The correlation between kda and Win Rate is 0.9. The more kda, the more Win Rate, and vice versa. But some values are higher than expected, some are lower. Efficiency is a difference between the value of Win Rate depending on kda (blue dots) with respect to the expected value (red line).
Efficiency
Vladmir'S Offering 0.0926
Boots Of Bearing 0.0863
Aeon Disk 0.0841
Guardian Greaves 0.0731
Moon Shard 0.0690
Assault Cuirass 0.0688
Holy Locket 0.0587
Glimmer Cape 0.0506
Solar Crest 0.0494
Heart Of Tarrasque 0.0493
Overwhelming Blink 0.0481
Crimson Guard 0.0466
Pavise 0.0446
Aether Lens 0.0435
Pipe Of Insight 0.0431
Lotus Orb 0.0408
Boots Of Travel 0.0358
Meteor Hammer 0.0353
Aghanim'S Shard 0.0349
Eternal Shroud 0.0334
Aghanim'S Blessing 0.0333
Armlet Of Mordiggian 0.0299
Bloodstone 0.0298
Tranquil Boots 0.0286
Aghanim'S Scepter 0.0273
Drum Of Endurance 0.0241
Force Staff 0.0232
Satanic 0.0211
Helm Of The Overlord 0.0168
Wind Waker 0.0165
Blink Dagger 0.0156
Eul'S Scepter Of Divinity 0.0155
Dagon (5) 0.0153
Rod Of Atos 0.0150
Bloodthorn 0.0150
Veil Of Discord 0.0147
Arcane Boots 0.0140
Harpoon 0.0122
Sange And Yasha 0.0117
Heaven'S Halberd 0.0072
Blade Mail 0.0062
Spirit Vessel 0.0053
Yasha And Kaya 0.0039
Abyssal Blade 0.0022
Refresher Orb 0.0019
Octarine Core 0.0014
Butterfly -0.0007
Desolator -0.0019
Magic Wand -0.0021
Daedalus -0.0022
Dagon (4) -0.0023
Scythe Of Vyse -0.0028
Shiva'S Guard -0.0029
Ethereal Blade -0.0041
Null Talisman -0.0049
Boots Of Travel 2 -0.0069
Silver Edge -0.0075
Urn Of Shadows -0.0076
Mekansm -0.0084
Skull Basher -0.0102
Bracer -0.0110
Revenant'S Brooch -0.0117
Vanguard -0.0125
Hurricane Pike -0.0149
Phase Boots -0.0177
Linken'S Sphere -0.0178
Medallion Of Courage -0.0186
Dagon (3) -0.0192
Helm Of The Dominator -0.0214
Arcane Blink -0.0214
Black King Bar -0.0232
Soul Ring -0.0233
Gleipnir -0.0244
Orchid Malevolence -0.0257
Mage Slayer -0.0260
Dragon Lance -0.0260
Mjollnir -0.0279
Battle Fury -0.0294
Wraith Band -0.0304
Dagon -0.0308
Orb Of Corrosion -0.0310
Radiance -0.0313
Mask Of Madness -0.0322
Power Treads -0.0331
Eye Of Skadi -0.0341
Hand Of Midas -0.0344
Disperser -0.0349
Dagon (2) -0.0350
Swift Blink -0.0351
Witch Blade -0.0358
Echo Sabre -0.0377
Nullifier -0.0398
Phylactery -0.0405
Kaya And Sange -0.0415
Monkey King Bar -0.0489
Diffusal Blade -0.0491
Shadow Blade -0.0515
Falcon Blade -0.0517
Manta Style -0.0561
Crystalys -0.0726
Bottle -0.0786
Maelstrom -0.0929