There is no correlation between Wins and Cost. Some has higher Wins, some has higher Cost. Objects are grouped into clusters (marked with different colors) based on close values of Wins and Cost.
Wins Cost
Arcane Boots 94639.7302 1300
Blade Mail 27690.0198 2100
Boots Of Travel 11881.9008 2500
Bracer 61165.3515 505
Crimson Guard 46017.4848 3600
Crystalys 4254.4306 1950
Desolator 15453.6070 3500
Echo Sabre 3750.7619 2500
Eternal Shroud 9375.7680 3300
Force Staff 8631.1764 2200
Heaven'S Halberd 37343.1900 3550
Lotus Orb 34064.8632 3850
Mekansm 9205.6712 1775
Meteor Hammer 28392.9016 2400
Phase Boots 61025.5860 1500
Power Treads 5322.4560 1400
Solar Crest 7691.2528 2425
Soul Ring 42754.4425 855
Vanguard 25769.5440 1700
Vladmir'S Offering 19680.3222 2450
Wins Cost
Aghanim'S Shard 205897.0606 1400
Blink Dagger 248681.2860 2250
Magic Wand 158280.9536 450
Wins Cost
Assault Cuirass 16710.7950 5125
Black King Bar 9738.0208 4050
Daedalus 11699.9436 5150
Harpoon 5775.3315 4500
Heart Of Tarrasque 22741.6090 5000
Octarine Core 20608.1915 4600
Overwhelming Blink 25724.8500 6800
Radiance 7285.6021 5050
Refresher Orb 79761.1872 5000
Satanic 5857.3518 5050
Scythe Of Vyse 5214.9672 5550
Shiva'S Guard 66190.3316 4850
Silver Edge 3512.8524 5300
Wins Cost
Aghanim'S Scepter 119725.4828 4200
Guardian Greaves 172731.1892 5050
Pipe Of Insight 166003.2704 3375