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
Aghanim'S Scepter 362291.1908 4200
Aghanim'S Shard 476961.9124 1400
Black King Bar 341327.9520 4050
Blink Dagger 317437.0555 2250
Boots Of Travel 575398.7598 2500
Hand Of Midas 431222.8714 2200
Magic Wand 192634.4613 450
Null Talisman 316354.6960 505
Scythe Of Vyse 308458.9668 5550
Wins Cost
Bloodthorn 38660.2222 6500
Boots Of Bearing 9949.7160 4125
Boots Of Travel 2 23034.0758 4500
Daedalus 9117.5463 5150
Desolator 6931.4924 3500
Ethereal Blade 51492.6986 4650
Gleipnir 12201.8128 6150
Guardian Greaves 5770.2584 5050
Hurricane Pike 25069.4808 4450
Kaya And Sange 9945.5972 4100
Linken'S Sphere 152798.2470 4600
Lotus Orb 10412.9205 3850
Octarine Core 165681.2016 4600
Overwhelming Blink 32087.3740 6800
Refresher Orb 139981.6055 5000
Revenant'S Brooch 67399.4742 6200
Shiva'S Guard 32460.0260 4850
Wind Waker 18632.8103 6825
Wins Cost
Aeon Disk 32422.8500 3000
Aether Lens 6430.2360 2275
Arcane Boots 26517.0821 1300
Drum Of Endurance 6819.6564 1700
Eul'S Scepter Of Divinity 64464.3838 2725
Falcon Blade 6923.2509 1125
Force Staff 65469.3528 2200
Meteor Hammer 15479.9910 2400
Orchid Malevolence 97441.0096 3475
Phase Boots 31174.3872 1500
Phylactery 6208.6430 2375
Power Treads 85798.7320 1400
Rod Of Atos 9227.0475 2750
Solar Crest 6812.0884 2425
Spirit Vessel 114591.7080 2980
Tranquil Boots 11597.2376 925
Urn Of Shadows 61308.6032 880
Witch Blade 182570.6818 2600
Wraith Band 27976.8335 505