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Who should I spam, or how does winrate change with player’s experience?

Competitive season 2020-2021

Competitive stats for tier 1/2 events in Sep 2020 - Sep 2021 season (teams/players data is limited)

Average match duration: 35.8493

Most impactful items
In the items component you may see various items stats. Overview shows top of the most impactful items (in general and for a specific hero) based on their effect on winrate, compared to games when the item wasn't purchased, with the highest positive and negative impacts respectively. Notable timings section shows earliest purchase timings for item-hero pairs with the highest winrate gradient per minute.

Overall

Item Pickups Winrate When picked
octarine_coreOctarine Core32173.52%+19.82%
bloodstoneBloodstone34069.71%+16.01%
abyssal_bladeAbyssal Blade92869.18%+15.52%
satanicSatanic31068.06%+14.35%
vladmirVladmir's Offering52067.88%+14.19%
shivas_guardShiva's Guard60867.27%+13.58%
heartHeart of Tarrasque32166.98%+13.27%
vanguardVanguard118766.81%+13.16%
assaultAssault Cuirass84566.04%+12.36%
solar_crestSolar Crest70365.43%+11.74%
Item Pickups Winrate When picked
hand_of_midasHand of Midas47844.56%-9.19%
blade_mailBlade Mail27447.81%-5.93%
meteor_hammerMeteor Hammer22347.98%-5.75%
diffusal_bladeDiffusal Blade28848.96%-4.78%
power_treadsPower Treads440049.27%-4.56%
urn_of_shadowsUrn of Shadows163249.26%-4.50%
bfuryBattle Fury115749.35%-4.40%
armletArmlet of Mordiggian25349.80%-3.93%
phase_bootsPhase Boots380650.47%-3.32%
maelstromMaelstrom134050.52%-3.23%

For heroes

Hero Item Pickups Winrate When picked
linaLinagreater_critDaedalus1593.3%+42.7%
obsidian_destroyerOutworld DestroyersheepstickScythe of Vyse3381.8%+34.6%
void_spiritVoid Spiritaether_lensAether Lens4486.4%+34.1%
linaLinalesser_critCrystalys2075.0%+24.2%
batriderBatrideroctarine_coreOctarine Core6779.1%+23.2%
doom_bringerDoomshivas_guardShiva's Guard4967.4%+20.2%
earthshakerEarthshakeraether_lensAether Lens6580.0%+20.0%
void_spiritVoid SpiritkayaKaya8971.9%+19.7%
leshracLeshracbloodstoneBloodstone8765.5%+19.5%
earth_spiritEarth Spiritaghanims_shardAghanim's Shard10870.4%+19.0%
Hero Item Pickups Winrate When picked
lunaLunamask_of_madnessMask of Madness2931.0%-21.4%
venomancerVenomancerforce_staffForce Staff5334.0%-16.0%
viperViperghostGhost Scepter3036.7%-15.3%
rattletrapClockwerkghostGhost Scepter4245.2%-13.8%
pugnaPugnadagonDagon2128.6%-13.7%
pangolierPangolierpower_treadsPower Treads11146.0%-12.9%
tinyTinyforce_staffForce Staff3842.1%-12.7%
skeleton_kingWraith KingarmletArmlet of Mordiggian13449.3%-11.6%
earthshakerEarthshakerforce_staffForce Staff3951.3%-9.8%
bristlebackBristlebacksangeSange6045.0%-9.6%

Most notable timings records

HeroItemPickupsWinrateGradient (%/min)MedianGames with the best timings
lunaLunamask_of_madnessMask of Madness2931.03%-43.48%10:265945010610 - (07:54)
templar_assassinTemplar Assassinpower_treadsPower Treads9853.06%-31.00%07:105809509985 - (04:35)
arc_wardenArc WardengungirGleipnir2755.56%-29.61%21:515783023567 - (19:20)
lycanLycanancient_janggoDrum of Endurance6254.84%-23.53%16:045901048276 - (12:13)
zuusZeusaether_lensAether Lens3342.42%-23.49%11:025839832812 - (09:31)
lycanLycannecronomicon_2Necronomicon14755.10%-21.33%10:065839832812 - (09:31)
wispIoultimate_scepterAghanim's Scepter7864.10%-21.20%15:545836902768 - (12:27)
lycanLycannecronomicon_3Necronomicon14755.10%-21.08%12:365836902768 - (12:27)
svenSvenecho_sabreEcho Sabre3548.57%-21.05%13:555915342620 - (10:29)
troll_warlordTroll WarlordbfuryBattle Fury19157.07%-20.03%14:145855686840 - (09:27)