzClinkz233.33%28.950.00%+25.00%-50.00%0.00%0.00%52:4942:5842:581:02:391:02:391:02:3919:4114:34
gyrocopterGyrocopter13.70%27.8100.00%0.00%0.00%0.00%0.00%54:5654:5654:5654:5654:5654:5600:0000:00
warlockWarlock410.00%26.750.00%+5.56%+50.00%-50.00%0.00%50:3930:1630:1638:121:03:451:10:2233:2924:48
bristlebackBristleback633.33%25.633.33%-16.67%+16.67%+66.67%0.00%27:2219:2521:4625:1131:0540:2609:1906:54
tinkerTinker6100.00%24.416.67%+16.67%+33.33%-16.67%-12.71%19:0015:3016:2218:1320:1824:1103:5602:54
beastmasterBeastmaster12.44%23.3100.00%0.00%0.00%0.00%0.00%52:4552:4552:4552:4552:4552:4500:0000:00
pangolierPangolier730.43%22.228.57%-21.43%-28.57%+71.43%0.00%26:1514:1220:5729:5730:2034:1909:2306:57
ancient_apparitionAncient Apparition57.25%21.140.00%-13.13%+60.00%-40.00%0.00%35:0015:2415:2439:0540:4544:4725:2118:46
necrolyteNecrophos675.00%20.016.67%-33.33%+33.33%-16.67%-4.46%19:2612:2813:5614:5625:0932:0511:1308:18
nevermoreShadow Fiend787.50%18.914.29%-85.71%-14.29%+35.71%3.37%20:5906:4110:3514:2025:2639:2114:5111:00
tidehunterTidehunter27.14%17.850.00%-3.85%+50.00%0.00%0.00%44:1537:3737:3750:5350:5350:5313:1609:49
crystal_maidenCrystal Maiden26.45%16.750.00%-1.72%+50.00%0.00%0.00%34:4613:5313:5355:3855:3855:3841:4530:55
disruptorDisruptor316.67%15.633.33%-13.34%-33.33%0.00%1.13%31:2120:2720:2723:4449:5149:5129:2421:46
naga_sirenNaga Siren315.79%14.433.33%-4.17%+66.67%0.00%0.00%36:4429:3829:3840:0640:2940:2910:5108:02
troll_warlordTroll Warlord25.00%13.350.00%+5.26%-50.00%0.00%0.00%49:5336:3536:351:03:101:03:101:03:1026:3519:41
kunkkaKunkka310.34%12.233.33%-8.98%-33.33%0.00%0.00%41:5533:0433:0445:5446:4846:4813:4410:10
spirit_breakerSpirit Breaker22.67%11.150.00%+2.05%+50.00%0.00%0.00%34:4921:0721:0748:3148:3148:3127:2420:17
skeleton_kingWraith King22.20%10.050.00%-2.81%+50.00%0.00%0.00%43:1923:5923:591:02:381:02:381:02:3838:3928:37
svenSven610.00%8.916.67%-31.48%-16.67%-16.67%0.00%44:1530:2935:2640:1650:521:05:5115:2611:25
monkey_kingMonkey King17.69%7.80.00%0.00%0.00%0.00%0.00%59:0059:0059:0059:0059:0059:0000:0000:00
faceless_voidFaceless Void327.27%6.70.00%-37.50%0.00%0.00%0.00%21:5611:5011:5018:3135:2735:2723:3717:29
templar_assassinTemplar Assassin214.29%5.60.00%-75.00%0.00%0.00%0.00%33:1730:4330:4335:5135:5135:5105:0803:48
bounty_hunterBounty Hunter150.00%4.40.00%0.00%0.00%0.00%0.00%35:2935:2935:2935:2935:2935:2900:0000:00
tuskTusk114.29%3.30.00%0.00%0.00%0.00%0.00%51:1951:1951:1951:1951:1951:1900:0000:00
alchemistAlchemist16.25%2.20.00%0.00%0.00%0.00%0.00%20:1420:1420:1420:1420:1420:1400:0000:00
slarkSlark39.68%1.10.00%-64.29%0.00%0.00%0.00%29:5924:4924:4931:2133:4733:4708:5806:38