The correlation between gpm and xpm is 0.98. The more gpm, the more xpm, and vice versa. But some values are higher than expected, some are lower. Efficiency is a difference between the value of xpm depending on gpm (blue dots) with respect to the expected value (red line).
Efficiency
Dagon (5) 41.3574
Aeon Disk 36.3710
Boots Of Bearing 32.8325
Ethereal Blade 29.3537
Holy Locket 28.2071
Yasha And Kaya 23.3554
Arcane Blink 20.1746
Vladmir'S Offering 19.9650
Shiva'S Guard 19.3566
Skull Basher 19.1970
Wind Waker 18.9695
Glimmer Cape 16.9246
Abyssal Blade 16.2487
Diffusal Blade 16.0785
Eul'S Scepter Of Divinity 14.5356
Guardian Greaves 14.4761
Disperser 14.3318
Lotus Orb 14.1799
Heart Of Tarrasque 13.6460
Octarine Core 13.2828
Bloodstone 13.0984
Dagon (4) 13.0480
Nullifier 12.7705
Kaya And Sange 12.6418
Linken'S Sphere 12.5554
Aether Lens 11.8381
Moon Shard 11.6702
Scythe Of Vyse 11.5189
Pavise 11.2979
Rod Of Atos 10.2757
Overwhelming Blink 9.9723
Heaven'S Halberd 9.5014
Force Staff 9.3670
Harpoon 9.3084
Crimson Guard 9.1394
Revenant'S Brooch 8.6994
Tranquil Boots 8.0791
Aghanim'S Scepter 7.5769
Phylactery 7.3292
Eternal Shroud 6.8956
Aghanim'S Shard 5.9383
Spirit Vessel 5.5932
Assault Cuirass 5.2575
Veil Of Discord 4.8362
Dagon (3) 4.7732
Witch Blade 4.7319
Daedalus 4.6360
Boots Of Travel 4.4532
Eye Of Skadi 4.2294
Blink Dagger 3.2548
Pipe Of Insight 3.0208
Sange And Yasha 2.0030
Black King Bar 1.6760
Refresher Orb 0.5370
Silver Edge 0.1596
Mage Slayer 0.1478
Gleipnir 0.1446
Battle Fury -0.5219
Monkey King Bar -0.6619
Blade Mail -0.7749
Solar Crest -3.1606
Manta Style -3.4282
Bottle -4.8649
Desolator -5.0667
Dagon (2) -5.4502
Satanic -6.5326
Butterfly -6.7234
Bloodthorn -7.5110
Arcane Boots -7.6634
Echo Sabre -8.2351
Drum Of Endurance -8.2622
Mekansm -9.3985
Phase Boots -9.7586
Power Treads -10.5407
Meteor Hammer -10.6497
Aghanim'S Blessing -10.7817
Orb Of Corrosion -11.8697
Hurricane Pike -11.9639
Null Talisman -12.3852
Shadow Blade -12.3943
Swift Blink -12.5549
Radiance -13.1405
Dagon -14.1840
Armlet Of Mordiggian -14.9533
Soul Ring -16.5876
Crystalys -17.1064
Mjollnir -17.7160
Urn Of Shadows -19.0428
Orchid Malevolence -21.1879
Magic Wand -21.8344
Vanguard -22.6175
Falcon Blade -22.7150
Dragon Lance -24.1272
Maelstrom -24.4969
Bracer -25.2058
Mask Of Madness -26.7039
Helm Of The Dominator -26.8756
Wraith Band -28.8987
Boots Of Travel 2 -33.4172
Hand Of Midas -33.4876
Medallion Of Courage -35.9145
Helm Of The Overlord -43.4533