There is no correlation between Wins and Cost and there are no clusters. The values are standardized.
Wins Cost
Phase Boots 4.518123 -1.088856
Aghanim'S Shard 2.790854 -1.151494
Shadow Blade 1.753199 -0.149287
Bracer 1.320514 -1.712103
Magic Wand 1.207767 -1.746554
Silver Edge 1.545333 1.385342
Blade Mail 1.113324 -0.713028
Yasha And Kaya 1.173016 0.539730
Black King Bar 0.252515 0.508411
Spirit Vessel 0.123652 -0.287091
Eul'S Scepter Of Divinity 0.080463 -0.384179
Hand Of Midas -0.051437 -0.650391
Sange And Yasha 0.054436 0.539730
Power Treads -0.094783 -1.151494
Octarine Core 0.040834 0.852920
Assault Cuirass 0.002061 1.181769
Drum Of Endurance -0.301706 -0.963580
Boots Of Bearing -0.176986 0.649347
Orb Of Corrosion -0.302636 -1.449024
Echo Sabre -0.289436 -0.462477
Heaven'S Halberd -0.276217 0.195222
Urn Of Shadows -0.382671 -1.477211
Aghanim'S Scepter -0.296582 0.602368
Wind Waker -0.340187 2.246614
Orchid Malevolence -0.470846 0.148243
Heart Of Tarrasque -0.391838 1.166110
Pipe Of Insight -0.440210 0.085605
Lotus Orb -0.450001 0.383135
Tranquil Boots -0.540756 -1.449024
Shiva'S Guard -0.461528 1.009515
Harpoon -0.502879 0.790282
Phylactery -0.543551 -0.540774
Boots Of Travel -0.519839 -0.462477
Bloodthorn -0.516580 2.043041
Moon Shard -0.526946 0.477092
Linken'S Sphere -0.566222 0.852920
Monkey King Bar -0.582505 1.040834
Eternal Shroud -0.617225 -0.086649
Daedalus -0.612709 1.166110
Crystalys -0.629904 -0.838304
Bottle -0.637921 -1.605619
Veil Of Discord -0.640678 -1.073197
Crimson Guard -0.625734 0.304838
Boots Of Travel 2 -0.620022 0.790282
Kaya And Sange -0.634268 0.539730
Glimmer Cape -0.646799 -0.681710
Radiance -0.641625 1.134791
Solar Crest -0.642863 -0.509455