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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
ultimate_scepterAghanim's Scepter3341.25%100.072.73%+50.51%+14.77%-10.23%-1.69%31:5118:0524:5133:0339:3645:5014:4510:55
yashaYasha1215.00%99.183.33%+42.23%-16.66%+16.67%3.68%19:4909:5213:4918:4722:5333:2709:0406:42
crownCrown1215.00%98.283.33%+42.23%-16.66%+16.67%6.73%11:06-00:3506:5409:1111:5140:1204:5703:40
falcon_bladeFalcon Blade45.00%97.3100.00%+52.63%0.00%0.00%0.00%09:1905:5505:5509:2510:3211:2204:3703:25
ancient_janggoDrum of Endurance45.00%96.4100.00%+53.25%0.00%0.00%0.00%28:4812:4712:4728:1931:5742:0719:1014:11
boots_of_bearingBoots of Bearing45.00%95.5100.00%+53.25%0.00%0.00%0.00%34:1521:5221:5234:2237:1543:3115:2311:23
fluffy_hatFluffy Hat3138.75%94.658.06%+27.50%+16.94%-20.56%-4.46%16:4504:3410:1713:5618:4143:0408:2406:13
power_treadsPower Treads2936.25%93.858.62%+26.68%-1.48%-1.48%0.00%08:0603:5406:1007:5509:2113:1103:1102:21
bootsBoots of Speed80100.00%92.950.00%+50.00%0.00%-15.00%-4.55%05:05-01:2903:2604:4806:4413:0603:1802:26
magic_stickMagic Stick6378.75%92.049.21%+36.71%-11.71%+13.29%23.81%01:33-01:30-01:2901:2502:3216:1604:0102:58
mantaManta Style810.00%91.175.00%+29.05%-25.00%+25.00%2.69%26:2713:4414:3024:0833:0645:0218:3613:46
bucklerBuckler1012.50%90.270.00%+26.00%+30.00%-20.00%-3.44%31:4718:2924:0831:4938:4141:5914:3310:46
arcane_bootsArcane Boots3240.00%89.353.13%+21.19%+9.37%-28.13%-6.78%10:0104:5906:2209:4411:5419:3505:3204:05
magic_wandMagic Wand5771.25%88.447.37%+29.31%-4.51%+24.06%4.95%05:37-01:3002:1403:5208:0042:0705:4604:16
ring_of_protectionRing of Protection2227.50%87.554.55%+15.66%-4.55%-14.55%-0.63%16:5100:2807:5411:0223:4141:5915:4711:41
force_staffForce Staff2227.50%86.654.55%+16.19%+45.45%-14.55%-5.11%24:2313:1418:4622:2730:3038:2511:4408:41
wraith_bandWraith Band1316.25%85.761.54%+17.10%+5.13%+5.13%0.00%03:0600:5702:0902:5703:4306:1301:3401:09
void_stoneVoid Stone3341.25%84.848.48%+15.15%-10.98%+1.52%0.79%22:2504:5813:0320:2528:5441:4915:5111:44
urn_of_shadowsUrn of Shadows33.75%83.9100.00%+51.95%0.00%0.00%0.00%09:1707:5507:5508:4311:1411:1403:1902:27
veil_of_discordVeil of Discord33.75%83.0100.00%+51.95%0.00%0.00%0.00%14:1505:3805:3812:0725:0025:0019:2214:20
rod_of_atosRod of Atos33.75%82.1100.00%+51.95%0.00%0.00%0.00%26:3614:4914:4919:3545:2545:2530:3622:40
ultimate_scepter_2Aghanim's Blessing33.75%81.3100.00%+52.56%0.00%0.00%0.00%41:0636:2436:2442:3944:1444:1407:5005:48
spirit_vesselSpirit Vessel33.75%80.4100.00%+51.95%0.00%0.00%0.00%13:5412:2412:2412:4116:3816:3804:1403:08
sange_and_yashaSange and Yasha33.75%79.5100.00%+51.95%0.00%0.00%0.00%25:2822:5322:5326:4326:4826:4803:5502:54
guardian_greavesGuardian Greaves78.75%78.671.43%+24.76%+28.57%-71.43%-8.14%31:0421:5622:2732:1934:4439:1612:1709:05
mekansmMekansm78.75%77.771.43%+24.76%+28.57%-21.43%-5.04%25:1217:1917:4827:2127:4335:4209:5507:20
sangeSange1417.50%76.857.14%+14.47%-7.14%+9.53%0.79%29:1413:1219:2026:3140:2449:0221:0415:36
butterflyButterfly56.25%75.980.00%+32.00%-80.00%+20.00%0.00%29:3020:4620:4624:4135:1044:4214:2410:40
heavens_halberdHeaven's Halberd56.25%75.080.00%+32.63%+20.00%+20.00%0.00%34:0520:2120:2139:5142:1046:4021:4916:09
chainmailChainmail1721.25%74.152.94%+11.05%+22.06%-2.94%-1.32%18:3504:3407:4815:1526:4647:1118:5814:02
headdressHeaddress1215.00%73.258.33%+13.74%+41.67%-25.00%-5.52%22:2206:2614:5921:1027:0440:1312:0508:57
bottleBottle1012.50%72.360.00%+13.42%+6.67%-10.00%-16.67%01:5301:1701:2601:4102:2102:4300:5500:40
black_king_barBlack King Bar2430.00%71.445.83%+5.55%+4.17%-29.16%-3.85%31:0519:3125:4529:2934:2445:5108:3906:24
aghanims_shardAghanim's Shard3543.75%70.540.00%+3.89%+4.44%-17.78%-1.56%26:5615:0618:5325:2433:0744:3414:1410:32
bracerBracer1113.75%69.654.55%+7.97%+45.45%-21.22%-66.67%03:2900:4402:3802:5503:2107:0400:4300:31
ring_of_healthRing of Health1417.50%68.850.00%+4.17%0.00%+16.67%0.71%16:0502:0904:0707:5727:2639:4323:1917:16
hurricane_pikeHurricane Pike67.50%67.966.67%+18.67%+33.33%+33.33%0.00%22:5515:2115:5821:0530:3032:1914:3210:45
octarine_coreOctarine Core67.50%67.066.67%+18.67%+33.33%-66.67%-12.63%36:5926:5334:3436:0042:2944:3207:5505:51
dragon_lanceDragon Lance67.50%66.166.67%+18.67%+33.33%-66.67%-25.97%13:3711:2511:5912:0315:5016:3403:5102:51
ring_of_basiliusRing of Basilius67.50%65.266.67%+19.30%-16.67%+33.33%7.39%07:2701:2301:3904:1808:2522:5706:4605:00
javelinJavelin911.25%64.355.56%+6.95%-5.56%-5.56%0.00%22:4312:1312:3327:3030:3134:3717:5813:18
quelling_bladeQuelling Blade2531.25%63.440.00%-1.67%-6.67%+10.00%0.00%-01:13-01:30-01:29-01:29-01:2903:0400:0000:00
monkey_king_barMonkey King Bar45.00%62.575.00%+26.32%+25.00%+25.00%0.00%32:5927:5727:5727:5831:0045:0203:0302:15
sheepstickScythe of Vyse45.00%61.675.00%+26.95%+25.00%+25.00%0.00%36:5528:4428:4438:1338:5841:4310:1407:34
lesser_critCrystalys1316.25%60.746.15%-0.43%-12.82%+53.85%6.51%28:2920:0321:4327:2231:5745:5110:1407:34
helm_of_iron_willHelm of Iron Will22.50%59.8100.00%+51.28%0.00%0.00%0.00%23:5714:4514:4533:0833:0833:0818:2313:37
gungirGleipnir22.50%58.9100.00%+51.28%0.00%0.00%0.00%39:2733:2933:2945:2545:2545:2511:5608:50
wind_laceWind Lace2025.00%58.040.00%-4.44%+40.00%0.00%-2.49%14:53-01:2907:0510:4623:1035:0416:0511:54
kayaKaya810.00%57.150.00%+1.35%+50.00%0.00%-4.78%26:5417:4319:1725:0229:4538:1510:2807:45
travel_bootsBoots of Travel56.25%56.360.00%+11.95%+40.00%+40.00%0.00%38:3729:4729:4739:0539:0747:2409:2006:54
blinkBlink Dagger2126.25%55.433.33%-11.88%+26.67%+6.67%-2.22%22:0912:0915:0721:0024:0740:3309:0006:40
maelstromMaelstrom67.50%54.550.00%+0.67%+50.00%-50.00%-6.42%22:5013:0015:4720:1431:2134:3715:3411:31
diffusal_bladeDiffusal Blade67.50%53.650.00%+1.32%-50.00%+50.00%14.15%18:4810:1612:1312:2619:1741:2407:0405:14
pavisePavise67.50%52.750.00%0.00%0.00%-50.00%-18.07%14:1009:5112:4413:3415:3019:2002:4602:02
greater_critDaedalus67.50%51.850.00%+1.32%-50.00%+50.00%11.88%34:1326:1029:4933:5538:1440:4308:2506:14
assaultAssault Cuirass33.75%50.966.67%+17.32%+33.33%0.00%0.00%41:0738:0438:0439:5545:2345:2307:1905:25
lotus_orbLotus Orb33.75%50.066.67%+17.32%+33.33%0.00%0.00%34:2527:1927:1937:0538:5238:5211:3308:33
blade_mailBlade Mail33.75%49.166.67%+17.95%+33.33%0.00%0.00%25:3008:4108:4120:3647:1247:1238:3128:31
radianceRadiance33.75%48.266.67%+17.95%+33.33%0.00%0.00%15:2313:0413:0415:2817:3717:3704:3303:22
heartHeart of Tarrasque33.75%47.366.67%+17.32%+33.33%0.00%0.00%40:4834:2834:2841:1046:4546:4512:1709:05
tranquil_bootsTranquil Boots1113.75%46.436.36%-12.96%+30.31%-3.03%-7.88%14:1804:1208:4511:4612:5931:2904:1403:08
vanguardVanguard78.75%45.542.86%-7.14%+7.14%+7.14%0.00%13:2406:0107:4107:5208:2746:2400:4600:34
ghostGhost Scepter78.75%44.642.86%-7.14%-42.86%+7.14%5.09%30:4316:2326:0829:5035:5738:5409:4907:16
diademDiadem810.00%43.837.50%-11.18%+12.50%-37.50%-4.66%16:0704:0010:2612:0221:1027:4410:4407:57
phylacteryPhylactery45.00%42.950.00%+0.65%-50.00%-50.00%0.00%13:2708:1208:1213:1213:2019:0205:0803:48
meteor_hammerMeteor Hammer45.00%42.050.00%+0.65%-50.00%+50.00%0.00%19:1010:3810:3812:1413:1340:3402:3501:54
aether_lensAether Lens911.25%41.133.33%-16.00%-33.33%-33.33%0.00%24:3412:5116:4621:3531:1742:5614:3110:45
skadiEye of Skadi11.25%40.2100.00%0.00%0.00%0.00%0.00%27:3127:3127:3127:3127:3127:3100:0000:00
armletArmlet of Mordiggian11.25%39.3100.00%0.00%0.00%0.00%0.00%16:2616:2616:2616:2616:2616:2600:0000:00
dagonDagon11.25%38.4100.00%0.00%0.00%0.00%0.00%47:0347:0347:0347:0347:0347:0300:0000:00
solar_crestSolar Crest11.25%37.5100.00%0.00%0.00%0.00%0.00%10:1910:1910:1910:1910:1910:1900:0000:00
nullifierNullifier11.25%36.6100.00%0.00%0.00%0.00%0.00%37:4637:4637:4637:4637:4637:4600:0000:00
aeon_diskAeon Disk11.25%35.7100.00%0.00%0.00%0.00%0.00%46:5246:5246:5246:5246:5246:5200:0000:00
yasha_and_kayaYasha and Kaya11.25%34.8100.00%0.00%0.00%0.00%0.00%33:2733:2733:2733:2733:2733:2700:0000:00
moon_shardMoon Shard11.25%33.9100.00%0.00%0.00%0.00%0.00%29:4529:4529:4529:4529:4529:4500:0000:00
dagon_5Dagon (level 5)11.25%33.0100.00%0.00%0.00%0.00%0.00%47:0347:0347:0347:0347:0347:0300:0000:00
dagon_4Dagon (level 4)11.25%33.0100.00%0.00%0.00%0.00%0.00%47:0347:0347:0347:0347:0347:0300:0000:00
dagon_3Dagon (level 3)11.25%33.0100.00%0.00%0.00%0.00%0.00%47:0347:0347:0347:0347:0347:0300:0000:00
dagon_2Dagon (level 2)11.25%33.0100.00%0.00%0.00%0.00%0.00%47:0347:0347:0347:0347:0347:0300:0000:00
overwhelming_blinkOverwhelming Blink11.25%29.5100.00%0.00%0.00%0.00%0.00%36:3136:3136:3136:3136:3136:3100:0000:00
medallion_of_courageMedallion of Courage11.25%28.6100.00%0.00%0.00%0.00%0.00%06:1606:1606:1606:1606:1606:1600:0000:00
wind_wakerWind Waker11.25%27.7100.00%0.00%0.00%0.00%0.00%32:0132:0132:0132:0132:0132:0100:0000:00
kaya_and_sangeKaya and Sange56.25%26.840.00%-10.00%+60.00%-40.00%0.00%29:3120:5420:5428:3633:5738:3713:0309:40
invis_swordShadow Blade67.50%25.933.33%-17.34%+16.67%-33.33%-6.01%22:3718:1218:1718:1926:3629:0908:1906:09
silver_edgeSilver Edge67.50%25.033.33%-17.34%+16.67%+66.67%7.63%26:0120:1822:3822:5629:1132:0006:3304:51
glimmer_capeGlimmer Cape78.75%24.128.57%-22.10%+21.43%-28.57%-13.04%24:5220:0922:0224:0025:5233:3403:5002:50
cycloneEul's Scepter of Divinity810.00%23.225.00%-25.67%+25.00%-25.00%-10.95%27:5520:2724:3426:5529:0835:3404:3403:22
refresherRefresher Orb22.50%22.350.00%0.00%+50.00%0.00%0.00%29:3420:5120:5138:1738:1738:1717:2612:54
ethereal_bladeEthereal Blade22.50%21.450.00%0.00%+50.00%0.00%0.00%36:4230:5030:5042:3442:3442:3411:4408:41
shivas_guardShiva's Guard22.50%20.550.00%0.00%+50.00%0.00%0.00%32:2421:2321:2343:2543:2543:2522:0216:19
orb_of_venomOrb of Venom22.50%19.650.00%0.00%+50.00%0.00%0.00%01:13-01:29-01:2903:5403:5403:5405:2303:59
cornucopiaCornucopia1012.50%18.820.00%-31.35%-20.00%-20.00%0.00%27:2309:0614:2127:5036:1546:1421:5416:13
mjollnirMjollnir33.75%17.933.33%-16.67%+66.67%0.00%0.00%31:3219:5319:5336:0038:4338:4318:5013:57
harpoonHarpoon33.75%17.033.33%-16.67%+66.67%0.00%0.00%25:2617:2017:2028:4030:1730:1712:5709:35
lifestealMorbid Mask33.75%16.133.33%-17.32%-33.33%0.00%0.00%08:2905:0805:0806:1214:0714:0708:5906:39
hand_of_midasHand of Midas33.75%15.233.33%-17.32%+66.67%0.00%0.00%10:5106:3406:3409:0116:5716:5710:2307:41
mask_of_madnessMask of Madness33.75%14.333.33%-17.32%+66.67%0.00%0.00%12:1006:4706:4712:4516:5816:5810:1107:32
null_talismanNull Talisman33.75%13.433.33%-17.32%+66.67%0.00%0.00%03:0600:3100:3103:1005:3805:3805:0703:47
pipePipe of Insight45.00%12.525.00%-25.65%-25.00%-25.00%0.00%32:4825:1325:1332:0732:0841:4206:5505:07
sphereLinken's Sphere56.25%11.620.00%-31.32%+80.00%-20.00%0.00%37:2829:2629:2636:5443:1444:0113:4810:13
soul_ringSoul Ring56.25%10.720.00%-32.00%-20.00%-20.00%0.00%09:2403:5303:5311:1112:4214:3308:4906:31
echo_sabreEcho Sabre56.25%9.820.00%-30.65%-20.00%-20.00%0.00%17:5412:5912:5916:0320:0027:0107:0105:11
phase_bootsPhase Boots67.50%8.916.67%-35.33%+33.33%-16.67%-6.52%12:5407:5909:0909:5616:4916:5307:4005:40
blight_stoneBlight Stone78.75%8.014.29%-38.41%-14.29%-14.29%0.00%12:23-01:29-01:2105:2013:1335:4014:3410:47
bfuryBattle Fury22.50%7.10.00%-51.28%0.00%0.00%0.00%16:4615:5115:5117:4017:4017:4001:4901:20
orb_of_corrosionOrb of Corrosion11.25%6.30.00%0.00%0.00%0.00%0.00%05:1505:1505:1505:1505:1505:1500:0000:00
basherSkull Basher11.25%5.40.00%0.00%0.00%0.00%0.00%35:2635:2635:2635:2635:2635:2600:0000:00
rapierDivine Rapier11.25%4.50.00%0.00%0.00%0.00%0.00%48:4848:4848:4848:4848:4848:4800:0000:00
holy_locketHoly Locket11.25%3.60.00%0.00%0.00%0.00%0.00%21:3721:3721:3721:3721:3721:3700:0000:00
orchidOrchid Malevolence22.50%2.70.00%-51.28%0.00%0.00%0.00%25:3014:3214:3236:2836:2836:2821:5616:14
desolatorDesolator45.00%1.80.00%-51.95%0.00%0.00%0.00%31:3023:5023:5029:3632:5939:3309:0906:46
witch_bladeWitch Blade11.25%0.90.00%0.00%0.00%0.00%0.00%29:2629:2629:2629:2629:2629:2600:0000:00