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The International 2018 Qualifiers

Dota 2 World Championships Qualifiers

Median hero xpm: 457

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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 Tarrasque753.06%100.072.00%+22.92%-3.58%+1.68%0.00%34:4320:2427:2232:3038:561:12:4911:3408:34
glimmer_capeGlimmer Cape1265.14%99.167.46%+18.87%-4.96%-6.17%-0.10%32:3517:0526:1631:0338:161:02:1212:0008:53
pipePipe of Insight1315.35%98.167.18%+18.51%+8.58%-3.54%-1.37%25:1012:5720:1924:0329:0855:2708:4906:31
headdressHeaddress31112.69%97.263.02%+17.23%+3.65%+3.65%0.00%19:5402:0508:0019:1127:461:11:4419:4614:38
mjollnirMjollnir1154.69%96.266.96%+18.38%+8.90%-18.68%-2.09%36:5018:3929:0937:0342:2259:0313:1309:47
helm_of_the_dominatorHelm of the Dominator1004.08%95.367.00%+17.93%+9.00%-15.00%0.00%09:3105:2007:4108:5210:5317:3103:1202:22
hood_of_defianceHood of Defiance2148.73%94.362.15%+14.67%-1.04%-3.66%-0.26%19:1906:1813:3417:5023:4645:4510:1207:33
ring_of_healthRing of Health72029.39%93.458.19%+21.74%+5.14%+1.81%-0.17%21:0602:2909:5017:0529:521:19:5720:0214:50
black_king_barBlack King Bar67827.67%92.557.37%+20.12%+8.51%-5.30%-1.40%29:0416:1822:5426:4032:471:19:1409:5307:19
assaultAssault Cuirass743.02%91.567.57%+18.22%+16.64%-17.57%0.00%37:0619:2129:4136:2841:121:12:1811:3108:31
solar_crestSolar Crest1285.22%90.663.28%+14.35%+8.60%+5.47%-0.33%25:0212:0619:4223:5229:1755:1809:3507:05
sphereLinken's Sphere1556.33%89.661.94%+13.71%-2.97%-0.40%0.20%31:5015:2723:2931:2936:121:14:2412:4309:25
silver_edgeSilver Edge381.55%88.773.68%+24.11%-3.68%-7.01%0.00%35:4719:2425:4031:4341:201:11:2615:4011:36
void_stoneVoid Stone72229.47%87.755.82%+18.68%-8.31%+3.07%0.58%24:5306:3614:1521:4233:551:19:5719:4014:34
skadiEye of Skadi642.61%86.867.19%+17.78%+7.81%-10.94%0.00%36:3220:4429:3634:3640:331:04:3710:5708:06
maelstromMaelstrom28011.43%85.857.86%+10.97%+7.85%-9.29%-1.51%23:3610:2316:5721:2528:201:05:4411:2308:25
javelinJavelin35214.37%84.956.82%+11.35%+5.68%-7.96%-0.80%23:3803:0914:2320:0831:241:05:4417:0112:36
butterflyButterfly682.78%84.066.18%+16.81%+4.41%-13.24%0.00%37:4023:1431:1535:4643:191:07:4912:0408:56
lotus_orbLotus Orb512.08%83.068.63%+19.19%+23.68%-14.78%0.00%41:3522:3334:5039:3146:081:14:0511:1808:22
lifestealMorbid Mask1767.18%82.159.09%+10.81%-9.09%+6.82%0.68%24:3804:4711:1520:5534:431:11:4423:2817:22
bracerBracer24710.08%81.157.49%+10.28%-4.26%+5.41%1.42%12:38-01:2908:2810:5615:1843:5406:5005:03
ring_of_protectionRing of Protection96239.27%80.253.33%+21.03%+2.27%+0.42%-0.22%09:37-01:2904:0407:1412:221:11:4408:1806:08
necronomiconNecronomicon712.90%79.264.79%+15.29%+12.99%-20.35%0.00%15:5910:3612:5314:5816:3333:1703:4002:42
urn_of_shadowsUrn of Shadows32213.14%78.355.90%+9.10%+2.12%-2.15%-0.74%14:1805:0210:4813:4016:3535:0405:4704:17
spirit_vesselSpirit Vessel1084.41%77.461.11%+11.87%+1.85%-5.55%-0.72%26:0112:3420:1425:0230:3456:4110:2007:39
necronomicon_2Necronomicon (level 2)702.86%76.464.29%+14.75%+24.60%-5.47%0.00%19:0312:3515:5017:3220:3638:0504:4603:31
vladmirVladmir's Offering632.57%75.565.08%+15.56%-2.58%-8.83%0.00%33:0209:4923:3630:1840:121:11:4416:3612:17
chainmailChainmail57523.47%74.553.22%+11.80%+2.34%+3.03%0.06%20:1903:4213:1318:5925:051:10:1811:5208:47
ring_of_basiliusRing of Basilius65126.57%73.652.84%+12.89%+2.37%-0.08%-0.56%08:08-01:2903:4305:2108:041:11:4404:2103:13
necronomicon_3Necronomicon (level 3)692.82%72.663.77%+14.21%+24.47%-10.83%0.00%21:3014:4718:1120:1622:4839:5704:3703:25
magic_wandMagic Wand165567.55%71.751.00%+33.71%+0.21%-0.03%-0.04%10:29-01:3006:3309:1213:2152:0306:4805:02
arcane_bootsArcane Boots32213.14%70.854.66%+8.10%-6.51%+15.34%2.13%14:3203:0308:1911:1218:341:05:4710:1507:35
moon_shardMoon Shard251.02%69.876.00%+26.33%+7.33%+7.33%0.00%54:5833:3547:0755:091:01:401:13:1314:3310:46
blight_stoneBlight Stone29211.92%68.954.79%+7.83%-2.74%-4.11%-0.10%13:55-01:2906:3011:4520:0956:1013:3910:06
magic_stickMagic Stick204983.63%67.950.37%+41.61%+0.22%-4.28%-0.84%04:44-01:3001:3003:1006:5342:1605:2303:59
power_treadsPower Treads71429.14%67.052.10%+13.42%+6.00%-10.53%-4.84%09:4803:3907:3209:0710:5735:0403:2502:31
ancient_janggoDrum of Endurance1476.00%66.057.82%+9.06%+1.64%+1.64%0.00%15:0407:1111:2613:1915:5239:1604:2603:17
bootsBoots of Speed240598.16%65.150.06%+49.11%+2.52%-3.80%-1.74%06:06-01:3003:3505:2107:1352:0703:3802:41
invis_swordShadow Blade24810.12%64.255.24%+7.73%+6.05%+2.82%-0.34%23:1310:2817:1820:3826:411:14:1409:2306:57
medallion_of_courageMedallion of Courage2279.27%63.255.51%+7.39%+5.89%-6.39%-1.14%17:0003:5810:5915:2821:4756:1010:4808:00
ultimate_scepterAghanim's Scepter1636.65%62.357.06%+8.73%+3.92%+3.92%0.00%35:2116:5826:0433:0742:321:10:5116:2812:11
blinkBlink Dagger68427.92%61.351.90%+12.71%+5.41%-3.36%-0.72%23:0209:0915:4120:2327:471:13:0212:0608:57
wind_laceWind Lace110044.90%60.450.73%+20.47%+1.27%-1.28%-0.33%12:40-01:2907:5811:3415:4358:3507:4505:44
monkey_king_barMonkey King Bar893.63%59.460.67%+11.65%+2.97%+12.06%0.00%40:4315:0134:4140:4847:191:01:5112:3809:21
aeon_diskAeon Disk1124.57%58.558.93%+10.15%+12.50%-5.36%-1.15%37:2017:1628:0535:4943:391:10:4115:3411:31
shivas_guardShiva's Guard973.96%57.559.79%+10.51%-9.79%+2.71%0.00%38:5622:1432:3537:1442:481:05:1010:1307:34
ring_of_aquilaRing of Aquila56322.98%56.651.87%+9.58%+7.00%-9.32%-4.60%06:0401:5203:5705:2107:3032:5103:3302:37
wraith_bandWraith Band58023.67%55.751.72%+9.79%+3.45%-3.44%-2.03%04:29-01:3002:1503:4105:3960:2303:2402:31
stout_shieldStout Shield110244.98%54.750.36%+19.96%-3.98%+0.55%0.00%-01:03-01:30-01:29-01:29-01:2945:1600:0000:00
dragon_lanceDragon Lance1255.10%53.857.60%+8.45%+23.05%-9.21%-3.20%20:3508:1614:3918:2924:4460:2310:0507:28
yashaYasha1927.84%52.855.21%+6.52%+3.12%-13.54%-2.13%22:5910:0018:1221:3326:0160:4607:4905:47
sheepstickScythe of Vyse773.14%51.961.04%+11.81%+23.17%+7.38%0.00%44:0426:5236:3343:3250:181:08:2213:4510:11
bottleBottle38615.76%50.951.81%+5.83%+1.80%+2.36%0.21%05:1801:3903:1504:3005:5250:1202:3701:56
tranquil_bootsTranquil Boots59924.45%50.050.58%+8.88%+2.75%+0.75%-0.26%15:2103:2810:3614:0018:1158:3507:3505:37
quelling_bladeQuelling Blade79232.33%49.149.75%+12.11%-1.77%-3.79%-1.55%01:20-01:3000:2201:0001:4048:0901:1800:57
cycloneEul's Scepter of Divinity33613.71%48.151.79%+5.29%+2.97%+1.78%-0.10%23:1810:1615:5921:0228:0760:5712:0808:59
mantaManta Style1305.31%47.256.15%+6.88%+13.55%-6.15%-2.62%27:0215:5122:2425:2229:561:02:2207:3205:34
diffusal_bladeDiffusal Blade692.82%46.260.87%+11.21%+9.72%-7.93%0.00%17:3511:5714:1415:5018:2141:2204:0703:02
force_staffForce Staff33713.76%45.351.63%+5.63%-7.58%+1.94%0.67%29:2810:1921:1027:4135:181:15:1714:0810:28
phase_bootsPhase Boots45218.45%44.350.44%+5.79%+1.77%-0.88%-0.69%08:5803:0806:3308:1010:2541:0903:5202:51
satanicSatanic361.47%43.466.67%+16.98%-11.11%+11.11%0.00%41:5829:2336:5741:0343:571:08:3907:0005:11
greater_critDaedalus421.71%42.564.29%+14.60%+8.44%-24.29%0.00%39:1522:0631:4937:3542:2059:1710:3107:47
ghostGhost Scepter1064.33%41.555.66%+6.36%+7.30%-9.51%-1.08%32:3609:1624:4431:0940:2155:0915:3711:34
vanguardVanguard1968.00%40.652.04%+3.36%+5.10%+9.18%0.22%23:1704:5811:5420:0930:481:12:1818:5414:00
bucklerBuckler1907.76%39.652.11%+3.34%-10.44%+3.21%1.25%22:3304:1816:1821:3427:1557:1810:5708:06
orb_of_venomOrb of Venom2229.06%38.750.90%+2.34%-4.47%+1.83%0.00%-01:15-01:30-01:29-01:29-01:2906:2100:0000:00
soul_ringSoul Ring2128.65%37.750.94%+2.16%+5.66%-1.88%-1.54%06:5501:2803:2005:3308:1327:4104:5303:37
helm_of_iron_willHelm of Iron Will1616.57%36.852.17%+3.05%+0.33%+7.83%0.34%22:5203:2610:5015:3633:091:01:2422:1916:31
mekansmMekansm592.41%35.859.32%+9.65%-12.65%-5.99%0.00%26:3812:3020:5425:3230:3246:1609:3807:08
aether_lensAether Lens923.76%34.954.35%+4.65%-6.52%+2.17%0.00%23:2010:4014:3121:2428:571:02:3114:2610:41
lesser_critCrystalys893.63%34.053.93%+4.35%+5.16%-13.02%0.00%38:1019:2431:0636:1344:461:07:2913:4010:07
desolatorDesolator512.08%33.058.82%+8.99%+10.41%+10.41%0.00%20:2012:1115:0917:4921:231:15:0206:1404:37
crimson_guardCrimson Guard1204.90%32.151.67%+2.14%+5.00%+5.00%0.00%26:3213:2720:3925:1131:2157:1810:4207:55
kayaKaya391.59%31.161.54%+11.75%+8.46%+18.46%0.00%20:3411:0612:4615:0718:471:15:2106:0104:27
ethereal_bladeEthereal Blade311.27%30.264.52%+14.69%+22.98%+10.48%0.00%30:0315:4523:3626:1630:061:01:3606:3004:48
blade_mailBlade Mail1315.35%29.250.38%+0.87%-1.90%-10.99%-1.05%23:0710:0816:5921:1225:401:01:2908:4106:25
guardian_greavesGuardian Greaves421.71%28.359.52%+9.73%-14.07%-9.52%0.00%32:4318:4027:4133:2839:3848:4611:5708:51
null_talismanNull Talisman34013.88%27.445.29%-2.54%+8.83%-5.29%-14.12%01:28-01:30-01:29-01:29-01:141:19:0500:1500:11
basherSkull Basher532.16%26.456.60%+6.87%-2.75%-2.75%0.00%38:5622:3531:0137:1242:561:10:5911:5508:49
sangeSange893.63%25.551.69%+2.07%+21.04%-10.78%0.00%26:2712:4919:3524:4532:5453:0713:1909:51
mask_of_madnessMask of Madness692.82%24.552.17%+2.27%+12.54%-5.11%0.00%13:4809:3011:3713:0715:1139:4103:3402:38
octarine_coreOctarine Core251.02%23.664.00%+14.21%+19.33%-14.00%0.00%48:1923:1340:5650:0253:101:11:4312:1409:03
rod_of_atosRod of Atos361.47%22.658.33%+8.43%+8.34%+8.34%0.00%23:5712:0719:3923:5227:0040:0407:2105:26
hurricane_pikeHurricane Pike612.49%21.752.46%+2.61%-5.79%+0.87%0.00%29:3216:5522:2927:0835:3060:2313:0109:38
nullifierNullifier522.12%20.853.85%+4.12%-7.70%+7.69%0.00%41:5425:4833:0641:1749:151:04:5416:0911:57
sange_and_yashaSange and Yasha321.31%19.859.38%+9.50%+3.12%-9.38%0.00%27:2316:0022:2725:3230:5344:2008:2606:14
refresherRefresher Orb411.67%18.956.10%+6.41%+3.90%-6.10%0.00%54:5230:0847:3354:451:01:491:19:5714:1610:34
abyssal_bladeAbyssal Blade351.43%17.957.14%+7.33%-1.58%+9.53%0.00%46:5430:0240:2745:0452:381:12:1812:1109:01
orchidOrchid Malevolence652.65%17.049.23%-0.69%-5.48%+0.77%0.00%29:2811:1419:2527:2135:311:16:2416:0611:55
veil_of_discordVeil of Discord481.96%16.052.08%+2.12%+22.92%-10.41%0.00%17:4908:4114:1416:0719:0947:2304:5503:38
armletArmlet of Mordiggian542.20%15.150.00%+0.04%+14.29%-3.85%0.00%13:0405:5810:4712:4014:4820:0204:0102:58
echo_sabreEcho Sabre301.22%14.256.67%+6.73%+5.83%-28.10%0.00%19:2810:4416:5019:2821:2430:2404:3403:22
travel_boots_2Boots of Travel 2240.98%13.258.33%+8.56%+25.00%+25.00%0.00%55:2731:5851:2156:3660:251:09:0109:0406:42
radianceRadiance702.86%12.345.71%-4.31%+20.96%-4.53%0.00%24:2913:1919:0621:2024:4854:2005:4204:13
bloodstoneBloodstone502.04%11.348.00%-2.00%-1.85%-6.33%0.00%25:1414:5920:1523:4027:5956:4007:4405:43
heavens_halberdHeaven's Halberd532.16%10.447.17%-2.79%+37.45%-16.40%0.00%28:5914:0420:3726:1335:4753:2515:1011:14
hand_of_midasHand of Midas200.82%9.460.00%+10.08%0.00%+20.00%0.00%14:5006:0611:1313:4416:2432:3905:1103:50
meteor_hammerMeteor Hammer160.65%8.562.50%+12.56%+12.50%-37.50%0.00%25:4016:1719:3526:3028:0545:5208:3006:17
bfuryBattle Fury311.27%7.545.16%-4.92%-7.66%-7.66%0.00%18:4012:5716:2017:5019:3032:0003:1002:20
bloodthornBloodthorn251.02%6.644.00%-6.06%+6.00%-10.67%0.00%45:1431:2036:3940:2954:521:07:4118:1313:29
dagonDagon180.73%5.744.44%-5.62%+15.56%-19.44%0.00%38:5715:5726:2732:1645:561:19:0619:2914:25
dagon_2Dagon (level 2)170.69%4.741.18%-8.90%+33.82%-16.18%0.00%41:4516:3728:3939:1348:451:19:0620:0614:53
dagon_3Dagon (level 3)140.57%3.835.71%-14.39%+39.29%-35.71%0.00%44:4421:0034:4841:1052:241:19:0917:3613:02
rapierDivine Rapier60.24%2.850.00%-0.02%-50.00%+50.00%0.00%53:3344:1451:0552:1556:201:02:0105:1503:53
dagon_4Dagon (level 4)110.45%1.927.27%-22.85%+39.40%-27.27%0.00%51:5127:2140:2050:3455:341:20:3615:1411:17
dagon_5Dagon (level 5)50.20%0.920.00%-30.08%+80.00%-20.00%0.00%55:3535:5235:5254:391:01:141:16:1225:2218:47