The correlation between Cost and kda is 0.79. The more Cost, the more kda, and vice versa. But some values are higher than expected, some are lower. Efficiency is a difference between the value of kda depending on Cost (blue dots) with respect to the expected value (red line).
Efficiency
Boots Of Travel 2 0.7414
Bottle 0.6722
Eye Of Skadi 0.6288
Boots Of Travel 0.6026
Disperser 0.5799
Nullifier 0.5523
Butterfly 0.5460
Swift Blink 0.5216
Phylactery 0.5125
Arcane Blink 0.4916
Kaya And Sange 0.4851
Octarine Core 0.4652
Revenant'S Brooch 0.4514
Shiva'S Guard 0.4293
Aghanim'S Shard 0.3898
Linken'S Sphere 0.3852
Power Treads 0.3698
Yasha And Kaya 0.3451
Satanic 0.3160
Moon Shard 0.3108
Manta Style 0.2952
Orb Of Corrosion 0.2868
Holy Locket 0.2765
Refresher Orb 0.2694
Soul Ring 0.2624
Diffusal Blade 0.2526
Falcon Blade 0.2421
Harpoon 0.2314
Witch Blade 0.2286
Phase Boots 0.2070
Abyssal Blade 0.2063
Wraith Band 0.1894
Skull Basher 0.1719
Radiance 0.1560
Magic Wand 0.1514
Daedalus 0.1392
Assault Cuirass 0.1359
Veil Of Discord 0.1212
Heart Of Tarrasque 0.1194
Bracer 0.1094
Meteor Hammer 0.1065
Monkey King Bar 0.0860
Desolator 0.0774
Scythe Of Vyse 0.0610
Null Talisman 0.0594
Hurricane Pike 0.0545
Sange And Yasha 0.0451
Pavise 0.0198
Mjollnir -0.0154
Ethereal Blade -0.0179
Aghanim'S Scepter -0.0206
Spirit Vessel -0.0337
Overwhelming Blink -0.0384
Vladmir'S Offering -0.0454
Hand Of Midas -0.0660
Blink Dagger -0.0678
Solar Crest -0.0694
Blade Mail -0.0724
Mask Of Madness -0.0764
Boots Of Bearing -0.0800
Mage Slayer -0.0874
Bloodstone -0.0925
Wind Waker -0.1056
Black King Bar -0.1120
Eternal Shroud -0.1132
Aether Lens -0.1137
Arcane Boots -0.1275
Lotus Orb -0.1610
Pipe Of Insight -0.1613
Battle Fury -0.1726
Drum Of Endurance -0.1790
Bloodthorn -0.1830
Eul'S Scepter Of Divinity -0.1916
Aeon Disk -0.1986
Tranquil Boots -0.2032
Crimson Guard -0.2192
Dragon Lance -0.2355
Echo Sabre -0.2374
Armlet Of Mordiggian -0.2414
Heaven'S Halberd -0.2551
Rod Of Atos -0.2577
Force Staff -0.2660
Crystalys -0.2672
Orchid Malevolence -0.2763
Glimmer Cape -0.2841
Urn Of Shadows -0.3132
Guardian Greaves -0.3140
Aghanim'S Blessing -0.3175
Mekansm -0.3264
Vanguard -0.3390
Silver Edge -0.3412
Gleipnir -0.3446
Medallion Of Courage -0.4755
Dagon -0.5020
Maelstrom -0.5056
Helm Of The Dominator -0.6075
Shadow Blade -0.6586
Helm Of The Overlord -0.6848
Dagon (2) -0.6892
Dagon (5) -0.7668
Dagon (3) -0.8408
Dagon (4) -0.9866