There is no correlation between Wins and Cost and there are no clusters. The values are standardized.
Wins Cost
Aghanim'S Shard 3.841549 -1.078664
Arcane Boots 2.420985 -1.141393
Magic Wand 3.076363 -1.674588
Guardian Greaves 3.373463 1.210940
Spirit Vessel 2.164386 -0.213005
Aghanim'S Scepter 1.797636 0.677745
Force Staff 1.403133 -0.576833
Glimmer Cape 1.224023 -0.608197
Solar Crest 1.076777 -0.435693
Pipe Of Insight 1.110900 0.160231
Bracer 0.712749 -1.640087
Power Treads 0.237585 -1.078664
Eul'S Scepter Of Divinity 0.462687 -0.310235
Hurricane Pike 0.474782 0.834567
Tranquil Boots 0.061127 -1.376626
Witch Blade -0.059319 -0.325917
Blink Dagger 0.004572 -0.545469
Lotus Orb 0.113159 0.458194
Orb Of Corrosion -0.096776 -1.376626
Orchid Malevolence -0.171730 0.222960
Shiva'S Guard 0.093475 1.085482
Urn Of Shadows -0.221949 -1.404854
Aether Lens -0.156450 -0.529786
Bloodthorn -0.193727 2.120509
Mekansm -0.348594 -0.843431
Null Talisman -0.291588 -1.640087
Rod Of Atos -0.248818 -0.545469
Boots Of Bearing -0.139493 0.724791
Scythe Of Vyse -0.199046 1.524584
Dragon Lance -0.345503 -0.765020
Wraith Band -0.359227 -1.640087
Veil Of Discord -0.344011 -1.000253
Shadow Blade -0.368683 -0.075002
Linken'S Sphere -0.263594 0.928660
Aeon Disk -0.309247 -0.075002
Hand Of Midas -0.436889 -0.576833
Boots Of Travel -0.284771 -0.388646
Octarine Core -0.336288 0.928660
Heaven'S Halberd -0.448846 0.270007
Ethereal Blade -0.434391 0.960025
Vladmir'S Offering -0.475497 -0.420011
Black King Bar -0.515846 0.583651
Crimson Guard -0.478936 0.379782
Gleipnir -0.493698 1.587313
Wind Waker -0.481868 2.324378
Eye Of Skadi -0.502178 1.367762
Silver Edge -0.559270 1.461856
Kaya And Sange -0.547051 0.615016
Mage Slayer -0.578127 -0.388646
Drum Of Endurance -0.593249 -0.890477
Blade Mail -0.627444 -0.639562
Yasha And Kaya -0.592476 0.615016
Crystalys -0.634561 -0.765020
Bottle -0.657834 -1.533448
Heart Of Tarrasque -0.613538 1.242305
Phase Boots -0.652364 -1.015935
Sange And Yasha -0.633702 0.615016
Manta Style -0.642611 0.928660
Meteor Hammer -0.614885 -0.451375
Daedalus -0.647508 1.242305
Eternal Shroud -0.648189 -0.012273
Maelstrom -0.679091 -0.263189
Pavise -0.681141 -1.078664
Desolator -0.660312 0.238642
Refresher Orb -0.668917 1.179576
Butterfly -0.668515 1.163893
Assault Cuirass -0.674825 1.257987
Holy Locket -0.681730 -0.451375
Boots Of Travel 2 -0.685046 0.865931