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
Aeon Disk 0.0831
Vladmir'S Offering 0.0786
Boots Of Bearing 0.0784
Moon Shard 0.0692
Guardian Greaves 0.0686
Assault Cuirass 0.0637
Holy Locket 0.0623
Heart Of Tarrasque 0.0547
Meteor Hammer 0.0542
Pavise 0.0492
Glimmer Cape 0.0489
Solar Crest 0.0482
Lotus Orb 0.0471
Aether Lens 0.0458
Pipe Of Insight 0.0441
Overwhelming Blink 0.0424
Boots Of Travel 0.0395
Aghanim'S Shard 0.0381
Spirit Vessel 0.0353
Crimson Guard 0.0351
Dagon (5) 0.0304
Eternal Shroud 0.0292
Force Staff 0.0289
Armlet Of Mordiggian 0.0282
Ethereal Blade 0.0274
Tranquil Boots 0.0270
Satanic 0.0264
Bloodstone 0.0255
Aghanim'S Blessing 0.0241
Wind Waker 0.0239
Veil Of Discord 0.0235
Aghanim'S Scepter 0.0230
Eul'S Scepter Of Divinity 0.0222
Helm Of The Overlord 0.0195
Blade Mail 0.0161
Blink Dagger 0.0157
Heaven'S Halberd 0.0138
Rod Of Atos 0.0128
Arcane Boots 0.0094
Refresher Orb 0.0090
Sange And Yasha 0.0090
Arcane Blink 0.0088
Octarine Core 0.0070
Bloodthorn 0.0028
Drum Of Endurance 0.0023
Harpoon 0.0017
Dagon (4) 0.0016
Magic Wand 0.0000
Scythe Of Vyse -0.0002
Abyssal Blade -0.0005
Null Talisman -0.0042
Silver Edge -0.0046
Phylactery -0.0047
Urn Of Shadows -0.0049
Shiva'S Guard -0.0054
Bracer -0.0060
Desolator -0.0065
Yasha And Kaya -0.0085
Hurricane Pike -0.0088
Butterfly -0.0090
Boots Of Travel 2 -0.0114
Revenant'S Brooch -0.0149
Skull Basher -0.0151
Soul Ring -0.0172
Mjollnir -0.0175
Daedalus -0.0187
Phase Boots -0.0194
Dagon (3) -0.0200
Mekansm -0.0225
Linken'S Sphere -0.0226
Hand Of Midas -0.0242
Dragon Lance -0.0256
Vanguard -0.0258
Gleipnir -0.0263
Mask Of Madness -0.0266
Mage Slayer -0.0273
Black King Bar -0.0276
Wraith Band -0.0284
Orb Of Corrosion -0.0299
Radiance -0.0316
Orchid Malevolence -0.0323
Battle Fury -0.0324
Medallion Of Courage -0.0337
Dagon -0.0342
Swift Blink -0.0344
Helm Of The Dominator -0.0349
Dagon (2) -0.0353
Witch Blade -0.0355
Power Treads -0.0363
Nullifier -0.0391
Eye Of Skadi -0.0414
Disperser -0.0417
Monkey King Bar -0.0443
Kaya And Sange -0.0492
Echo Sabre -0.0495
Falcon Blade -0.0515
Diffusal Blade -0.0523
Manta Style -0.0553
Shadow Blade -0.0568
Crystalys -0.0726
Bottle -0.0821
Maelstrom -0.0947