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Items category:
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.
Columns
TotalWinrate shiftsTimings
ItemPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
heartHeart of Tarrasque834.83%100.074.70%+26.60%+11.01%+15.78%0.37%38:5216:3531:4637:2844:341:05:5912:4809:28
assaultAssault Cuirass794.59%98.874.68%+26.22%+10.32%-4.68%-1.20%37:3121:1929:1436:2841:431:10:2312:2909:14
shivas_guardShiva's Guard885.12%97.772.73%+24.19%+4.54%-9.09%-1.13%34:3818:0727:0433:2939:071:02:5812:0308:55
sphereLinken's Sphere724.19%96.573.61%+25.00%+26.39%-12.50%-3.09%27:0013:4819:0823:2331:4457:5812:3609:20
ultimate_scepterAghanim's Scepter25514.83%95.363.53%+19.41%+8.35%+2.10%-0.55%28:3610:4921:4327:0733:011:03:2111:1808:22
desolatorDesolator241.40%94.283.33%+33.80%0.00%0.00%0.00%30:5118:1724:4528:1233:441:07:3008:5906:39
refresherRefresher Orb854.94%93.068.24%+20.01%+7.95%-11.10%-1.48%44:0921:1837:5941:5750:531:09:0012:5409:33
ancient_janggoDrum of Endurance1337.73%91.964.66%+16.65%+14.13%-19.21%-6.17%14:0006:1610:3712:3316:0143:3205:2404:00
black_king_barBlack King Bar47727.73%90.759.54%+22.85%+0.96%-3.24%-0.38%28:4613:4422:4527:0133:451:07:4811:0008:08
urn_of_shadowsUrn of Shadows17510.17%89.561.71%+14.27%+13.29%-9.44%-2.82%16:0405:0611:0014:2819:0440:3008:0405:58
necronomicon_3Necronomicon (level 3)613.55%88.468.85%+19.81%+17.82%-2.18%-4.04%23:2713:4118:3020:4423:271:08:3004:5703:40
blinkBlink Dagger64437.44%87.255.12%+22.60%-2.32%-0.46%0.17%19:2806:1312:4117:1223:4459:1511:0308:11
force_staffForce Staff30317.62%86.056.77%+13.03%+3.76%-2.82%-0.52%27:1509:3520:0225:5332:401:02:2512:3809:21
ring_of_healthRing of Health593.43%84.966.10%+16.73%-26.10%+13.90%0.00%11:0403:1506:4610:1514:4819:4108:0205:57
travel_bootsBoots of Travel1478.55%83.759.18%+12.33%-5.13%-10.53%-0.20%38:4307:2523:2843:1250:501:15:4427:2220:16
medallion_of_courageMedallion of Courage633.66%82.665.08%+15.80%-8.83%+3.67%2.48%13:4604:1710:4313:2015:4629:0105:0303:44
arcane_bootsArcane Boots46326.92%81.454.43%+15.20%+5.91%-2.71%-1.41%11:0602:3507:2010:3313:2655:0906:0604:31
necronomiconNecronomicon492.85%80.267.35%+18.01%+24.32%-17.35%0.00%16:5908:2714:2416:0317:4146:1903:1702:25
ethereal_bladeEthereal Blade462.67%79.167.39%+17.99%+15.94%+14.43%0.00%31:2917:1625:2128:3337:5654:3312:3509:19
ring_of_protectionRing of Protection40823.72%77.953.68%+12.54%+1.22%-5.64%-6.86%01:55-14:44-10:2303:3609:231:06:4719:4614:38
ghostGhost Scepter1367.91%76.758.09%+10.47%+18.38%-11.03%-2.21%32:2711:2625:5031:0539:091:01:5813:1909:51
sange_and_yashaSange and Yasha291.69%75.672.41%+22.82%-0.98%-15.27%0.00%26:2718:5721:3924:2529:5140:2408:1206:04
magic_stickMagic Stick89151.80%74.451.18%+25.08%+4.87%-1.85%-1.11%07:23-11:1704:0807:0510:1219:3306:0404:29
phase_bootsPhase Boots23113.43%73.354.98%+8.82%+7.09%-11.88%-4.43%07:0202:1204:0605:3108:231:02:2004:1703:10
magic_wandMagic Wand74843.49%72.151.47%+20.81%+8.42%-6.02%-1.90%12:3802:0208:2311:2415:5941:3707:3605:37
ring_of_basiliusRing of Basilius28916.80%70.953.98%+9.08%+1.58%-1.20%-0.49%06:11-11:2602:1704:3007:5848:1005:4104:12
butterflyButterfly382.21%69.868.42%+19.04%+1.58%-1.75%0.00%45:1223:2436:4542:4954:521:06:4018:0713:25
bootsBoots of Speed169398.43%68.649.85%+48.82%+2.87%-6.11%-2.67%00:35-14:5801:0702:4304:2918:3403:2202:29
vladmirVladmir's Offering724.19%67.461.11%+11.86%+5.56%-5.55%-0.46%25:3004:5910:2421:0234:411:08:5424:1717:59
sheepstickScythe of Vyse1035.99%66.358.25%+9.71%-4.40%+3.29%0.64%37:1920:4330:0934:3542:071:12:5811:5808:51
necronomicon_2Necronomicon (level 2)462.67%65.165.22%+15.73%+9.78%-10.67%0.00%18:5110:5016:4718:4220:5934:5004:1203:06
power_treadsPower Treads58534.01%64.050.26%+13.74%+1.79%-7.11%-1.15%11:5102:0506:5110:1914:3650:4807:4505:44
tranquil_bootsTranquil Boots17510.17%62.854.29%+6.48%+0.26%-8.84%-1.05%09:1002:0304:0908:1512:5033:3308:4106:25
chainmailChainmail27816.16%61.652.16%+6.30%+14.98%-10.13%-5.07%09:4602:0307:0009:1611:5719:5704:5703:40
mantaManta Style663.84%60.560.61%+11.39%+9.98%+8.14%-0.14%35:2715:4627:0732:3940:021:17:4212:5509:34
bucklerBuckler28516.57%59.351.93%+6.11%+14.27%-6.86%-4.70%11:0604:1608:0810:1112:3827:2804:3003:20
sangeSange472.73%58.163.83%+14.43%+2.84%-5.50%0.00%25:1914:2318:4723:2130:1042:4311:2308:25
mekansmMekansm29016.86%57.051.72%+5.97%+15.40%-11.44%-5.37%14:0706:1410:3513:0415:3537:0005:0003:42
yashaYasha814.71%55.858.02%+8.69%+1.98%-23.02%-2.08%26:2111:0419:2125:1131:2257:2912:0108:54
pipePipe of Insight462.67%54.763.04%+13.46%+3.63%-17.59%0.00%26:3514:2522:2025:5030:2838:3908:0806:01
stout_shieldStout Shield35820.81%53.549.44%+5.57%-6.11%+8.99%15.10%-09:35-14:17-12:16-11:02-09:4934:1202:2701:48
bracerBracer27315.87%52.350.18%+4.22%+5.70%-20.77%-4.20%12:2300:5808:0210:1414:2057:3206:1804:40
rod_of_atosRod of Atos241.40%51.270.83%+21.15%-20.83%-20.83%0.00%27:1011:5118:4225:3737:0442:4018:2213:36
hood_of_defianceHood of Defiance492.85%50.061.22%+11.58%+5.45%-2.89%0.00%23:2612:1420:0222:4727:1939:4007:1705:23
headdressHeaddress25114.59%48.849.80%+2.92%+10.52%-3.77%-2.79%11:1902:1207:3209:4112:3934:0205:0703:47
wraith_bandWraith Band20011.63%47.750.50%+2.73%+5.50%-10.50%-16.00%00:02-14:44-11:0304:5608:4619:5419:4914:40
mjollnirMjollnir563.26%46.558.93%+9.53%+19.64%-8.93%0.00%37:3518:1129:3234:3644:141:09:1614:4210:53
orb_of_venomOrb of Venom613.55%45.357.38%+7.89%+15.95%+2.62%-0.51%12:54-13:4401:2903:3327:281:02:0425:5919:14
soul_ringSoul Ring1066.16%44.252.83%+3.69%+2.73%+8.71%1.17%05:3701:1602:5804:1908:0415:0205:0603:46
bloodstoneBloodstone331.92%43.063.64%+13.94%-13.64%+23.86%0.00%32:4614:2022:5329:0037:201:10:1214:2710:42
hand_of_midasHand of Midas23913.90%41.947.70%+0.51%+0.63%-1.03%-0.32%10:4504:2307:4110:0912:4834:1505:0703:47
greater_critDaedalus402.33%40.760.00%+10.53%+10.00%-10.00%0.00%38:5722:3931:1138:0442:141:07:4111:0308:11
ring_of_aquilaRing of Aquila1699.83%39.548.52%-0.11%-3.28%-10.42%-1.34%09:0902:0106:1608:3911:3519:5405:1903:56
lifestealMorbid Mask512.97%38.456.86%+7.22%+20.06%-10.71%0.00%12:2404:5108:3112:3615:3119:1407:0005:11
maelstromMaelstrom1126.51%37.250.00%+0.86%+3.57%-17.86%-1.74%27:0509:5720:0325:0932:241:13:5812:2109:08
void_stoneVoid Stone251.45%36.064.00%+14.27%+2.67%-14.00%0.00%13:5308:4211:0214:2516:2019:4605:1803:55
cycloneEul's Scepter of Divinity362.09%34.958.33%+8.63%+19.45%-2.77%0.00%25:0811:0714:3920:5133:0459:2518:2513:38
lesser_critCrystalys553.20%33.752.73%+3.15%+11.56%-2.73%0.00%33:3020:1126:1932:1736:331:09:0110:1407:34
helm_of_the_dominatorHelm of the Dominator201.16%32.665.00%+15.18%-5.00%+15.00%0.00%33:4408:4724:5434:2245:0858:4920:1414:59
quelling_bladeQuelling Blade694.01%31.449.28%-0.60%-2.22%-13.99%-11.77%02:10-13:56-09:2503:4507:0525:2116:3012:13
orchidOrchid Malevolence452.62%30.253.33%+3.48%+10.31%-7.88%0.00%20:3609:5215:0119:4422:4657:3007:4505:44
dagon_5Dagon (level 5)140.81%29.171.43%+21.61%+3.57%-38.10%0.00%37:2022:0831:0835:3142:3656:4811:2808:29
poor_mans_shieldPoor Man's Shield704.07%27.947.14%-2.80%-2.70%-11.85%-9.15%-04:29-13:55-11:19-09:2802:2709:4813:4610:11
heavens_halberdHeaven's Halberd170.99%26.764.71%+14.97%-14.71%-14.71%0.00%35:4118:5122:3337:3242:411:06:1020:0814:54
mask_of_madnessMask of Madness412.38%25.651.22%+1.28%-1.22%-1.22%0.00%17:5409:4813:3216:0719:5647:3206:2404:44
monkey_king_barMonkey King Bar412.38%24.451.22%+1.55%+28.78%-21.22%0.00%44:0523:2834:2541:5354:121:12:4319:4714:39
satanicSatanic130.76%23.369.23%+19.38%+30.77%-2.56%0.00%44:2128:2432:4441:1448:351:08:1415:5111:44
abyssal_bladeAbyssal Blade130.76%22.169.23%+19.43%-2.56%-2.56%0.00%49:3129:5534:4654:3556:051:11:3721:1915:47
null_talismanNull Talisman1237.15%20.941.46%-8.42%+16.60%-12.43%-6.13%01:51-14:17-11:56-10:0316:401:04:0928:3621:11
skadiEye of Skadi211.22%19.857.14%+7.23%+2.86%+2.86%0.00%38:3624:0832:2336:0646:071:02:0413:4410:10
dagon_2Dagon (level 2)191.10%18.657.89%+7.98%+22.11%+2.11%0.00%32:3918:4624:3830:2835:341:04:0910:5608:05
bfuryBattle Fury382.21%17.447.37%-2.69%+12.63%-14.04%0.00%22:1412:4218:2622:1024:5432:2006:2804:47
diffusal_blade_2Diffusal Blade (level 2)100.58%16.370.00%+20.12%+30.00%-20.00%0.00%42:1826:5435:5538:1951:501:07:2615:5511:47
dagon_4Dagon (level 4)150.87%15.160.00%+10.09%+40.00%-35.00%0.00%36:4921:4831:2337:3240:5554:2009:3207:03
basherSkull Basher352.03%14.045.71%-4.17%+9.85%-1.27%0.00%40:5622:5532:1340:4046:431:11:1414:3010:44
diffusal_bladeDiffusal Blade110.64%12.863.64%+13.73%-30.31%+36.36%0.00%33:0318:0630:0634:0035:5545:4305:4904:18
radianceRadiance281.63%11.646.43%-3.60%-17.86%-3.57%0.00%19:5112:5216:5318:4623:0235:1006:0904:33
dagonDagon231.34%10.547.83%-2.20%+35.50%-31.16%0.00%24:3513:0217:2520:5929:3756:2312:1209:02
blade_mailBlade Mail150.87%9.353.33%+3.48%+46.67%-3.33%0.00%22:0609:4218:0420:1224:1542:5006:1104:34
armletArmlet of Mordiggian201.16%8.145.00%-5.06%+15.00%-25.00%0.00%22:2412:3717:1219:0723:5859:5406:4605:00
dagon_3Dagon (level 3)170.99%7.047.06%-2.97%+2.94%-22.06%0.00%34:2318:4627:4433:5538:1460:0410:3007:46
helm_of_iron_willHelm of Iron Will140.81%5.850.00%0.00%0.00%-16.67%0.00%14:0006:2911:5112:4718:1718:4506:2604:45
invis_swordShadow Blade140.81%4.742.86%-7.20%+7.14%-9.53%0.00%22:0807:4213:5820:1325:2754:5011:2908:30
vanguardVanguard130.76%3.538.46%-11.63%-38.46%-5.13%0.00%13:5908:3509:0912:4716:0522:1806:5605:08
rapierDivine Rapier140.81%2.335.71%-14.26%+14.29%-2.38%0.00%55:5935:4548:4057:181:06:261:08:5317:4613:09
veil_of_discordVeil of Discord140.81%1.221.43%-28.80%+28.57%-21.43%0.00%33:0219:5825:4028:5639:0555:1513:2509:56