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The International 2018 Qualifiers

Dota 2 World Championships Qualifiers

Median hero xpm: 457

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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
yashaYasha1927.84%52.855.21%+6.52%+3.12%-13.54%-2.13%22:5910:0018:1221:3326:0160:4605:47
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
juggernautJuggernaut6100.00%100.083.33%+83.33%+16.67%+16.67%0.00%17:3712:3015:3816:1319:5023:1004:1203:06
razorRazor433.33%96.6100.00%+50.00%0.00%0.00%0.00%24:0021:5421:5423:1024:2226:3502:2801:49
meepoMeepo150.00%93.1100.00%0.00%0.00%0.00%0.00%22:1322:1322:1322:1322:1322:1300:0000:00
phantom_lancerPhantom Lancer4372.88%89.769.77%+26.02%-15.22%+2.96%5.22%21:1215:0218:5319:5722:2246:0303:2902:34
medusaMedusa436.36%86.275.00%+32.14%+25.00%-75.00%0.00%18:1313:0313:0314:0218:2027:2705:1703:54
alchemistAlchemist2100.00%82.850.00%+50.00%+50.00%0.00%0.00%21:3516:0016:0027:0927:0927:0911:0908:15
terrorbladeTerrorblade2100.00%79.350.00%+50.00%+50.00%0.00%0.00%11:5310:0010:0013:4613:4613:4603:4602:47
nevermoreShadow Fiend430.77%75.975.00%+30.56%+25.00%+25.00%0.00%16:2614:2014:2015:0415:3920:4101:1900:58
bloodseekerBloodseeker1128.21%72.463.64%+24.35%+3.03%-30.31%-4.33%24:1610:0618:1223:5425:5439:3607:4205:42
morphlingMorphling1745.95%69.052.94%+2.94%+47.06%-2.94%-5.15%25:4914:5418:4522:0428:2750:2609:4207:11
lunaLuna1875.00%65.544.44%+11.11%+15.56%+5.56%-0.91%22:5714:5517:3920:0328:3638:3010:5708:06
life_stealerLifestealer1659.26%62.143.75%+25.57%+6.25%+6.25%0.00%25:5018:0622:2426:2227:3534:5705:1103:50
spectreSpectre1676.19%58.637.50%+37.50%+37.50%-37.50%-32.61%27:0920:2224:1225:2526:3047:0302:1801:42
miranaMirana1219.67%55.250.00%-21.43%+16.67%-16.67%-5.13%19:5311:0515:0318:2621:3331:0406:3004:48
antimageAnti-Mage685.71%51.733.33%+33.33%+16.67%-33.33%-25.21%20:4819:3219:3420:3221:3322:1101:5901:28
phantom_assassinPhantom Assassin18.33%48.3100.00%0.00%0.00%0.00%0.00%19:3719:3719:3719:3719:3719:3700:0000:00
gyrocopterGyrocopter422.22%44.850.00%+14.29%+50.00%-50.00%0.00%33:3515:5215:5232:2043:0343:0627:1120:08
omniknightOmniknight17.14%41.4100.00%0.00%0.00%0.00%0.00%25:0825:0825:0825:0825:0825:0800:0000:00
troll_warlordTroll Warlord1173.33%37.927.27%+2.27%+6.06%-27.27%-7.07%18:2212:4314:4516:5819:2831:5604:4303:29
drow_rangerDrow Ranger16.25%34.5100.00%0.00%0.00%0.00%0.00%28:3628:3628:3628:3628:3628:3600:0000:00
slarkSlark14.55%31.0100.00%0.00%0.00%0.00%0.00%27:2527:2527:2527:2527:2527:2500:0000:00
templar_assassinTemplar Assassin13.45%27.6100.00%0.00%0.00%0.00%0.00%16:0316:0316:0316:0316:0316:0300:0000:00
faceless_voidFaceless Void13.33%24.1100.00%0.00%0.00%0.00%0.00%21:3721:3721:3721:3721:3721:3700:0000:00
monkey_kingMonkey King323.08%20.733.33%-26.67%+66.67%0.00%0.00%28:2719:1919:1926:1939:4439:4420:2515:07
naga_sirenNaga Siren22.94%17.250.00%+3.03%-50.00%0.00%0.00%54:1747:4847:4860:4660:4660:4612:5809:36
ember_spiritEmber Spirit11.61%13.80.00%0.00%0.00%0.00%0.00%12:5712:5712:5712:5712:5712:5700:0000:00
broodmotherBroodmother19.09%10.30.00%0.00%0.00%0.00%0.00%16:2716:2716:2716:2716:2716:2700:0000:00
venomancerVenomancer15.26%6.90.00%0.00%0.00%0.00%0.00%22:5522:5522:5522:5522:5522:5500:0000:00
vengefulspiritVengeful Spirit125.00%3.40.00%0.00%0.00%0.00%0.00%22:0522:0522:0522:0522:0522:0500:0000:00