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Immortal Rank Meta Trends - 7.31

Stats for matches of Immortal rank players, data provided by Stratz.com

Average Radiant Win duration: 33.2155

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
book_of_shadowsBook of Shadows750.03%3.352.00%+4.21%+16.42%-25.68%0.00%1:03:271:01:001:02:001:03:001:04:001:15:0001:28
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
winter_wyvernWinter Wyvern30.24%100.0100.00%+45.35%0.00%0.00%0.00%1:03:201:02:001:02:001:03:001:05:001:05:0003:0002:13
silencerSilencer20.12%97.9100.00%+48.95%0.00%0.00%0.00%1:01:301:01:001:01:001:02:001:02:001:02:0001:0000:44
earth_spiritEarth Spirit20.09%95.7100.00%+49.10%0.00%0.00%0.00%1:08:301:03:001:03:001:14:001:14:001:14:0011:0008:08
ogre_magiOgre Magi20.07%93.6100.00%+46.26%0.00%0.00%0.00%1:03:001:02:001:02:001:04:001:04:001:04:0002:0001:28
lionLion30.12%91.566.67%+20.84%+33.33%0.00%0.00%1:04:001:03:001:03:001:04:001:05:001:05:0002:0001:28
skywrath_mageSkywrath Mage30.09%89.466.67%+13.10%+33.33%0.00%0.00%1:02:001:01:001:01:001:02:001:03:001:03:0002:0001:28
centaurCentaur Warrunner10.13%87.2100.00%0.00%0.00%0.00%0.00%1:02:001:02:001:02:001:02:001:02:001:02:0000:0000:00
vengefulspiritVengeful Spirit10.07%85.1100.00%0.00%0.00%0.00%0.00%1:02:001:02:001:02:001:02:001:02:001:02:0000:0000:00
tinkerTinker10.07%83.0100.00%0.00%0.00%0.00%0.00%1:01:001:01:001:01:001:01:001:01:001:01:0000:0000:00
dark_willowDark Willow10.07%80.9100.00%0.00%0.00%0.00%0.00%1:15:001:15:001:15:001:15:001:15:001:15:0000:0000:00
earthshakerEarthshaker10.06%78.7100.00%0.00%0.00%0.00%0.00%1:02:001:02:001:02:001:02:001:02:001:02:0000:0000:00
snapfireSnapfire10.05%76.6100.00%0.00%0.00%0.00%0.00%1:04:001:04:001:04:001:04:001:04:001:04:0000:0000:00
puckPuck10.04%74.5100.00%0.00%0.00%0.00%0.00%1:01:001:01:001:01:001:01:001:01:001:01:0000:0000:00
miranaMirana10.04%72.3100.00%0.00%0.00%0.00%0.00%1:03:001:03:001:03:001:03:001:03:001:03:0000:0000:00
pudgePudge10.03%70.2100.00%0.00%0.00%0.00%0.00%1:03:001:03:001:03:001:03:001:03:001:03:0000:0000:00
marciMarci10.03%70.2100.00%0.00%0.00%0.00%0.00%1:03:001:03:001:03:001:03:001:03:001:03:0000:0000:00
huskarHuskar10.03%66.0100.00%0.00%0.00%0.00%0.00%1:02:001:02:001:02:001:02:001:02:001:02:0000:0000:00
weaverWeaver10.03%63.8100.00%0.00%0.00%0.00%0.00%1:03:001:03:001:03:001:03:001:03:001:03:0000:0000:00
rubickRubick50.10%61.740.00%-8.39%-40.00%-40.00%0.00%1:04:121:03:001:03:001:05:001:05:001:05:0002:0001:28
nyx_assassinNyx Assassin20.19%59.650.00%-2.02%+50.00%0.00%0.00%1:02:301:02:001:02:001:03:001:03:001:03:0001:0000:44
death_prophetDeath Prophet20.13%57.450.00%-4.66%+50.00%0.00%0.00%1:03:301:01:001:01:001:06:001:06:001:06:0005:0003:42
venomancerVenomancer20.12%55.350.00%-1.53%+50.00%0.00%0.00%1:06:301:04:001:04:001:09:001:09:001:09:0005:0003:42
bounty_hunterBounty Hunter20.12%53.250.00%-1.23%+50.00%0.00%0.00%1:03:001:02:001:02:001:04:001:04:001:04:0002:0001:28
tuskTusk20.10%51.150.00%+2.04%+50.00%0.00%0.00%1:04:001:01:001:01:001:07:001:07:001:07:0006:0004:26
sand_kingSand King20.09%48.950.00%-3.13%+50.00%0.00%0.00%1:03:301:01:001:01:001:06:001:06:001:06:0005:0003:42
necrolyteNecrophos20.08%46.850.00%-3.18%-50.00%0.00%0.00%1:02:301:02:001:02:001:03:001:03:001:03:0001:0000:44
invokerInvoker20.07%44.750.00%-0.48%-50.00%0.00%0.00%1:04:001:04:001:04:001:04:001:04:001:04:0000:0000:00
techiesTechies20.06%42.650.00%+11.88%+50.00%0.00%0.00%1:02:301:02:001:02:001:03:001:03:001:03:0001:0000:44
primal_beastPrimal Beast20.03%40.450.00%+3.84%+50.00%0.00%0.00%1:02:301:01:001:01:001:04:001:04:001:04:0003:0002:13
omniknightOmniknight30.12%38.333.33%-19.76%-33.33%0.00%0.00%1:04:201:02:001:02:001:03:001:08:001:08:0006:0004:26
void_spiritVoid Spirit30.10%36.233.33%-13.44%+66.67%0.00%0.00%1:02:401:01:001:01:001:02:001:05:001:05:0004:0002:57
undyingUndying10.05%34.00.00%0.00%0.00%0.00%0.00%1:05:001:05:001:05:001:05:001:05:001:05:0000:0000:00
pugnaPugna10.04%31.90.00%0.00%0.00%0.00%0.00%1:01:001:01:001:01:001:01:001:01:001:01:0000:0000:00
tinyTiny10.02%29.80.00%0.00%0.00%0.00%0.00%1:01:001:01:001:01:001:01:001:01:001:01:0000:0000:00
witch_doctorWitch Doctor20.22%27.70.00%-43.92%0.00%0.00%0.00%1:04:001:03:001:03:001:05:001:05:001:05:0002:0001:28
grimstrokeGrimstroke10.04%25.50.00%0.00%0.00%0.00%0.00%1:04:001:04:001:04:001:04:001:04:001:04:0000:0000:00
pangolierPangolier10.04%23.40.00%0.00%0.00%0.00%0.00%1:03:001:03:001:03:001:03:001:03:001:03:0000:0000:00
warlockWarlock10.21%21.30.00%0.00%0.00%0.00%0.00%1:03:001:03:001:03:001:03:001:03:001:03:0000:0000:00
oracleOracle10.10%19.10.00%0.00%0.00%0.00%0.00%1:02:001:02:001:02:001:02:001:02:001:02:0000:0000:00
disruptorDisruptor10.05%17.00.00%0.00%0.00%0.00%0.00%1:04:001:04:001:04:001:04:001:04:001:04:0000:0000:00
dragon_knightDragon Knight10.23%14.90.00%0.00%0.00%0.00%0.00%1:01:001:01:001:01:001:01:001:01:001:01:0000:0000:00
ember_spiritEmber Spirit10.03%12.80.00%0.00%0.00%0.00%0.00%1:06:001:06:001:06:001:06:001:06:001:06:0000:0000:00
dark_seerDark Seer10.16%10.60.00%0.00%0.00%0.00%0.00%1:01:001:01:001:01:001:01:001:01:001:01:0000:0000:00
batriderBatrider10.04%8.50.00%0.00%0.00%0.00%0.00%1:02:001:02:001:02:001:02:001:02:001:02:0000:0000:00
ancient_apparitionAncient Apparition10.08%6.40.00%0.00%0.00%0.00%0.00%1:02:001:02:001:02:001:02:001:02:001:02:0000:0000:00
lycanLycan10.10%4.30.00%0.00%0.00%0.00%0.00%1:03:001:03:001:03:001:03:001:03:001:03:0000:0000:00
spirit_breakerSpirit Breaker10.03%2.10.00%0.00%0.00%0.00%0.00%1:07:001:07:001:07:001:07:001:07:001:07:0000:0000:00