There is no correlation between gpm and Win Rate and there are no clusters. The values are standardized.
gpm Win Rate
Abaddon -0.818282 0.490766
Alchemist 1.959302 -0.816070
Ancient Apparition -1.183011 0.919118
Anti-Mage 1.705658 -0.333267
Arc Warden 2.257958 0.984460
Axe 0.305873 0.955419
Bane -1.579560 -0.238884
Batrider -0.794098 -2.888858
Beastmaster 0.015664 -1.033876
Bloodseeker 0.843825 0.026113
Bounty Hunter 0.033600 -0.144501
Brewmaster 0.320106 0.291111
Bristleback 0.368011 0.305631
Broodmother 0.429224 -1.759896
Centaur Warrunner 0.139362 0.893707
Chaos Knight 0.667015 1.416442
Chen -1.116938 -0.097310
Clinkz 0.023764 0.541588
Clockwerk -1.115550 -0.445800
Crystal Maiden -1.634409 -0.166282
Dark Seer -0.161030 0.592409
Dark Willow -0.994745 -0.075530
Dawnbreaker 0.186110 0.552478
Dazzle -1.335405 -0.129981
Death Prophet -0.021827 -0.511142
Disruptor -1.805896 -0.380458
Doom 0.881085 -1.585651
Dragon Knight 0.288864 -0.380458
Drow Ranger 1.004204 -0.021078
Earth Spirit -0.737977 -0.950384
Earthshaker -0.191810 0.443575
Elder Titan -0.759153 0.236659
Ember Spirit 0.754263 -1.730855
Enchantress -1.093449 -1.828868
Enigma -1.191921 -1.287983
Faceless Void 1.221745 -0.467580
Grimstroke -1.440010 0.247549
Gyrocopter 1.498878 0.534327
Hoodwink -0.739481 -0.678126
Huskar 0.108004 -0.151762
Invoker 0.066115 0.646861
Io -2.036281 0.229399
Jakiro -1.189838 1.467263
Juggernaut 1.313043 -0.242514
Keeper of the Light -0.648993 -1.505789
Kunkka 0.691546 1.060692
Legion Commander 0.378310 0.672271
Leshrac 0.320916 -0.765249
Lich -1.429943 0.853776
Lifestealer 0.776711 -0.191693
Lina 0.743039 -0.689017
Lion -1.672363 -1.189970
Lone Druid 0.830286 1.133294
Luna 1.209364 -0.768879
Lycan 0.471459 -0.035598
Magnus -0.527379 -1.306134
Marci -1.065562 -0.587374
Mars -0.185561 -1.277093
Medusa 1.297306 -0.754358
Meepo 1.066920 0.690422
Mirana -1.061396 -0.561963
Monkey King 0.507678 -1.538460
Morphling 1.242689 -1.415037
Muerta 1.244078 1.009871
Naga Siren 1.798923 0.879187
Nature's Prophet 0.700109 1.024391
Necrophos 0.924593 1.470893
Night Stalker 0.125592 1.038911
Nyx Assassin -0.919647 0.777544
Ogre Magi -0.264362 0.537958
Omniknight -0.726869 0.345562
Oracle -1.732765 1.075212
Outworld Destroyer 0.889995 1.038911
Pangolier 0.636351 -0.823330
Phantom Assassin 1.645256 1.064322
Phantom Lancer 1.291057 1.405552
Phoenix -0.996828 -0.253404
Primal Beast -0.087089 -0.220734
Puck 0.675578 -0.914083
Pudge -0.809372 -0.209843
Pugna -0.849409 -0.634565
Queen of Pain 0.542044 0.247549
Razor 0.647575 -0.111831
Riki 0.492982 1.209526
Rubick -1.212286 -1.850649
Sand King 0.109855 1.521715
Shadow Demon -1.464079 -0.935863
Shadow Fiend 1.224406 0.432685
Shadow Shaman -1.135915 1.006241
Silencer -0.868386 1.318429
Skywrath Mage -1.364334 0.436315
Slardar 0.195483 1.648768
Slark 0.756230 0.120496
Snapfire -0.594030 -1.781677
Sniper 1.027693 0.429054
Spectre 1.203231 1.612467
Spirit Breaker -0.355313 0.076935
Storm Spirit 0.565650 -1.106478
Sven 1.768259 0.341932
Techies -0.826729 -0.910453
Templar Assassin 1.364304 -1.182710
Terrorblade 1.508251 -1.440447
Tidehunter -0.422889 -0.416759
Timbersaw 0.108119 -2.082975
Tinker 0.542854 0.073305
Tiny -0.282876 -1.727225
Treant Protector -1.562551 1.717740
Troll Warlord 1.369395 1.082473
Tusk -0.923350 -0.892302
Underlord -0.339344 0.385493
Undying -1.115087 0.940899
Ursa 1.154284 -0.736208
Vengeful Spirit -1.523555 1.351100
Venomancer -0.974148 0.802955
Viper 0.169679 0.461725
Visage -0.043581 0.519807
Void Spirit 0.422050 -0.489361
Warlock -0.805207 1.543495
Weaver 0.767223 0.026113
Windranger -0.182553 -1.186340
Winter Wyvern -1.209046 -0.859631
Witch Doctor -0.875329 1.866574
Wraith King 1.076409 1.677809
Zeus 0.123393 0.995350