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
Aeon Disk 83330.3270 3000
Blink Dagger 15800.5356 2250
Boots Of Travel 20421.3380 2500
Bracer 26153.0910 505
Desolator 12242.7030 3500
Dragon Lance 6273.0570 1900
Eul'S Scepter Of Divinity 21990.8565 2725
Hand Of Midas 17014.6812 2200
Holy Locket 60853.0934 2400
Medallion Of Courage 10060.8673 1025
Mekansm 60393.7750 1775
Null Talisman 30144.5110 505
Orb Of Corrosion 25283.5555 925
Pavise 57461.0544 1400
Phase Boots 7993.9607 1500
Phylactery 8464.1000 2375
Pipe Of Insight 18301.7190 3375
Power Treads 11571.3008 1400
Rod Of Atos 7269.4570 2750
Shadow Blade 5615.5710 3000
Solar Crest 45698.3759 2425
Spirit Vessel 31269.3412 2980
Tranquil Boots 31350.6828 925
Urn Of Shadows 30719.1680 880
Witch Blade 15475.5202 2600
Wins Cost
Aether Lens 232801.3080 2275
Arcane Boots 180254.9743 1300
Force Staff 206954.6236 2200
Glimmer Cape 157454.5518 2150
Guardian Greaves 267184.4406 5050
Magic Wand 234589.7360 450
Wins Cost
Aghanim'S Scepter 43849.0530 4200
Boots Of Bearing 13953.4368 4125
Gleipnir 5437.5261 6150
Hurricane Pike 14278.1296 4450
Linken'S Sphere 9924.8975 4600
Lotus Orb 20531.1707 3850
Octarine Core 32573.3913 4600
Scythe Of Vyse 9257.5696 5550
Silver Edge 5704.6550 5300
Wins Cost
Aghanim'S Shard 510956.2836 1400