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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
bootsBoots of Speed177591.49%81.950.37%+46.02%+1.66%-1.50%-0.90%05:04-01:2903:1704:4806:4735:1702:35
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
visageVisage2100.00%100.0100.00%+100.00%0.00%0.00%0.00%05:3904:0604:0607:1107:1107:1103:0502:17
rikiRiki1100.00%99.1100.00%0.00%0.00%0.00%0.00%03:0303:0303:0303:0303:0303:0300:0000:00
arc_wardenArc Warden1100.00%98.2100.00%0.00%0.00%0.00%0.00%13:0213:0213:0213:0213:0213:0200:0000:00
baneBane32100.00%97.378.13%+78.13%-3.13%-3.13%0.00%06:4003:1005:1406:2907:3813:3902:2401:46
drow_rangerDrow Ranger4100.00%96.475.00%+75.00%+25.00%-75.00%-27.27%03:5701:4001:4002:5005:2005:5703:4002:42
winter_wyvernWinter Wyvern18100.00%95.572.22%+72.22%-12.22%+2.78%5.92%05:31-01:2904:1506:0206:4710:3402:3201:52
ember_spiritEmber Spirit36100.00%94.669.44%+69.44%+19.45%-13.88%-30.30%04:1801:3403:4504:1104:5106:4201:0600:48
chenChen150.00%93.8100.00%0.00%0.00%0.00%0.00%13:5213:5213:5213:5213:5213:5200:0000:00
necrolyteNecrophos9100.00%92.966.67%+66.67%-16.67%-16.67%0.00%04:0401:5702:4404:0104:4106:4301:5701:26
magnataurMagnus44100.00%92.065.91%+65.91%+6.82%+15.91%1.92%06:0801:5903:4305:4908:2711:0304:4403:30
doom_bringerDoom31100.00%91.164.52%+64.52%-14.52%-2.02%9.26%02:58-01:2902:1503:0103:3605:0301:2101:00
enchantressEnchantress14100.00%90.264.29%+64.29%+10.71%+2.38%-1.09%08:38-01:2904:4207:1612:2221:0707:4005:40
spectreSpectre25100.00%89.364.00%+64.00%+2.67%+2.67%0.00%06:3504:2305:4506:2807:0709:1501:2201:00
templar_assassinTemplar Assassin16100.00%88.462.50%+62.50%-37.50%-12.50%15.00%03:5201:1502:5603:4104:3606:1701:4001:14
bloodseekerBloodseeker8100.00%87.562.50%+62.50%+37.50%-12.50%-30.00%02:5101:3101:3601:5903:1606:2601:4001:14
windrunnerWindranger8100.00%86.662.50%+62.50%-12.50%-62.50%-6.41%07:1303:2603:2604:3211:1412:4307:4805:46
venomancerVenomancer8100.00%85.762.50%+62.50%-12.50%-12.50%0.00%03:5301:5702:0603:2204:1607:4802:1001:36
monkey_kingMonkey King3062.50%84.866.67%+22.23%-4.17%-9.53%-1.83%03:41-01:2902:0103:2604:5710:3902:5602:10
furionNature's Prophet1565.22%83.966.67%+16.67%+8.33%-16.67%-14.15%04:03-01:2902:2903:3604:1515:5901:4601:18
elder_titanElder Titan73100.00%83.060.27%+60.27%+6.40%-26.94%-6.58%02:29-01:29-01:29-01:2906:3315:0708:0205:57
dark_willowDark Willow10100.00%82.160.00%+60.00%+6.67%-10.00%-4.41%04:40-01:2903:4804:1607:3507:5003:4702:48
abyssal_underlordUnderlord5100.00%81.360.00%+60.00%+40.00%-60.00%-92.31%03:0302:0002:0003:0103:0504:3101:0500:48
morphlingMorphling30100.00%80.460.00%+60.00%-22.50%+11.43%17.25%06:4201:3005:5607:3307:5409:3401:5801:27
pugnaPugna5100.00%79.560.00%+60.00%-60.00%-60.00%0.00%07:0105:1505:1507:3007:3908:3802:2401:46
faceless_voidFaceless Void15100.00%78.660.00%+60.00%-10.00%+15.00%24.59%04:4602:0103:5504:2904:5609:4301:0100:45
undyingUndying12100.00%77.758.33%+58.33%-25.00%+8.34%4.52%06:12-01:29-01:2906:3608:5213:0410:2107:40
ancient_apparitionAncient Apparition12100.00%76.858.33%+58.33%+8.34%+41.67%7.43%07:4100:4105:3006:5109:5912:2604:2903:19
razorRazor12100.00%75.958.33%+58.33%-25.00%+8.34%13.99%04:1201:4602:5803:4605:2107:1502:2301:45
linaLina40100.00%75.057.50%+57.50%+12.50%-7.50%-13.04%05:2503:0104:4405:1606:1608:4001:3201:08
lunaLuna23100.00%74.156.52%+56.52%+10.15%-6.52%-9.35%03:5702:2902:5403:4704:4105:4501:4701:19
disruptorDisruptor39100.00%73.256.41%+56.41%-16.41%+33.59%16.39%08:1503:2706:3307:5109:3614:4503:0302:15
rubickRubick18100.00%72.355.56%+55.56%-15.56%+19.44%14.38%00:48-01:29-01:29-01:2903:5506:3205:2404:00
ogre_magiOgre Magi22100.00%71.454.55%+54.55%+12.12%-14.55%-9.88%07:09-01:2905:2707:0308:0914:0402:4202:00
skeleton_kingWraith King11100.00%70.554.55%+54.55%+45.45%+12.12%-30.30%04:1002:5803:2703:5904:3305:5501:0600:48
kunkkaKunkka24100.00%69.654.17%+54.17%+45.83%+12.50%-25.97%04:0801:0203:4104:1004:5806:0201:1700:57
tinyTiny55100.00%68.852.73%+52.73%-2.73%+4.41%4.16%03:30-01:2902:5103:5504:3406:2201:4301:16
tidehunterTidehunter63100.00%67.952.38%+52.38%+10.12%-2.38%-4.57%05:5401:4704:2705:5007:1110:3702:4402:01
terrorbladeTerrorblade23100.00%67.052.17%+52.17%-18.84%+14.50%23.26%04:2501:4103:2904:2904:5507:1301:2601:03
lionLion48100.00%66.152.08%+52.08%-2.08%-10.41%-2.30%02:35-01:29-01:2903:0005:0609:5506:3504:52
legion_commanderLegion Commander29100.00%65.251.72%+51.72%+19.71%+5.42%-3.16%06:3601:1604:1106:4008:4215:5604:3103:20
earthshakerEarthshaker61100.00%64.350.82%+50.82%+2.51%-4.15%-3.51%01:43-01:29-01:2902:3203:2307:4204:5203:36
phantom_lancerPhantom Lancer4100.00%63.450.00%+50.00%-50.00%+50.00%100.00%04:5304:3604:3604:3704:5305:2500:1700:12
tuskTusk8100.00%62.550.00%+50.00%+50.00%-50.00%-28.30%03:31-01:29-01:2904:3505:0106:4206:3004:48
juggernautJuggernaut8100.00%61.650.00%+50.00%0.00%0.00%0.00%01:5401:1501:3101:4202:0602:3400:3500:25
abaddonAbaddon8100.00%60.750.00%+50.00%0.00%+50.00%18.75%08:2804:1906:4208:5909:2211:5702:4001:58
miranaMirana16100.00%59.850.00%+50.00%0.00%0.00%0.00%03:09-01:29-01:2903:1206:1008:3407:3905:40
chaos_knightChaos Knight4100.00%58.950.00%+50.00%-50.00%+50.00%55.56%03:4902:2802:2804:0704:1604:2401:4801:20
lichLich2100.00%58.050.00%+50.00%-50.00%0.00%36.14%05:2804:4604:4606:0906:0906:0901:2301:01
slardarSlardar8100.00%57.150.00%+50.00%+50.00%-50.00%-62.50%03:2202:0602:0803:1103:4405:1601:3601:11
slarkSlark8100.00%56.350.00%+50.00%+50.00%0.00%-23.44%04:0401:3602:2003:1904:2807:1002:0801:34
nyx_assassinNyx Assassin10100.00%55.450.00%+50.00%-50.00%0.00%9.29%04:11-01:29-01:2905:1406:5208:2708:2106:11
silencerSilencer26100.00%54.550.00%+50.00%-7.14%0.00%2.34%08:0104:0206:1308:0409:1616:1603:0302:15
void_spiritVoid Spirit43100.00%53.648.84%+48.84%-12.48%-3.39%4.96%05:2703:0604:2905:1506:1908:5701:5001:21
medusaMedusa27100.00%52.748.15%+48.15%-19.58%-19.58%0.00%03:5901:5603:1203:5404:4306:2001:3101:07
puckPuck19100.00%51.847.37%+47.37%-27.37%+12.63%33.80%06:0003:4705:1806:0906:2908:3401:1100:52
storm_spiritStorm Spirit47100.00%50.946.81%+46.81%+11.52%+11.52%0.00%05:3002:2404:2005:2906:2609:3102:0601:33
dawnbreakerDawnbreaker13100.00%50.046.15%+46.15%+20.52%+20.52%0.00%04:18-01:2902:5804:0805:2009:0802:2201:45
snapfireSnapfire61100.00%49.145.90%+45.90%+27.43%+0.77%-6.15%06:32-01:2904:2205:5708:4215:4004:2003:12
beastmasterBeastmaster11100.00%48.245.45%+45.45%-12.12%-12.12%0.00%10:4605:4408:4309:3110:2423:1801:4101:14
shredderTimbersaw11100.00%47.345.45%+45.45%+21.22%-45.45%-40.00%04:4402:3603:4504:4305:2507:0701:4001:14
life_stealerLifestealer11100.00%46.445.45%+45.45%-12.12%+54.55%35.72%03:3301:3502:1803:2504:1006:5201:5201:22
nevermoreShadow Fiend9100.00%45.544.44%+44.44%+55.56%-44.44%-71.43%03:3201:3801:4603:0603:1009:4701:2401:02
phoenixPhoenix25100.00%44.644.00%+44.00%+6.00%+6.00%0.00%06:31-01:2904:4707:1108:5510:5804:0803:03
ursaUrsa21100.00%43.842.86%+42.86%+37.14%+17.14%-13.33%02:4301:2201:4502:0203:1506:4201:3001:06
shadow_shamanShadow Shaman7100.00%42.942.86%+42.86%+7.14%-42.86%-32.26%01:18-01:29-01:29-01:2903:0207:0304:3103:20
crystal_maidenCrystal Maiden7100.00%42.042.86%+42.86%-42.86%-42.86%0.00%07:4303:0606:0907:2008:3012:2802:2101:44
earth_spiritEarth Spirit990.00%41.144.44%-55.56%-44.44%+55.56%39.22%02:37-01:29-01:2902:2704:0211:2805:3104:05
clinkzClinkz12100.00%40.241.67%+41.67%+25.00%-41.67%-12.74%08:0902:0305:2509:1110:3911:2605:1403:52
phantom_assassinPhantom Assassin5100.00%39.340.00%+40.00%-40.00%+60.00%35.09%04:5203:1003:1004:1806:0106:5002:5102:06
sniperSniper5100.00%38.440.00%+40.00%+60.00%-40.00%-63.16%03:4502:3602:3603:2904:1105:4501:3501:10
bounty_hunterBounty Hunter5100.00%37.540.00%+40.00%-40.00%+60.00%76.92%03:5803:0203:0204:1604:2004:4101:1800:57
troll_warlordTroll Warlord15100.00%36.640.00%+40.00%-15.00%-15.00%0.00%04:3501:3403:2004:5505:3506:2102:1501:40
centaurCentaur Warrunner5100.00%35.740.00%+40.00%+60.00%+60.00%0.00%07:5806:3806:3808:0108:3009:0801:5201:22
witch_doctorWitch Doctor5100.00%34.840.00%+40.00%+60.00%-40.00%-21.20%08:1704:2804:2807:3809:1114:3004:4303:29
oracleOracle5100.00%33.940.00%+40.00%-40.00%+60.00%15.71%05:33-01:29-01:2906:2307:5108:4909:2006:54
night_stalkerNight Stalker20100.00%33.040.00%+40.00%-20.00%+20.00%15.69%04:11-01:2902:3204:1905:0509:1002:3301:53
treantTreant Protector13100.00%32.138.46%+38.46%-38.46%-5.13%9.48%06:44-01:2905:1706:5108:4811:4803:3102:36
svenSven21100.00%31.338.10%+38.10%-18.10%+1.90%12.12%03:4001:3802:4403:4804:2305:3601:3901:13
invokerInvoker29100.00%30.437.93%+37.93%-9.36%-9.36%0.00%06:4004:1205:2706:3007:1510:3501:4801:20
hoodwinkHoodwink8100.00%29.537.50%+37.50%+12.50%+12.50%0.00%06:2403:5604:2106:3007:2409:1103:0302:15
queenofpainQueen of Pain16100.00%28.637.50%+37.50%-37.50%+12.50%18.99%07:5903:5104:4905:2207:2718:2902:3801:57
pangolierPangolier14100.00%27.735.71%+35.71%-10.71%-35.71%-6.76%07:0803:5104:2606:1908:0815:4903:4202:44
rattletrapClockwerk17100.00%26.835.29%+35.29%+39.71%-10.29%-10.49%03:20-01:29-01:2904:5006:1510:1507:4405:43
dragon_knightDragon Knight20100.00%25.935.00%+35.00%+5.00%-15.00%-6.22%05:1401:2103:3004:5106:4308:1103:1302:22
leshracLeshrac23100.00%25.034.78%+34.78%-1.45%-1.45%0.00%04:1402:1003:1003:5904:4806:5401:3801:12
grimstrokeGrimstroke3100.00%24.133.33%+33.33%-33.33%0.00%9.48%05:0803:5703:5703:5807:2807:2803:3102:36
antimageAnti-Mage3100.00%23.233.33%+33.33%-33.33%0.00%5.26%05:4401:4901:4907:1508:0908:0906:2004:41
viperViper3100.00%22.333.33%+33.33%-33.33%0.00%33.33%03:1302:5602:5603:1803:2603:2600:3000:22
sand_kingSand King18100.00%21.433.33%+33.33%+26.67%-8.33%-11.93%04:1101:4902:2703:2805:2308:4102:5602:10
vengefulspiritVengeful Spirit9100.00%20.533.33%+33.33%-33.33%-33.33%0.00%04:2801:5003:0003:4904:2809:2601:2801:05
bristlebackBristleback6100.00%19.633.33%+33.33%-33.33%-33.33%0.00%07:3805:1407:0808:0608:1908:4501:1100:52
death_prophetDeath Prophet6100.00%18.833.33%+33.33%-33.33%+66.67%60.00%04:2703:1603:3903:5705:1905:4601:4001:14
marsMars41100.00%17.931.71%+31.71%-1.71%+28.29%6.74%05:5701:3903:2905:3907:5611:0004:2703:17
skywrath_mageSkywrath Mage990.00%17.033.33%+33.33%+16.67%+16.67%0.00%08:2904:1504:5308:5509:4618:1604:5303:37
weaverWeaver1019.23%16.150.00%+2.38%+16.67%+50.00%7.69%05:1901:2803:1005:0107:3008:3004:2003:12
shadow_demonShadow Demon10100.00%15.230.00%+30.00%-30.00%-30.00%0.00%02:37-01:29-01:2901:5605:2109:5906:5005:03
dark_seerDark Seer9100.00%14.322.22%+22.22%-22.22%+27.78%33.71%04:2903:1403:1604:1004:4507:5701:2901:05
gyrocopterGyrocopter19100.00%13.421.05%+21.05%+18.95%-1.05%-12.63%04:2903:0603:4704:1005:2206:1501:3501:10
naga_sirenNaga Siren5100.00%12.520.00%+20.00%-20.00%-20.00%0.00%03:2901:5201:5202:4504:1205:5402:2001:43
jakiroJakiro6100.00%11.616.67%+16.67%-16.67%-16.67%0.00%07:4606:1706:4406:4709:1210:0302:2801:49
batriderBatrider6100.00%10.716.67%+16.67%+33.33%-16.67%-50.00%03:1801:3602:4503:1703:3704:5900:5200:38
wispIo11.67%9.8100.00%0.00%0.00%0.00%0.00%34:4234:4234:4234:4234:4234:4200:0000:00
lycanLycan516.67%8.920.00%-28.00%-20.00%-20.00%0.00%26:0316:4516:4527:0927:3535:1710:5008:01
alchemistAlchemist1100.00%8.00.00%0.00%0.00%0.00%0.00%04:2004:2004:2004:2004:2004:2000:0000:00
brewmasterBrewmaster3100.00%7.10.00%0.00%0.00%0.00%0.00%08:5706:3906:3907:0513:0813:0806:2904:48
warlockWarlock1100.00%6.30.00%0.00%0.00%0.00%0.00%08:2808:2808:2808:2808:2808:2800:0000:00
omniknightOmniknight1100.00%5.40.00%0.00%0.00%0.00%0.00%12:5012:5012:5012:5012:5012:5000:0000:00
enigmaEnigma1100.00%4.50.00%0.00%0.00%0.00%0.00%02:1202:1202:1202:1202:1202:1200:0000:00
pudgePudge1100.00%3.60.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
dazzleDazzle1100.00%2.70.00%0.00%0.00%0.00%0.00%09:0809:0809:0809:0809:0809:0800:0000:00
keeper_of_the_lightKeeper of the Light1100.00%1.80.00%0.00%0.00%0.00%0.00%04:1504:1504:1504:1504:1504:1500:0000:00
axeAxe2100.00%0.90.00%0.00%0.00%0.00%0.00%07:4307:4207:4207:4407:4407:4400:0200:01