There is no correlation between Wins and Cost and there are no clusters. The values are standardized.
Wins Cost
Phase Boots 3.391857 -1.227432
Bracer 2.874851 -1.906873
Aghanim'S Scepter 2.540826 0.616277
Blade Mail 1.976052 -0.817719
Aghanim'S Shard 1.993761 -1.295717
Black King Bar 0.748146 0.513848
Magic Wand 0.502594 -1.944430
Pipe Of Insight 0.686202 0.052921
Daedalus 0.564715 1.230846
Shiva'S Guard 0.352472 1.060132
Silver Edge 0.044123 1.469845
Bottle -0.224188 -1.790787
Crimson Guard -0.126021 0.291921
Assault Cuirass -0.114150 1.247918
Shadow Blade -0.385578 -0.203149
Heart Of Tarrasque -0.162205 1.230846
Crystalys -0.409402 -0.954290
Heaven'S Halberd -0.292001 0.172421
Radiance -0.389616 1.196703
Boots Of Travel -0.388061 -0.544577
Armlet Of Mordiggian -0.470869 -0.561648
Octarine Core -0.376400 0.889419
Refresher Orb -0.415303 1.162561
Blink Dagger -0.458188 -0.715291
Lotus Orb -0.466828 0.377277
Veil Of Discord -0.513374 -1.210361
Orchid Malevolence -0.525221 0.121207
Arcane Boots -0.542136 -1.364003
Desolator -0.546103 0.138278
Bloodstone -0.511557 0.752848
Scythe Of Vyse -0.546356 1.538131
Spirit Vessel -0.575251 -0.353377
Sange And Yasha -0.573130 0.547991
Eternal Shroud -0.581175 -0.134864
Meteor Hammer -0.543795 -0.612862
Power Treads -0.611071 -1.295717
Vanguard -0.623385 -1.090861
Aether Lens -0.606814 -0.698219
Battle Fury -0.614510 0.568477
Monkey King Bar -0.614023 1.094275
Linken'S Sphere -0.611988 0.889419
Eul'S Scepter Of Divinity -0.617096 -0.459220
Guardian Greaves -0.615105 1.196703
Boots Of Travel 2 -0.624698 0.821133