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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 Speed848195.51%47.150.04%+47.59%+0.86%-0.23%-0.31%05:32-01:3003:3705:1207:0644:5202:34
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
warlockWarlock1100.00%100.0100.00%0.00%0.00%0.00%0.00%09:3709:3709:3709:3709:3709:3700:0000:00
lycanLycan428.57%99.2100.00%+60.00%0.00%0.00%0.00%21:2212:3212:3221:2421:4729:4309:1506:51
windrunnerWindranger39100.00%98.371.79%+71.79%-1.79%+8.21%2.56%06:08-01:2904:1405:3908:0811:0103:5402:53
naga_sirenNaga Siren15100.00%97.566.67%+66.67%+33.33%-41.67%-46.39%04:0602:1703:1904:0304:5605:4201:3701:11
rikiRiki3100.00%96.766.67%+66.67%+33.33%0.00%0.00%04:2303:0403:0404:5405:1105:1102:0701:34
abyssal_underlordUnderlord54100.00%95.862.96%+62.96%-5.82%+13.96%7.76%05:19-01:2904:0005:1206:3311:2502:3301:53
abaddonAbaddon108100.00%95.062.96%+62.96%0.00%+7.41%1.86%09:13-01:2907:2409:2111:2317:2103:5902:57
shredderTimbersaw95100.00%94.262.11%+62.11%+0.39%-3.78%-1.94%05:0801:4203:5704:5706:0610:1502:0901:35
beastmasterBeastmaster57100.00%93.361.40%+61.40%+17.17%-25.69%-5.52%12:08-01:2908:4010:4516:2624:4707:4605:45
vengefulspiritVengeful Spirit31100.00%92.561.29%+61.29%+13.71%-11.29%-6.20%06:25-01:2903:5305:2807:5514:1004:0202:59
brewmasterBrewmaster65100.00%91.760.00%+60.00%+2.50%+2.50%0.00%06:20-01:2604:3605:3407:0920:2402:3301:53
enigmaEnigma27100.00%90.859.26%+59.26%-30.69%+26.45%16.17%05:0902:1903:0505:1606:3709:3203:3202:37
axeAxe17100.00%90.058.82%+58.82%+16.18%-8.82%-11.19%06:0802:4704:5906:2407:1308:3602:1401:39
life_stealerLifestealer48100.00%89.258.33%+58.33%0.00%-16.66%-7.40%04:1701:3202:5304:1405:0809:3702:1501:40
visageVisage33100.00%88.357.58%+57.58%-7.58%-7.58%0.00%05:48-01:2903:0504:5109:0313:0305:5804:25
witch_doctorWitch Doctor7100.00%87.557.14%+57.14%-57.14%+42.86%25.75%09:1204:5706:1008:5710:0314:2403:5302:52
treantTreant Protector58100.00%86.756.90%+56.90%-36.90%+14.53%12.97%06:26-01:2905:0906:5309:0715:5903:5802:56
troll_warlordTroll Warlord23100.00%85.856.52%+56.52%+26.81%+10.15%-5.88%04:0801:4302:5303:2905:4307:0802:5002:05
doom_bringerDoom71100.00%85.056.34%+56.34%-0.78%+4.77%2.50%02:39-01:2901:4602:4603:5907:5302:1301:38
spirit_breakerSpirit Breaker16100.00%84.256.25%+56.25%+18.75%-6.25%-5.14%04:08-01:2901:5503:2706:4711:2204:5203:36
jakiroJakiro41100.00%83.356.10%+56.10%+3.90%-16.10%-4.98%08:0300:5706:0608:2410:0715:4704:0102:58
medusaMedusa161100.00%82.555.90%+55.90%+6.60%-3.40%-5.45%04:01-01:2503:1204:0805:0206:4101:5001:21
spectreSpectre18100.00%81.755.56%+55.56%+4.44%-30.56%-9.46%06:1101:2404:3306:1308:1511:0103:4202:44
elder_titanElder Titan9100.00%80.855.56%+55.56%-5.56%-5.56%0.00%05:53-01:28-01:2806:3308:1811:5309:4607:14
baneBane260100.00%80.055.38%+55.38%-1.53%+6.16%1.96%07:36-01:2905:4607:5609:4214:3103:5602:54
miranaMirana170100.00%79.255.29%+55.29%-11.10%-5.29%1.64%06:21-01:2904:3306:2908:0624:1703:3302:37
shadow_demonShadow Demon13299.25%78.355.30%+55.30%+8.34%+14.40%1.50%05:44-01:2904:1506:0408:1715:0104:0202:59
enchantressEnchantress13591.84%77.555.56%+5.56%-8.50%-2.62%2.04%07:24-01:2905:2206:4308:1531:4902:5302:08
razorRazor102100.00%76.754.90%+54.90%-1.05%+1.10%1.21%03:0800:5002:1102:5103:5807:2001:4701:19
lionLion22100.00%75.854.55%+54.55%-21.22%-34.55%-2.52%04:15-01:2902:0304:3307:2108:5705:1803:55
storm_spiritStorm Spirit23696.72%75.054.66%+17.16%-7.20%-5.51%0.67%06:1401:3304:5706:2407:2911:4902:3201:52
phantom_lancerPhantom Lancer41100.00%74.253.66%+53.66%-13.66%-3.66%4.65%03:5801:2702:4703:4704:5607:2202:0901:35
faceless_voidFaceless Void60100.00%73.353.33%+53.33%+6.67%-6.66%-6.56%04:5601:3703:5504:5705:5707:5002:0201:30
phoenixPhoenix77100.00%72.553.25%+53.25%-5.88%-0.62%1.15%06:46-01:2904:3006:4309:0417:5104:3403:22
nyx_assassinNyx Assassin47100.00%71.753.19%+53.19%+5.14%+5.14%0.00%04:09-01:29-01:2905:1407:4612:0409:1506:51
ancient_apparitionAncient Apparition32100.00%70.853.13%+53.13%+9.37%-3.13%-3.64%07:28-01:2905:5107:5909:1714:5303:2602:32
magnataurMagnus17100.00%70.052.94%+52.94%-2.94%-2.94%0.00%06:0102:2903:0304:2509:4711:1806:4404:59
death_prophetDeath Prophet235100.00%69.252.34%+52.34%+3.59%-4.88%-2.90%05:4700:4204:0905:2607:0416:2402:5502:09
weaverWeaver1712.98%68.370.59%+22.34%+29.41%-20.59%-8.88%09:17-01:2902:5904:0608:3744:5205:3804:10
antimageAnti-Mage50100.00%67.552.00%+52.00%-13.54%+6.33%5.55%08:1702:3505:4307:5409:1816:5003:3502:39
pangolierPangolier22799.56%66.751.98%-48.02%-1.10%-1.10%0.00%06:16-01:2904:4005:5707:1615:4702:3601:55
chaos_knightChaos Knight178100.00%65.851.69%+51.69%+3.87%-15.33%-9.29%04:36-01:2903:2104:1405:2513:1102:0401:31
tinyTiny300100.00%65.051.67%+51.67%+12.33%-19.67%-20.00%03:28-01:2902:5403:3304:3009:2201:3601:11
skywrath_mageSkywrath Mage8397.65%64.251.81%-48.19%-4.19%-4.19%0.00%09:09-01:3006:2208:1811:1538:5604:5303:37
void_spiritVoid Spirit97100.00%63.351.55%+51.55%-9.88%+2.62%6.15%05:1400:4004:1605:2306:1807:5602:0201:30
huskarHuskar33100.00%62.551.52%+51.52%-1.52%-26.52%-3.48%06:4801:2202:4708:0409:5812:2507:1105:19
templar_assassinTemplar Assassin169100.00%61.751.48%+51.48%-3.86%-6.24%-1.10%03:3101:1702:1703:3004:2706:3602:1001:36
necrolyteNecrophos76100.00%60.851.32%+51.32%+6.57%+1.31%-3.22%03:44-01:2902:5003:5004:2808:4801:3801:12
omniknightOmniknight3196.88%60.051.61%+51.61%-1.61%-1.61%0.00%08:4502:4806:0508:4810:2417:0704:1903:11
queenofpainQueen of Pain8298.80%59.251.22%-48.78%-3.60%+3.78%4.14%06:4003:1305:3206:2907:1917:3701:4701:19
keeper_of_the_lightKeeper of the Light21599.08%58.351.16%-48.84%+2.54%+8.10%1.47%04:42-01:2902:4104:3006:2822:4003:4702:48
leshracLeshrac98100.00%57.551.02%+51.02%+20.98%-17.69%-27.95%04:4101:3004:0304:4105:2607:1001:2301:01
sand_kingSand King298100.00%56.751.01%+51.01%+6.32%-5.06%-4.98%04:4000:5503:2304:2105:4011:3802:1701:41
morphlingMorphling51100.00%55.850.98%+50.98%-4.83%+10.56%6.37%05:47-01:2404:4006:2707:0509:0802:2501:47
dragon_knightDragon Knight242100.00%55.050.83%+50.83%+9.83%+7.50%-1.01%04:56-01:2903:4505:0206:0407:5702:1901:42
shadow_shamanShadow Shaman138100.00%54.250.72%+50.72%-7.86%-6.60%0.26%04:16-01:2902:0905:0806:5510:1904:4603:31
rubickRubick91100.00%53.350.55%+50.55%-20.12%+5.97%8.11%03:39-01:2902:3003:5905:4310:3403:1302:22
puckPuck107100.00%52.550.47%+50.47%+1.38%-2.32%-2.39%05:5602:4105:0105:4206:3413:1301:3301:08
dawnbreakerDawnbreaker20100.00%51.750.00%+50.00%-30.00%-30.00%0.00%06:24-01:2904:3006:3107:3712:1203:0702:18
bounty_hunterBounty Hunter6100.00%50.850.00%+50.00%+50.00%-50.00%-21.13%04:1801:3602:0303:0006:4707:3804:4403:30
crystal_maidenCrystal Maiden14100.00%50.050.00%+50.00%0.00%+16.67%15.63%07:5200:3807:2707:3308:3111:3701:0400:47
slardarSlardar18100.00%49.250.00%+50.00%+10.00%0.00%-3.30%04:0802:0102:3204:1105:3406:1603:0202:14
meepoMeepo4100.00%48.350.00%+50.00%-50.00%+50.00%0.00%05:0304:1904:1904:3005:3505:4601:1600:56
svenSven8100.00%47.550.00%+50.00%+50.00%0.00%-32.61%03:4501:3502:5203:3604:2405:0901:3201:08
oracleOracle14100.00%46.750.00%+50.00%0.00%+16.67%6.06%08:0403:5706:4208:2909:2710:3202:4502:02
skeleton_kingWraith King95100.00%45.849.47%+49.47%-11.97%+4.70%2.99%06:2301:3503:3305:5909:0811:4205:3504:08
juggernautJuggernaut51100.00%45.049.02%+49.02%-2.87%+12.52%15.39%02:0900:1701:4502:0602:2003:5600:3500:25
monkey_kingMonkey King8561.15%44.251.76%+3.61%-18.43%+10.14%14.65%04:05-01:2902:2202:5104:1940:3601:5701:26
pugnaPugna174100.00%43.348.85%+48.85%-3.40%-2.34%0.27%07:13-01:2905:1407:0409:0715:4803:5302:52
ember_spiritEmber Spirit204100.00%42.548.53%+48.53%+4.41%-11.28%-8.33%04:34-01:2903:3804:2905:3109:1501:5301:23
night_stalkerNight Stalker31100.00%41.748.39%+48.39%-23.39%+1.61%13.51%04:1602:1003:0904:0105:0007:5701:5101:22
bloodseekerBloodseeker54100.00%40.848.15%+48.15%+16.14%+5.70%-4.97%02:47-01:2901:4702:0703:5308:2902:0601:33
drow_rangerDrow Ranger23100.00%40.047.83%+47.83%+2.17%+2.17%0.00%04:3602:4203:1704:2005:0809:0201:5101:22
linaLina97100.00%39.247.42%+47.42%-14.09%-1.59%7.98%05:3402:4104:4505:3106:1909:2501:3401:09
marsMars322100.00%38.347.20%+47.20%-1.52%-2.20%-0.27%05:1801:1403:5705:0006:2612:1902:2901:50
terrorbladeTerrorblade104100.00%37.547.12%+47.12%+14.42%-0.97%-8.10%03:5601:1602:5803:5104:5207:2901:5401:24
batriderBatrider56100.00%36.746.43%+46.43%+10.71%+3.57%-6.12%03:35-01:2902:5103:1704:0107:3101:1000:51
ogre_magiOgre Magi79100.00%35.845.57%+45.57%-15.57%-5.57%3.53%08:4001:4107:0508:4409:5519:5102:5002:05
winter_wyvernWinter Wyvern31100.00%35.045.16%+45.16%+4.84%-20.16%-7.94%06:57-01:2905:3607:2008:4512:1103:0902:20
earth_spiritEarth Spirit5683.58%34.246.43%-17.21%-17.86%-10.72%0.89%05:33-01:29-01:2606:2809:2615:4210:5208:02
hoodwinkHoodwink209100.00%33.344.98%+44.98%+5.02%-10.36%-5.10%06:08-01:2904:2606:0107:2720:1203:0102:14
invokerInvoker77100.00%32.544.16%+44.16%+3.21%+3.21%0.00%05:5402:3904:5205:4606:4810:3501:5601:25
centaurCentaur Warrunner25100.00%31.744.00%+44.00%+6.00%-10.67%-8.27%07:5801:3406:5308:0608:5412:3002:0101:29
phantom_assassinPhantom Assassin5598.21%30.843.64%+43.64%+6.36%-7.93%-4.31%06:4002:0705:0006:1008:1914:5103:1902:27
lunaLuna60100.00%30.043.33%+43.33%-10.00%+23.34%12.82%04:0901:3002:4104:1405:1707:4402:3601:55
undyingUndying74100.00%29.243.24%+43.24%+25.18%-9.91%-6.93%05:35-01:2903:1106:2008:1515:0605:0403:45
tuskTusk95100.00%28.343.16%+43.16%-5.66%-1.49%0.97%03:08-01:29-01:2903:4405:4610:2107:1505:22
rattletrapClockwerk72100.00%27.543.06%+43.06%-4.17%+12.50%2.83%04:23-01:30-01:2805:4607:2117:3508:4906:31
grimstrokeGrimstroke234100.00%26.742.74%+42.74%-7.15%-4.81%0.86%06:35-01:2905:1806:3708:0213:1602:4402:01
kunkkaKunkka118100.00%25.842.37%+42.37%+10.96%-4.44%-9.33%04:56-01:2903:5504:5205:3409:5701:3901:13
venomancerVenomancer19100.00%25.042.11%+42.11%-2.11%-22.11%-10.00%04:01-01:2903:1203:4805:1208:5702:0001:28
ursaUrsa49100.00%24.240.82%+40.82%-15.82%+9.18%12.93%03:0601:1202:0302:5003:5905:3501:5601:25
legion_commanderLegion Commander32100.00%23.340.63%+40.63%+34.37%-3.13%-16.07%04:3702:0303:1304:0405:3309:1702:2001:43
lone_druidLone Druid20100.00%22.540.00%+40.00%-20.00%0.00%18.75%04:3002:5203:5004:2804:5405:5801:0400:47
viperViper65100.00%21.740.00%+40.00%-8.75%-15.00%-3.23%04:2201:0003:0304:0404:5909:5301:5601:25
gyrocopterGyrocopter7798.72%20.838.96%+38.96%+18.93%-23.17%-12.09%05:0301:3502:5904:1306:2816:0603:2902:34
snapfireSnapfire13899.28%20.038.41%+38.41%+4.45%-9.00%-4.27%05:35-01:2904:2105:2107:3010:5103:0902:20
dazzleDazzle8100.00%19.237.50%+37.50%+62.50%-37.50%-51.28%07:0403:0005:3706:4807:3411:2101:5701:26
bristlebackBristleback16100.00%18.337.50%+37.50%+37.50%-37.50%-26.79%08:0003:0806:4107:5109:2911:2602:4802:04
furionNature's Prophet4097.56%17.537.50%+37.50%-7.50%+2.50%5.45%05:1001:5503:1504:1405:0530:4901:5001:21
chenChen1275.00%16.741.67%+16.67%-41.67%+25.00%4.01%16:5502:5607:3413:4324:1133:3016:3712:18
silencerSilencer11100.00%15.836.36%+36.36%-3.03%-36.36%-10.15%07:4204:2705:3208:0408:4911:1803:1702:25
dark_seerDark Seer1995.00%15.036.84%+36.84%+43.16%+3.16%-14.29%06:3102:3303:4504:5506:3327:5602:4802:04
dark_willowDark Willow17100.00%14.235.29%+35.29%-10.29%-35.29%-3.96%05:40-01:2902:2005:3908:3913:5706:1904:40
tidehunterTidehunter83100.00%13.333.73%+33.73%-9.92%+4.37%4.31%06:03-01:2904:2806:0407:4712:1803:1902:27
sniperSniper6100.00%12.533.33%+33.33%-33.33%-33.33%0.00%04:2403:0003:3203:4705:2005:5701:4801:20
earthshakerEarthshaker12100.00%11.733.33%+33.33%-33.33%0.00%9.30%02:15-01:29-01:2902:3705:0407:3406:3304:51
alchemistAlchemist6100.00%10.833.33%+33.33%-33.33%+66.67%68.97%04:2402:1704:0604:2005:3305:4601:2701:04
clinkzClinkz12100.00%10.033.33%+33.33%-33.33%0.00%33.33%03:3502:1902:5803:3403:5404:4800:5600:41
pudgePudge3100.00%9.233.33%+33.33%-33.33%0.00%7.55%06:3104:0804:0806:5208:3308:3304:2503:16
disruptorDisruptor35100.00%8.331.43%+31.43%+1.90%+1.90%0.00%09:1002:5107:2109:2111:0317:2403:4202:44
lichLich26100.00%7.530.77%+30.77%-16.48%+19.23%19.48%08:0305:1206:3707:4508:2713:4301:5001:21
nevermoreShadow Fiend7100.00%6.728.57%+28.57%+21.43%-28.57%-38.96%04:1202:5703:1803:3704:3505:4701:1700:57
techiesTechies25100.00%5.828.00%+28.00%+5.33%-11.33%-3.86%07:2303:2004:2806:0908:4718:3404:1903:11
obsidian_destroyerOutworld Destroyer4100.00%5.025.00%+25.00%+75.00%-25.00%-100.00%08:5707:5207:5208:4608:5210:1801:0000:44
broodmotherBroodmother9100.00%4.222.22%+22.22%-22.22%-22.22%0.00%04:5202:2202:5503:3405:2312:4102:2801:49
zuusZeus5100.00%3.320.00%+20.00%-20.00%+80.00%34.29%05:2003:4603:4605:3606:4106:4502:5502:09
slarkSlark5100.00%2.520.00%+20.00%+80.00%-20.00%-100.00%02:3301:5501:5502:1702:3003:5700:3500:25
wispIo31.71%1.733.33%-17.83%-33.33%0.00%0.00%30:5627:5227:5231:0933:4833:4805:5604:23
arc_wardenArc Warden2100.00%0.80.00%0.00%0.00%0.00%0.00%07:2403:5103:5110:5610:5610:5607:0505:14