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DPC2021 Season 1

Dota Pro Circuit 2021: Season 1 - All regional leagues and the Singapore Major

Average Roshan kills per game by Dire: 0.8219

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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 Speed903998.14%49.649.89%+48.74%+0.82%-1.04%-0.55%04:50-01:3003:0504:5506:2837:3302:30
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
necrolyteNecrophos1100.00%100.0100.00%0.00%0.00%0.00%0.00%03:5303:5303:5303:5303:5303:5300:0000:00
huskarHuskar8100.00%99.275.00%+75.00%+25.00%+25.00%0.00%06:4601:5002:2707:4708:1609:1405:4904:18
baneBane6100.00%98.366.67%+66.67%-66.67%+33.33%19.23%07:5304:2504:3107:1009:4313:2505:1203:51
spectreSpectre6100.00%97.566.67%+66.67%+33.33%+33.33%0.00%04:3202:5403:0104:4205:5005:5102:4902:05
meepoMeepo3100.00%96.666.67%+66.67%+33.33%0.00%0.00%03:1102:3302:3302:4804:1304:1301:4001:14
warlockWarlock6100.00%95.866.67%+66.67%-16.67%-66.67%-14.02%07:3705:0505:3507:0109:0910:0203:3402:38
phoenixPhoenix196100.00%95.065.31%+65.31%+8.16%+2.04%-1.87%06:34-01:2905:0206:2508:1816:0203:1602:25
magnataurMagnus11100.00%94.163.64%+63.64%-30.31%+36.36%47.62%05:0203:0904:0905:1405:3306:2701:2401:02
lone_druidLone Druid11100.00%93.363.64%+63.64%-30.31%+3.03%15.15%04:3501:5403:1905:0705:3106:4902:1201:37
beastmasterBeastmaster17497.75%92.460.34%+35.34%+5.57%-2.20%-1.36%11:2101:4108:4211:3014:2520:2005:4304:14
elder_titanElder Titan98100.00%91.660.20%+60.20%+11.80%-6.03%-2.61%03:40-01:30-01:2903:5608:1918:1509:4807:15
razorRazor39100.00%90.858.97%+58.97%+1.03%+1.03%0.00%03:1501:2702:0102:5004:2505:3902:2401:46
disruptorDisruptor60100.00%89.958.33%+58.33%+1.67%+15.00%3.90%07:14-01:2905:2706:4608:5215:1103:2502:31
earthshakerEarthshaker155100.00%89.157.42%+57.42%-13.83%+9.25%0.00%-00:46-01:30-01:29-01:29-01:2908:1200:0000:00
rattletrapClockwerk117100.00%88.257.26%+57.26%-5.54%+8.26%3.46%02:27-01:29-01:2902:2805:2812:0706:5705:08
silencerSilencer7100.00%87.457.14%+57.14%+42.86%-57.14%-48.39%04:00-01:2903:0804:4305:1207:0802:0401:31
svenSven7100.00%86.657.14%+57.14%-7.14%+42.86%34.88%03:1801:4202:2003:2903:4604:4101:2601:03
troll_warlordTroll Warlord159100.00%85.756.60%+56.60%+3.40%-4.10%-3.46%03:5201:2002:2903:2904:3912:3602:1001:36
skeleton_kingWraith King230100.00%84.956.52%+56.52%+3.82%-7.40%-5.34%03:3600:4902:2103:2504:2710:3802:0601:33
phantom_lancerPhantom Lancer62100.00%84.056.45%+56.45%-0.20%+10.22%4.25%05:1501:4003:3504:5006:0211:4402:2701:48
slardarSlardar34100.00%83.255.88%+55.88%-11.44%+19.12%13.89%03:40-01:2902:3503:4504:4706:5802:1201:37
monkey_kingMonkey King194100.00%82.455.67%+55.67%+5.55%-7.75%-7.53%03:0401:0402:0202:4803:4808:4101:4601:18
lichLich9100.00%81.555.56%+55.56%+44.44%-5.56%-11.63%07:2203:3604:1107:4108:2911:1904:1803:11
puckPuck332100.00%80.755.42%+55.42%+1.21%-4.82%-3.55%06:08-01:2905:0405:5106:4623:1801:4201:15
drow_rangerDrow Ranger29100.00%79.855.17%+55.17%-12.31%+1.97%5.79%04:1201:2102:4704:2205:1507:3502:2801:49
storm_spiritStorm Spirit120100.00%79.055.00%+55.00%-1.67%-8.33%-4.65%05:2001:4604:3805:0706:0412:4701:2601:03
shredderTimbersaw119100.00%78.254.62%+54.62%-1.29%-4.62%-2.06%04:5301:2703:5104:3305:2811:4701:3701:11
shadow_demonShadow Demon44100.00%77.354.55%+54.55%+9.09%0.00%-3.12%04:29-01:2903:1905:0406:1410:3402:5502:09
kunkkaKunkka46100.00%76.554.35%+54.35%-4.35%-17.99%-10.91%04:3001:3503:5604:4505:1108:0401:1500:55
viperViper72100.00%75.654.17%+54.17%-9.73%-4.17%2.69%04:14-01:2902:5104:2704:5510:3002:0401:31
medusaMedusa85100.00%74.854.12%+54.12%+7.78%-11.26%-12.84%04:5002:0603:5204:3405:2110:5701:2901:05
keeper_of_the_lightKeeper of the Light174100.00%73.954.02%+54.02%-13.11%+1.79%6.53%04:22-01:2903:2004:2705:3711:4802:1701:41
zuusZeus13100.00%73.153.85%+53.85%-53.85%+46.15%81.08%04:3603:3003:5904:4505:1305:3001:1400:54
nyx_assassinNyx Assassin212100.00%72.353.77%+53.77%+4.72%-2.83%-2.81%00:53-01:29-01:29-01:2904:1014:3705:3904:11
pangolierPangolier183100.00%71.453.55%+53.55%-3.55%+5.15%3.16%06:57-01:2905:2806:5108:1316:0602:4502:02
abaddonAbaddon90100.00%70.653.33%+53.33%+3.19%-7.88%-1.94%06:55-01:2904:3206:1510:1519:0805:4304:14
abyssal_underlordUnderlord77100.00%69.753.25%+53.25%-0.62%-5.88%-2.13%04:4801:3003:2704:5505:5510:1402:2801:49
oracleOracle162100.00%68.953.09%+53.09%-14.07%+4.41%5.06%06:34-01:2904:5106:0508:3014:3903:3902:42
tidehunterTidehunter153100.00%68.152.94%+52.94%+4.95%+7.59%1.06%05:08-01:2903:5105:0706:2111:4402:3001:51
enchantressEnchantress8398.81%67.253.01%+53.01%-5.39%+4.13%3.76%07:1201:5105:4606:5708:1814:2002:3201:52
furionNature's Prophet13195.62%66.452.67%-14.00%-4.19%+4.91%5.20%05:08-01:2903:3804:2005:2324:0801:4501:17
phantom_assassinPhantom Assassin93100.00%65.551.61%+51.61%-12.48%-12.48%0.00%05:5601:4404:0605:1306:1515:2302:0901:35
void_spiritVoid Spirit310100.00%64.751.61%+51.61%+7.36%-12.65%-14.12%04:54-01:2904:2005:0205:4509:2801:2501:02
winter_wyvernWinter Wyvern35100.00%63.951.43%+51.43%+26.35%+4.13%-8.38%04:53-01:2904:0505:1806:4410:0002:3901:57
dark_willowDark Willow47100.00%63.051.06%+51.06%-9.39%+7.27%5.85%05:03-01:2903:2905:1406:2016:4302:5102:06
dark_seerDark Seer55100.00%62.250.91%+50.91%+6.23%+6.23%0.00%05:1802:3203:5605:1306:1009:2902:1401:39
death_prophetDeath Prophet219100.00%61.350.23%+50.23%-1.14%+7.95%5.00%05:34-01:2904:3105:1606:2012:5001:4901:20
terrorbladeTerrorblade86100.00%60.550.00%+50.00%+4.55%+2.38%-0.87%04:4201:1503:2804:1705:5811:5302:3001:51
centaurCentaur Warrunner20100.00%59.750.00%+50.00%-10.00%+10.00%4.88%06:4002:3904:0706:3508:1311:4404:0603:02
axeAxe24100.00%58.850.00%+50.00%0.00%-16.67%-4.45%04:5701:3002:4304:2106:2810:1903:4502:46
bristlebackBristleback52100.00%58.050.00%+50.00%+11.54%-19.23%-8.39%04:5001:4002:4804:3406:2810:0303:4002:42
sand_kingSand King68100.00%57.150.00%+50.00%+8.82%+14.71%3.07%04:1901:4303:1804:1505:1307:5501:5501:25
dazzleDazzle6100.00%56.350.00%+50.00%0.00%+50.00%16.57%05:0401:2001:2802:4804:2916:1703:0102:14
dragon_knightDragon Knight54100.00%55.550.00%+50.00%0.00%-19.23%-10.39%05:3502:0204:4205:2806:3309:5501:5101:22
witch_doctorWitch Doctor116100.00%54.650.00%+50.00%+12.07%-5.17%-4.38%07:06-01:2905:1706:5809:1315:2803:5602:54
sniperSniper4100.00%53.850.00%+50.00%+50.00%+50.00%0.00%04:4402:3102:3104:4905:1406:2102:4302:00
batriderBatrider147100.00%52.949.66%+49.66%-6.42%-3.71%1.61%03:54-01:2903:2004:1605:0107:0901:4101:14
ogre_magiOgre Magi55100.00%52.149.09%+49.09%+0.91%+15.20%3.51%06:51-01:2905:0906:5009:1312:5604:0403:00
tinyTiny51100.00%51.349.02%+49.02%+4.83%-2.87%-3.30%00:59-01:30-01:29-01:2903:4905:4005:1803:55
morphlingMorphling117100.00%50.448.72%+48.72%-7.34%+3.00%4.22%06:2102:2505:1106:1907:3811:3802:2701:48
queenofpainQueen of Pain74100.00%49.648.65%+48.65%+19.77%-4.21%-16.17%06:0801:5105:1505:5506:4413:3301:2901:05
lionLion107100.00%48.748.60%+48.60%-0.45%+10.66%3.10%01:57-01:29-01:2901:3005:0413:1406:3304:51
shadow_shamanShadow Shaman184100.00%47.948.37%+48.37%-4.89%+3.80%2.46%01:20-01:29-01:29-01:2805:0110:1406:3004:48
ancient_apparitionAncient Apparition54100.00%47.148.15%+48.15%-19.58%-9.69%2.76%06:53-01:2905:0206:3808:3715:1103:3502:39
marsMars264100.00%46.248.11%+48.11%+1.89%-4.17%-4.09%04:5600:5904:0605:0005:3509:2901:2901:05
miranaMirana144100.00%45.447.92%+47.92%+4.86%-9.03%-5.38%04:45-01:2903:4305:0406:1819:4702:3501:54
enigmaEnigma96100.00%44.547.92%+47.92%+6.25%+14.58%1.80%07:07-01:2904:4707:3209:2518:4804:3803:25
tuskTusk186100.00%43.747.85%+47.85%+5.34%+4.32%-0.45%00:48-01:30-01:29-01:2903:4616:0805:1503:53
arc_wardenArc Warden21100.00%42.947.62%+47.62%-7.62%-7.62%0.00%09:3902:5708:3809:5910:4214:0602:0401:31
snapfireSnapfire17100.00%42.047.06%+47.06%+27.94%-47.06%-48.91%04:30-01:2903:4805:0605:2007:1601:3201:08
windrunnerWindranger45100.00%41.246.67%+46.67%+7.88%-1.22%-4.37%05:5601:4905:0105:4207:0609:5302:0501:32
rubickRubick195100.00%40.346.15%+46.15%+13.03%+8.95%-1.28%01:51-01:29-01:2902:2904:4110:3106:1004:34
templar_assassinTemplar Assassin48100.00%39.545.83%+45.83%+12.50%-20.83%-25.31%04:3901:3403:5304:4305:1207:2201:1900:58
ember_spiritEmber Spirit131100.00%38.745.80%+45.80%-6.41%-0.35%4.33%04:5601:1304:1805:0605:4207:4501:2401:02
bloodseekerBloodseeker103100.00%37.845.63%+45.63%+4.37%+4.37%0.00%03:2401:1902:1003:2004:2606:5802:1601:40
juggernautJuggernaut121100.00%37.045.45%+45.45%+4.55%-15.45%-20.00%02:2200:4901:4902:0602:4904:5101:0000:44
invokerInvoker73100.00%36.145.21%+45.21%+4.79%-0.77%-2.88%05:1700:4804:1405:1606:1010:1201:5601:25
lycanLycan3235.56%35.353.13%-2.04%+9.37%-28.13%-3.98%17:4606:4612:2015:5621:4637:3309:2606:59
alchemistAlchemist89100.00%34.544.94%+44.94%+0.51%-13.12%-6.20%03:40-01:3002:2603:3804:3810:3902:1201:37
crystal_maidenCrystal Maiden123100.00%33.644.72%+44.72%-2.78%-9.24%-1.73%07:0401:5205:0406:1808:4817:2003:4402:45
chenChen1780.95%32.847.06%-52.94%+2.94%+2.94%0.00%16:0005:0208:4315:1919:2533:3210:4207:55
bounty_hunterBounty Hunter25100.00%31.944.00%+44.00%+22.67%-27.33%-17.86%03:38-01:2902:3303:3505:2110:5002:4802:04
earth_spiritEarth Spirit24399.59%31.143.62%+43.62%-2.64%+0.64%0.52%03:56-01:30-01:2905:0907:5117:3609:2006:54
obsidian_destroyerOutworld Destroyer107100.00%30.342.99%+42.99%-2.25%-5.95%-1.54%08:00-01:2906:5808:1209:2214:4202:2401:46
life_stealerLifestealer19100.00%29.442.11%+42.11%-22.11%+37.89%23.23%04:0801:5102:1604:2404:5110:1302:3501:54
night_stalkerNight Stalker38100.00%28.642.11%+42.11%-22.11%+2.33%11.46%03:52-01:2602:4904:0104:5707:5302:0801:34
ursaUrsa120100.00%27.741.67%+41.67%+8.33%-5.00%-6.40%03:0801:1401:5402:4103:5909:1702:0501:32
brewmasterBrewmaster53100.00%26.941.51%+41.51%-10.74%+12.34%6.66%06:10-01:2904:1405:2407:4217:3403:2802:34
nevermoreShadow Fiend29100.00%26.141.38%+41.38%+15.76%+1.48%-9.02%04:3202:1603:4004:4205:1506:4601:3501:10
legion_commanderLegion Commander56100.00%25.241.07%+41.07%-12.50%+8.93%8.09%04:5201:5803:2004:2205:5910:1402:3901:57
linaLina44100.00%24.440.91%+40.91%-4.55%+4.54%7.27%04:55-01:2904:2305:0205:3810:1201:1500:55
leshracLeshrac74100.00%23.540.54%+40.54%+6.83%-34.98%-31.36%05:0902:1304:2105:0805:4110:0301:2000:59
chaos_knightChaos Knight10100.00%22.740.00%+40.00%-6.67%-40.00%-33.33%04:3903:0704:2004:3105:0006:2500:4000:29
omniknightOmniknight5100.00%21.840.00%+40.00%+60.00%-40.00%-18.63%06:1802:1402:1406:1607:3609:5305:2203:58
venomancerVenomancer51100.00%21.039.22%+39.22%+14.63%-16.14%-9.23%04:41-01:2902:4504:0006:0514:4003:2002:28
jakiroJakiro23100.00%20.239.13%+39.13%-5.80%-22.46%-4.76%07:2502:5505:1107:2908:4114:0803:3002:35
doom_bringerDoom23100.00%19.339.13%+39.13%+27.54%-5.80%-20.21%03:0101:3201:5602:5703:3505:1001:3901:13
spirit_breakerSpirit Breaker36100.00%18.538.89%+38.89%-5.56%+16.67%5.68%02:35-01:29-01:2903:3605:2410:1606:5305:05
slarkSlark44100.00%17.638.64%+38.64%-2.28%-11.37%-6.27%03:0501:3101:5902:5503:2607:1201:2701:04
treantTreant Protector13100.00%16.838.46%+38.46%-38.46%+28.21%15.39%05:31-01:2903:3005:5307:5009:2704:2003:12
broodmotherBroodmother777.78%16.042.86%-7.14%+57.14%-42.86%-14.15%11:3304:4305:1206:2012:1631:0507:0405:14
lunaLuna24100.00%15.137.50%+37.50%-37.50%+29.17%12.66%07:0202:5903:5404:5409:1023:0005:1603:54
vengefulspiritVengeful Spirit8100.00%14.337.50%+37.50%+12.50%+12.50%0.00%06:1501:4303:5705:5906:3810:0802:4101:59
gyrocopterGyrocopter48100.00%13.437.50%+37.50%+4.17%-4.17%-2.94%05:2601:5503:2504:2706:1517:5702:5002:05
naga_sirenNaga Siren25100.00%12.636.00%+36.00%+14.00%-2.67%-9.62%05:2902:5704:1005:0805:5410:2501:4401:17
rikiRiki75100.00%11.836.00%+36.00%-14.95%+16.63%15.04%05:3602:1304:2405:2206:3015:0602:0601:33
undyingUndying92100.00%10.935.87%+35.87%-14.13%+11.96%4.13%04:11-01:29-01:2905:1807:4816:4809:1706:52
grimstrokeGrimstroke176100.00%10.135.80%+35.80%+2.84%-6.25%-3.25%05:47-01:2904:1205:3607:0013:2802:4802:04
weaverWeaver7483.15%9.236.49%-16.84%+10.88%-25.38%-9.46%07:2601:5005:0607:0308:5616:5303:5002:50
faceless_voidFaceless Void3100.00%8.433.33%+33.33%-33.33%0.00%33.33%06:2705:5705:5706:3306:5006:5000:5300:39
antimageAnti-Mage40100.00%7.632.50%+32.50%-22.50%+7.50%4.80%08:1403:0605:4306:3911:5815:5006:1504:37
pugnaPugna19100.00%6.731.58%+31.58%-11.58%+28.42%17.52%04:2402:0902:5505:0105:1206:3802:1701:41
skywrath_mageSkywrath Mage14100.00%5.928.57%+28.57%-3.57%+38.10%7.38%09:0803:5405:5907:4311:3819:4805:3904:11
wispIo22.44%5.0100.00%+43.75%0.00%0.00%0.00%25:2325:2325:2325:2325:2325:2300:0000:00
visageVisage5100.00%4.220.00%+20.00%-20.00%-20.00%0.00%05:1802:0202:0205:1805:3409:1503:3202:37
clinkzClinkz6100.00%3.416.67%+16.67%+33.33%-16.67%-20.69%06:2403:3305:3805:4208:0309:1802:2501:47
tinkerTinker2100.00%2.50.00%0.00%0.00%0.00%0.00%04:4403:0203:0206:2506:2506:2503:2302:30
techiesTechies4100.00%1.70.00%0.00%0.00%0.00%0.00%00:39-01:29-01:29-01:2902:4002:5304:0903:04
pudgePudge1100.00%0.80.00%0.00%0.00%0.00%0.00%04:0104:0104:0104:0104:0104:0100:0000:00