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Pre-TI11 Ranked Recap

Ranked stats of TI11 participants (starting 19 Sep 2022)

Rampages total: 187

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Explain this to me
Here you can see how winrate of a player on a hero changes with more experience (number of matches played). Less experienced players had Q1 and less matches, more experienced players had Q3 and more matches. Winrate gradient represents winrate increase for every match played, winrate difference is the raw difference between winrates of less and more experienced players.
Columns
PlayersMatchesLess Experienced PlayersMore Experienced PlayersWinrate Shifts
Hero1 match1+ matchesTotalQ1Q3MaxTotalWinrateMatches avgPlayersWinrateMatches avgPlayersGradientDifference
antimageAnti-Mage169251115045.45%1.002256.00%1.002510.55%10.55%
axeAxe1216281118045.83%1.002446.43%1.00280.60%0.60%
baneBane816241116560.00%1.002029.17%1.0024-30.83%-30.83%
bloodseekerBloodseeker2616421119250.00%1.003845.24%1.0042-4.76%-4.76%
crystal_maidenCrystal Maiden1015251116461.90%1.002136.00%1.0025-25.90%-25.90%
drow_rangerDrow Ranger16274311120130.56%1.003651.16%1.004320.60%20.60%
earthshakerEarthshaker20496911128053.57%1.005652.17%1.0069-1.40%-1.40%
juggernautJuggernaut149231113660.00%1.002034.78%1.0023-25.22%-25.22%
miranaMirana33447711124743.94%1.006638.96%1.0077-4.98%-4.98%
morphlingMorphling13425511150047.73%1.004440.00%1.0055-7.73%-7.73%
nevermoreShadow Fiend21557611152148.39%1.006240.79%1.0076-7.60%-7.60%
phantom_lancerPhantom Lancer1911301115437.04%1.002750.00%1.003012.96%12.96%
puckPuck9273611118251.72%1.002933.33%1.0036-18.39%-18.39%
pudgePudge21274811114339.02%1.004141.67%1.00482.65%2.65%
razorRazor137201117338.89%1.001845.00%1.00206.11%6.11%
sand_kingSand King95141112150.00%1.001264.29%1.001414.29%14.29%
storm_spiritStorm Spirit157221113425.00%1.002054.55%1.002229.55%29.55%
svenSven2713401117630.56%1.003632.50%1.00401.94%1.94%
tinyTiny22396111119543.14%1.005150.82%1.00617.68%7.68%
vengefulspiritVengeful Spirit1516311116944.44%1.002748.39%1.00313.95%3.95%
windrunnerWindranger1510251116140.91%1.002248.00%1.00257.09%7.09%
zuusZeus1014241118935.00%1.002037.50%1.00242.50%2.50%
kunkkaKunkka920291116929.17%1.002431.03%1.00291.86%1.86%
linaLina15365111116033.33%1.004250.98%1.005117.65%17.65%
lionLion1315281116245.83%1.002439.29%1.0028-6.54%-6.54%
shadow_shamanShadow Shaman147211114021.05%1.001938.10%1.002117.05%17.05%
slardarSlardar179261116443.48%1.002330.77%1.0026-12.71%-12.71%
tidehunterTidehunter1312251116654.55%1.002244.00%1.0025-10.55%-10.55%
witch_doctorWitch Doctor14213511114055.17%1.002928.57%1.0035-26.60%-26.60%
lichLich920291118054.17%1.002437.93%1.0029-16.24%-16.24%
rikiRiki1211231116550.00%1.002034.78%1.0023-15.22%-15.22%
enigmaEnigma16446011137257.14%1.004948.33%1.0060-8.81%-8.81%
tinkerTinker11152611111118.18%1.002246.15%1.002627.97%27.97%
sniperSniper14284211112551.43%1.003550.00%1.0042-1.43%-1.43%
necrolyteNecrophos127191113547.06%1.001736.84%1.0019-10.22%-10.22%
warlockWarlock033111110.00%1.00266.67%1.00366.67%66.67%
beastmasterBeastmaster10243411112460.71%1.002850.00%1.0034-10.71%-10.71%
queenofpainQueen of Pain24275111113243.18%1.004439.22%1.0051-3.96%-3.96%
venomancerVenomancer1716331118258.62%1.002936.36%1.0033-22.26%-22.26%
faceless_voidFaceless Void30396911132457.63%1.005953.62%1.0069-4.01%-4.01%
skeleton_kingWraith King6281111028.57%1.00737.50%1.0088.93%8.93%
death_prophetDeath Prophet27416811119038.60%1.005745.59%1.00686.99%6.99%
phantom_assassinPhantom Assassin219301115074.07%1.002730.00%1.0030-44.07%-44.07%
pugnaPugna95141112275.00%1.001235.71%1.0014-39.29%-39.29%
templar_assassinTemplar Assassin12385011120650.00%1.004034.00%1.0050-16.00%-16.00%
viperViper2614401118441.67%1.003645.00%1.00403.33%3.33%
lunaLuna2315381116835.29%1.003447.37%1.003812.08%12.08%
dragon_knightDragon Knight81119111406.25%1.001657.89%1.001951.64%51.64%
dazzleDazzle814221115633.33%1.001845.45%1.002212.12%12.12%
rattletrapClockwerk18345211115646.51%1.004336.54%1.0052-9.97%-9.97%
leshracLeshrac22577911139354.69%1.006445.57%1.0079-9.12%-9.12%
furionNature's Prophet17203711114253.13%1.003232.43%1.0037-20.70%-20.70%
life_stealerLifestealer84121112163.64%1.001141.67%1.0012-21.97%-21.97%
dark_seerDark Seer1014241117535.00%1.002041.67%1.00246.67%6.67%
clinkzClinkz156211114052.63%1.001942.86%1.0021-9.77%-9.77%
omniknightOmniknight1617331119060.71%1.002842.42%1.0033-18.29%-18.29%
enchantressEnchantress23305311119035.56%1.004535.85%1.00530.29%0.29%
huskarHuskar5253011115821.74%1.002353.33%1.003031.59%31.59%
night_stalkerNight Stalker158231115147.62%1.002143.48%1.0023-4.14%-4.14%
broodmotherBroodmother1213251118428.57%1.002148.00%1.002519.43%19.43%
bounty_hunterBounty Hunter17163311112027.59%1.002951.52%1.003323.93%23.93%
weaverWeaver1714311117748.15%1.002741.94%1.0031-6.21%-6.21%
jakiroJakiro914231116636.84%1.001939.13%1.00232.29%2.29%
batriderBatrider26477311127545.90%1.006136.99%1.0073-8.91%-8.91%
chenChen6283411121748.15%1.002744.12%1.0034-4.03%-4.03%
spectreSpectre145191112441.18%1.001747.37%1.00196.19%6.19%
ancient_apparitionAncient Apparition1315281116637.50%1.002435.71%1.0028-1.79%-1.79%
doom_bringerDoom14183211112755.56%1.002731.25%1.0032-24.31%-24.31%
ursaUrsa2121421119341.67%1.003640.48%1.0042-1.19%-1.19%
spirit_breakerSpirit Breaker119201113558.82%1.001745.00%1.0020-13.82%-13.82%
gyrocopterGyrocopter1616321118939.29%1.002840.63%1.00321.34%1.34%
alchemistAlchemist147211113926.32%1.001938.10%1.002111.78%11.78%
invokerInvoker9374611125344.44%1.003660.87%1.004616.43%16.43%
silencerSilencer17314811118347.50%1.004052.08%1.00484.58%4.58%
obsidian_destroyerOutworld Destroyer1520351118830.00%1.003042.86%1.003512.86%12.86%
lycanLycan1313261115963.64%1.002246.15%1.0026-17.49%-17.49%
brewmasterBrewmaster86141112941.67%1.001235.71%1.0014-5.96%-5.96%
shadow_demonShadow Demon1614301116334.62%1.002650.00%1.003015.38%15.38%
lone_druidLone Druid12203211111440.74%1.002731.25%1.0032-9.49%-9.49%
chaos_knightChaos Knight59141113127.27%1.001150.00%1.001422.73%22.73%
meepoMeepo3581112016.67%1.00612.50%1.008-4.17%-4.17%
treantTreant Protector125171113126.67%1.001558.82%1.001732.15%32.15%
ogre_magiOgre Magi84121111654.55%1.001141.67%1.0012-12.88%-12.88%
undyingUndying23416411125658.49%1.005348.44%1.0064-10.05%-10.05%
rubickRubick22375911116648.98%1.004949.15%1.00590.17%0.17%
disruptorDisruptor10213111114464.00%1.002541.94%1.0031-22.06%-22.06%
nyx_assassinNyx Assassin14233711113358.06%1.003148.65%1.0037-9.41%-9.41%
naga_sirenNaga Siren11182911110850.00%1.002434.48%1.0029-15.52%-15.52%
keeper_of_the_lightKeeper of the Light83111111920.00%1.001054.55%1.001134.55%34.55%
wispIo1510251116127.27%1.002228.00%1.00250.73%0.73%
visageVisage16284411120856.76%1.003756.82%1.00440.06%0.06%
slarkSlark14365011122748.78%1.004148.00%1.0050-0.78%-0.78%
medusaMedusa4371112016.67%1.00642.86%1.00726.19%26.19%
troll_warlordTroll Warlord1420341118434.48%1.002929.41%1.0034-5.07%-5.07%
centaurCentaur Warrunner812201114247.06%1.001735.00%1.0020-12.06%-12.06%
magnataurMagnus9192811111439.13%1.002346.43%1.00287.30%7.30%
shredderTimbersaw1512271118425.00%1.002444.44%1.002719.44%19.44%
bristlebackBristleback103131111833.33%1.001238.46%1.00135.13%5.13%
tuskTusk19385711117642.55%1.004745.61%1.00573.06%3.06%
skywrath_mageSkywrath Mage1111221116536.84%1.001936.36%1.0022-0.48%-0.48%
abaddonAbaddon97161112664.29%1.001443.75%1.0016-20.54%-20.54%
elder_titanElder Titan15183311111042.86%1.002839.39%1.0033-3.47%-3.47%
legion_commanderLegion Commander177241114650.00%1.002229.17%1.0024-20.83%-20.83%
techiesTechies5491112937.50%1.00866.67%1.00929.17%29.17%
ember_spiritEmber Spirit14365011131953.66%1.004142.00%1.0050-11.66%-11.66%
earth_spiritEarth Spirit18173511112236.67%1.003037.14%1.00350.47%0.47%
abyssal_underlordUnderlord83111111630.00%1.001036.36%1.00116.36%6.36%
terrorbladeTerrorblade1419331119042.86%1.002842.42%1.0033-0.44%-0.44%
phoenixPhoenix1113241115645.00%1.002050.00%1.00245.00%5.00%
oracleOracle119201114558.82%1.001745.00%1.0020-13.82%-13.82%
winter_wyvernWinter Wyvern1716331117537.93%1.002939.39%1.00331.46%1.46%
arc_wardenArc Warden47111114533.33%1.00963.64%1.001130.31%30.31%
monkey_kingMonkey King24355911119834.00%1.005044.07%1.005910.07%10.07%
dark_willowDark Willow1215271117360.87%1.002355.56%1.0027-5.31%-5.31%
pangolierPangolier24477111132154.24%1.005936.62%1.0071-17.62%-17.62%
grimstrokeGrimstroke86141112333.33%1.001235.71%1.00142.38%2.38%
hoodwinkHoodwink12233511111541.38%1.002942.86%1.00351.48%1.48%
void_spiritVoid Spirit13233611111226.67%1.003044.44%1.003617.77%17.77%
snapfireSnapfire28295711114730.61%1.004947.37%1.005716.76%16.76%
marsMars17223911112721.21%1.003341.03%1.003919.82%19.82%
dawnbreakerDawnbreaker1615311118040.74%1.002729.03%1.0031-11.71%-11.71%
marciMarci22678911139954.17%1.007242.70%1.0089-11.47%-11.47%
primal_beastPrimal Beast16668211151835.38%1.006535.37%1.0082-0.01%-0.01%