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ESL One Kuala Lumpur 2023 Closed Qualifiers

Qualifiers to a major international LAN event hosted by ESL

Total couriers killed: 654

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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
abyssal_bladeAbyssal Blade341.52%100.085.29%+35.92%+3.60%-22.79%0.00%39:5929:3634:1438:5642:231:05:3908:0906:02
octarine_coreOctarine Core2219.87%99.266.52%+20.23%-4.70%-6.52%-0.16%33:5616:1927:5332:3239:031:15:2011:1008:16
satanicSatanic642.86%98.473.44%+24.24%+20.31%-35.94%0.00%34:2718:0930:4933:0338:3749:1207:4805:46
travel_boots_2Boots of Travel 2662.95%97.672.73%+24.02%+27.27%-3.98%0.00%53:4404:5742:5452:0457:301:26:4514:3610:48
aeon_diskAeon Disk672.99%96.871.64%+22.69%-6.93%-6.93%0.00%46:0528:3538:5243:1952:561:23:0514:0410:25
ancient_janggoDrum of Endurance612.72%96.072.13%+22.86%+7.87%-5.46%0.00%27:0009:0918:2324:2231:511:15:2413:2809:58
ultimate_scepterAghanim's Scepter62527.90%95.259.52%+22.80%+2.66%-3.11%-0.46%29:4412:1622:0028:0834:371:19:4712:3709:20
void_stoneVoid Stone77334.51%94.457.83%+24.56%-2.39%+1.76%0.24%27:0004:3317:2526:4234:261:28:4517:0112:36
refresherRefresher Orb1797.99%93.762.57%+15.84%+8.54%-4.79%-1.17%48:0724:3140:5745:4352:211:24:5411:2408:26
sheepstickScythe of Vyse1797.99%92.962.57%+15.29%+1.87%-2.57%-0.40%41:0512:1833:3738:1044:441:28:4511:0708:14
bucklerBuckler1627.23%92.162.96%+14.85%+0.45%-2.96%-0.31%29:4908:5424:3229:2635:411:18:0311:0908:15
assaultAssault Cuirass1235.49%91.364.23%+15.45%+3.51%-9.39%-1.36%34:1219:4428:2532:4937:531:18:2009:2807:00
wind_wakerWind Waker361.61%90.575.00%+25.63%+13.89%-8.33%0.00%48:4623:5639:3744:1853:561:31:0414:1910:36
cornucopiaCornucopia41618.57%89.758.17%+15.80%-0.48%-0.48%0.00%34:5702:3024:3734:1344:471:19:0620:1014:56
travel_bootsBoots of Travel1727.68%88.961.63%+13.96%+1.16%-1.16%-0.15%38:2402:4230:3637:4445:571:18:5015:2111:22
butterflyButterfly753.35%88.166.67%+17.43%+1.75%-3.51%0.00%34:3421:4428:4434:0037:591:06:3909:1506:51
solar_crestSolar Crest1195.31%87.363.03%+14.11%-3.03%-13.03%-1.04%20:0408:1914:1718:4123:5450:3209:3707:07
swift_blinkSwift Blink502.23%86.570.00%+20.68%+14.62%-20.00%0.00%44:4607:3936:5742:5050:321:24:4413:3510:03
black_king_barBlack King Bar82736.92%85.755.26%+22.50%+8.99%-3.57%-1.24%28:3213:0722:2926:2732:391:25:2310:1007:31
overwhelming_blinkOverwhelming Blink421.88%84.971.43%+22.02%+10.39%-1.43%0.00%48:1732:3438:3444:2953:511:14:3715:1711:19
ultimate_scepter_2Aghanim's Blessing1054.69%84.162.86%+14.75%+6.37%-9.01%0.00%53:1435:3644:5351:5458:081:35:1913:1509:48
medallion_of_courageMedallion of Courage1345.98%83.361.19%+12.34%-5.31%-3.61%0.16%15:0703:4808:4413:4919:2550:3110:4107:54
blinkBlink Dagger88739.60%82.553.89%+22.06%-0.74%+1.52%0.18%24:0408:5316:2921:2028:501:14:2112:2109:08
basherSkull Basher672.99%81.765.67%+16.38%+4.92%-6.85%0.00%34:0123:4629:3032:5436:5356:3507:2305:28
crownCrown29313.08%81.056.31%+9.93%-2.89%+2.59%0.66%12:2601:0907:2710:1915:4750:3208:2006:10
shivas_guardShiva's Guard843.75%80.263.10%+13.91%+8.33%-10.72%0.00%35:5720:4630:5034:5938:221:15:2707:3205:34
arcane_bootsArcane Boots52923.62%79.453.88%+12.63%-0.09%+4.45%0.95%12:1603:2308:2310:3513:1051:0104:4703:32
helm_of_iron_willHelm of Iron Will1466.52%78.658.90%+10.20%+8.67%-11.68%-0.80%22:1402:1008:2014:0533:401:17:0925:2018:45
chainmailChainmail69531.03%77.853.09%+15.89%+2.08%-1.37%-0.53%10:5800:5806:0008:4112:341:09:0506:3404:51
magic_wandMagic Wand183982.10%77.051.17%+42.29%+2.53%-1.82%-0.73%07:35-01:2904:0506:4810:0240:5505:5704:24
aghanims_shardAghanim's Shard96142.90%76.252.03%+21.31%+7.97%-0.36%-0.77%23:3115:0017:0721:2227:531:03:1410:4607:58
bloodstoneBloodstone251.12%75.476.00%+26.29%+7.33%-42.67%0.00%24:1312:5919:1023:4628:3237:2209:2206:56
mekansmMekansm371.65%74.670.27%+20.68%+18.62%-3.60%0.00%20:5908:0613:2417:3430:5642:0217:3212:59
kayaKaya1356.03%73.858.52%+9.69%-20.28%+0.30%1.37%26:0710:2616:5224:2831:521:15:2215:0011:06
silver_edgeSilver Edge1858.26%73.056.76%+8.66%+14.98%-2.41%-1.92%33:3005:3027:4031:5536:431:12:0509:0306:42
magic_stickMagic Stick184582.37%72.250.46%+41.08%+1.17%-1.00%-0.44%03:30-01:2900:3902:2905:3427:3304:5503:38
bootsBoots of Speed213995.49%71.450.16%+47.83%+3.86%-4.55%-2.90%05:41-01:2903:4905:0606:4358:5502:5402:08
power_treadsPower Treads68630.63%70.652.04%+14.19%+7.26%-5.26%-5.15%08:0503:3005:5206:5408:1837:4402:2601:48
bloodthornBloodthorn592.63%69.864.41%+14.89%+2.26%-4.41%0.00%37:0925:0430:2935:2441:241:08:0910:5508:05
ring_of_healthRing of Health27712.37%69.054.51%+7.54%-9.58%+15.06%0.84%17:4900:1003:0013:5432:151:05:2229:1521:40
headdressHeaddress1064.73%68.359.43%+10.34%-3.87%+2.11%0.00%20:4007:1513:4718:2023:5944:5310:1207:33
mage_slayerMage Slayer612.72%67.563.93%+14.43%+9.40%-17.26%0.00%33:3918:2925:5232:3239:501:08:0913:5810:20
wind_laceWind Lace76133.97%66.751.25%+15.06%-3.36%+4.01%0.71%12:31-01:2906:0809:5016:321:30:5010:2407:42
fluffy_hatFluffy Hat69430.98%65.951.30%+13.46%+1.00%-1.01%-0.12%17:1801:1308:2015:0124:491:10:3816:2912:12
blight_stoneBlight Stone33615.00%65.153.27%+7.52%-12.79%+2.68%1.25%10:05-01:2902:4008:3515:051:09:4012:2509:11
boots_of_bearingBoots of Bearing291.29%64.372.41%+22.73%+13.30%-29.55%0.00%38:1521:5828:5136:4842:431:15:5213:5210:16
cycloneEul's Scepter of Divinity1978.79%63.555.33%+7.28%-0.23%+5.89%0.50%26:5811:3118:3423:0830:531:31:0412:1909:07
lotus_orbLotus Orb904.02%62.760.00%+10.65%+5.22%+3.64%0.00%31:3317:2625:4930:2735:1556:3209:2606:59
blade_mailBlade Mail25311.29%61.954.15%+6.73%+12.52%-17.64%-8.70%14:0708:0811:2812:5514:561:01:2903:2802:34
sphereLinken's Sphere1707.59%61.155.88%+7.98%+9.24%+1.26%-0.55%35:3513:3227:2333:0241:461:19:3314:2310:39
ring_of_protectionRing of Protection51723.08%60.351.64%+9.60%-12.88%+7.27%2.23%10:31-01:2902:3806:2011:391:18:0309:0106:40
desolatorDesolator1356.03%59.557.04%+7.80%-1.16%+1.78%0.69%20:3212:3815:1817:0819:321:09:4004:1403:08
lesser_critCrystalys25511.38%58.753.73%+6.45%+4.08%-2.17%-0.60%31:1408:2024:5029:4035:171:07:1610:2707:44
skadiEye of Skadi934.15%57.959.14%+9.74%-2.62%-6.97%0.00%31:1315:2423:4232:0935:5657:3012:1409:03
mantaManta Style25311.29%57.153.36%+5.91%+3.78%-7.33%-1.11%22:3712:4116:3322:0226:331:07:0610:0007:24
pipePipe of Insight763.39%56.360.53%+11.06%-7.90%-2.64%0.00%23:1814:0617:1920:3125:2448:4408:0505:59
force_staffForce Staff41918.71%55.651.55%+7.52%-1.07%-5.84%-0.44%27:3003:1421:3426:2032:291:10:3810:5508:05
bracerBracer36416.25%54.851.92%+6.53%+5.22%+1.93%-2.32%03:14-00:0701:5302:2803:1827:5301:2501:02
aether_lensAether Lens1858.26%54.054.59%+6.30%-4.59%-2.42%0.16%23:3508:5216:0822:2729:211:05:1413:1309:47
kaya_and_sangeKaya and Sange883.93%53.259.09%+9.76%+9.09%+9.09%0.00%28:5414:4823:2327:2433:0554:2009:4207:11
sangeSange1476.56%52.455.10%+6.23%+1.66%+7.06%0.54%27:0611:3821:1425:5031:1954:1310:0507:28
yashaYasha28512.72%51.651.93%+4.86%+1.59%-5.45%-0.66%20:0808:1513:3418:4824:121:07:0710:3807:52
wraith_bandWraith Band32314.42%50.851.39%+5.24%+9.10%-0.77%-3.40%06:3300:0902:1002:4205:0437:3802:5402:08
nullifierNullifier662.95%50.060.61%+11.11%+15.86%-16.86%0.00%39:4415:4331:2235:3445:041:17:3513:4210:08
invis_swordShadow Blade22810.18%49.252.63%+4.87%+8.77%-8.77%-2.04%30:3315:4125:0028:2033:371:41:1008:3706:22
orchidOrchid Malevolence944.20%48.457.45%+7.98%-3.28%-0.93%0.00%27:1012:5418:0623:0232:201:22:1114:1410:32
glimmer_capeGlimmer Cape1617.19%47.654.04%+5.22%+5.96%-1.54%-0.84%25:0813:2620:1024:1729:0557:5508:5506:36
moon_shardMoon Shard572.54%46.861.40%+12.17%-11.40%-11.40%0.00%54:3223:0743:1150:131:04:361:41:4821:2515:51
hand_of_midasHand of Midas42819.11%46.049.77%+5.42%+6.30%-6.78%-1.46%17:2605:5412:0615:3421:0360:4408:5706:37
spirit_vesselSpirit Vessel1386.16%45.254.35%+4.92%+14.22%-4.35%-3.68%13:5407:1411:1612:3916:1929:4305:0303:44
phase_bootsPhase Boots38117.01%44.449.87%+4.42%+6.97%-7.76%-4.40%08:3703:5306:1807:4009:3932:1403:2102:28
mjollnirMjollnir1205.36%43.755.00%+5.75%+15.00%-1.67%-2.44%28:4015:3023:2026:5130:101:26:3706:5005:03
radianceRadiance1396.21%42.953.96%+4.60%+6.04%-8.25%-3.74%19:0712:4617:0019:0220:4930:0503:4902:49
heartHeart of Tarrasque1838.17%42.152.46%+3.72%+14.93%-2.46%-2.86%25:3112:0821:4424:2127:4957:0006:0504:30
guardian_greavesGuardian Greaves291.29%41.368.97%+19.24%-11.83%+2.46%0.00%27:3112:0519:1827:2234:1940:1215:0111:07
lifestealMorbid Mask1677.46%40.552.69%+3.76%-12.21%+6.83%0.88%17:2004:4407:4809:5429:2955:1121:4116:03
harpoonHarpoon662.95%39.759.09%+9.46%+11.50%-15.34%0.00%26:2213:2720:4525:1929:5149:4109:0606:44
bottleBottle33815.09%38.949.41%+2.53%+1.18%+1.78%0.60%02:2600:0901:2601:4102:1144:3500:4500:33
urn_of_shadowsUrn of Shadows1868.30%38.151.61%+2.57%-2.67%+11.43%4.23%07:0902:1405:0206:2508:2224:3203:2002:28
ghostGhost Scepter1104.91%37.354.55%+5.29%-0.98%-2.70%-0.17%31:3816:0725:2129:5035:201:15:2209:5907:23
echo_sabreEcho Sabre1295.76%36.553.49%+4.22%-0.36%-19.11%-4.54%16:1010:4313:3015:0917:3844:1904:0803:03
quelling_bladeQuelling Blade86338.53%35.746.58%+11.02%+1.57%+2.49%0.73%01:16-01:29-00:3100:2601:4735:4702:1801:42
dragon_lanceDragon Lance23310.40%34.950.21%+1.90%+10.13%+1.51%-0.90%18:0506:2810:3915:2020:131:11:1409:3407:05
diademDiadem1114.96%34.154.05%+4.68%-4.05%-4.05%0.00%22:1304:3610:5621:1428:361:07:3917:4013:05
hurricane_pikeHurricane Pike1386.16%33.352.17%+2.95%+7.83%-8.05%-1.53%30:4716:4324:3929:1135:001:10:5710:2107:40
javelinJavelin2159.60%32.549.30%+0.64%+4.40%-10.41%-0.88%20:1304:4210:3914:3927:261:28:5516:4712:25
vanguardVanguard1406.25%31.751.43%+2.02%0.00%+28.57%4.13%14:2703:3005:3807:0512:331:05:2206:5505:07
maelstromMaelstrom1697.54%31.050.30%+1.22%+11.60%-5.06%-2.54%18:3509:1613:1515:1719:491:28:5506:3404:51
armletArmlet of Mordiggian612.72%30.257.38%+7.63%+15.95%-17.38%0.00%12:1007:2010:1511:2212:5646:5202:4101:59
tranquil_bootsTranquil Boots28512.72%29.447.72%+0.09%-2.65%+8.62%1.10%15:1504:1209:1111:5319:2455:1610:1307:34
soul_ringSoul Ring1145.09%28.651.75%+2.26%+6.87%-1.75%-2.27%09:1402:1306:3508:4510:2349:5903:4802:48
arcane_blinkArcane Blink291.29%27.865.52%+15.86%+20.19%-22.66%0.00%53:5333:0241:1746:5256:461:46:2115:2911:28
greater_critDaedalus542.41%27.057.41%+7.75%+14.02%-3.56%0.00%38:2121:5630:3934:4442:401:18:2512:0108:54
ring_of_basiliusRing of Basilius662.95%26.254.55%+4.87%-13.37%+1.70%0.00%12:0802:0306:0809:0512:1753:1706:0904:33
orb_of_venomOrb of Venom693.08%25.452.17%+2.40%+0.77%-5.11%0.00%05:08-00:0603:1104:3305:2523:1302:1401:39
orb_of_corrosionOrb of Corrosion693.08%24.652.17%+2.40%+12.54%-5.11%0.00%06:2902:4704:3705:4007:2624:4602:4902:05
falcon_bladeFalcon Blade783.48%23.850.00%+0.02%+5.00%-18.42%0.00%06:3603:2404:5805:5307:5013:4902:5202:07
ethereal_bladeEthereal Blade241.07%23.062.50%+12.66%+20.83%-12.50%0.00%35:3121:3025:4630:5442:331:15:2316:4712:25
diffusal_bladeDiffusal Blade783.48%22.247.44%-2.54%+17.56%-0.07%0.00%15:5406:5312:1113:3615:401:03:0303:2902:34
heavens_halberdHeaven's Halberd441.96%21.452.27%+2.41%-6.82%-6.82%0.00%30:1613:4024:4930:0234:1155:5109:2206:56
vladmirVladmir's Offering210.94%20.661.90%+12.01%-1.90%-1.90%0.00%22:0811:2112:4813:2435:3953:1722:5116:55
rod_of_atosRod of Atos683.04%19.847.06%-2.89%+11.76%+11.76%0.00%18:3910:5016:1718:0120:4630:4504:2903:19
mask_of_madnessMask of Madness924.11%19.044.57%-5.52%+3.26%-9.79%0.00%12:3807:3609:1910:2211:4655:1102:2701:48
monkey_king_barMonkey King Bar502.23%18.348.00%-1.91%+28.92%-14.67%0.00%37:2723:1031:3035:1340:561:12:4709:2606:59
disperserDisperser180.80%17.561.11%+11.20%+38.89%-11.11%0.00%37:2124:4730:0934:4642:001:05:3411:5108:46
veil_of_discordVeil of Discord180.80%16.761.11%+11.20%+18.89%-11.11%0.00%17:0811:2412:1716:2020:1325:2407:5605:52
witch_bladeWitch Blade562.50%15.944.64%-5.43%+19.65%-16.07%0.00%22:2008:4412:2114:1528:541:09:0516:3312:15
yasha_and_kayaYasha and Kaya140.63%15.164.29%+14.40%-14.29%+2.38%0.00%38:1118:5333:2535:3643:341:07:0710:0907:31
helm_of_the_dominatorHelm of the Dominator160.71%14.356.25%+6.29%-6.25%-6.25%0.00%12:1006:5108:2108:3409:111:04:1600:5000:37
revenants_broochRevenant's Brooch190.85%13.552.63%+2.68%+47.37%-12.63%0.00%43:4829:4432:3439:1350:351:09:3218:0113:20
helm_of_the_overlordHelm of the Overlord140.63%12.757.14%+7.18%-7.14%+9.53%0.00%15:0613:0913:5815:0415:4717:3901:4901:20
gungirGleipnir100.45%11.960.00%+10.04%+40.00%-60.00%0.00%35:5116:2024:3129:4739:101:30:2014:3910:51
dagon_2Dagon (level 2)100.45%11.160.00%+10.04%-26.67%+40.00%0.00%41:3422:2028:5438:1346:501:07:4017:5613:17
dagonDagon170.76%10.347.06%-2.96%-47.06%+27.94%0.00%35:3516:3523:1233:3445:141:07:4022:0216:19
phylacteryPhylactery140.63%9.550.00%0.00%0.00%+16.67%0.00%10:5308:4110:1710:4711:3712:3301:2000:59
sange_and_yashaSange and Yasha140.63%8.750.00%0.00%-25.00%+50.00%0.00%26:3514:5917:4724:4229:0249:4611:1508:20
rapierDivine Rapier210.94%7.942.86%-7.03%-22.86%+17.14%0.00%1:03:1237:3350:381:05:371:10:491:36:5220:1114:57
meteor_hammerMeteor Hammer261.16%7.138.46%-11.68%-9.89%-5.13%0.00%08:3406:5007:1708:0409:1914:0602:0201:30
null_talismanNull Talisman190.85%6.342.11%-7.94%-22.11%-2.11%0.00%09:1501:0702:1503:3504:4940:3202:3401:54
bfuryBattle Fury130.58%5.646.15%-3.87%+20.52%-12.82%0.00%14:4912:4513:3714:5915:3817:0102:0101:29
pavisePavise40.18%4.875.00%+25.04%+25.00%-75.00%0.00%12:2210:1210:1211:3712:2815:1202:1601:40
dagon_3Dagon (level 3)50.22%4.060.00%+10.02%-60.00%+40.00%0.00%48:2524:1524:1546:511:05:041:07:4140:4930:14
dagon_4Dagon (level 4)50.22%3.260.00%+10.02%-60.00%+40.00%0.00%49:2626:2926:2949:411:05:041:07:4238:3528:34
dagon_5Dagon (level 5)40.18%2.450.00%0.00%-50.00%+50.00%0.00%50:0127:4927:4949:4157:301:05:0429:4121:59
holy_locketHoly Locket10.04%1.6100.00%0.00%0.00%0.00%0.00%33:1933:1933:1933:1933:1933:1900:0000:00
crimson_guardCrimson Guard60.27%0.833.33%-16.71%-33.33%+66.67%0.00%20:4416:4817:5320:4123:1724:1705:2404:00