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Explain this to me
Here you can see how winrate of a player on a hero changes with more experience (number of matches played). Less experienced players had Q1 and less matches, more experienced players had Q3 and more matches. Winrate gradient represents winrate increase for every match played, winrate difference is the raw difference between winrates of less and more experienced players.
Columns
Players | Matches | Less Experienced Players | More Experienced Players | Winrate Shifts | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Hero | 1 match | 1+ matches | Total | Q1 | Q3 | Max | Total | Winrate | Matches avg | Players | Winrate | Matches avg | Players | Gradient | Difference | |
Anti-Mage | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 100.00% | 1.00 | 1 | 100.00% | 1.00 | 0 | 0.00% | 0.00% | |
Bane | 2 | 1 | 3 | 2 | 2 | 2 | 4 | 0.00% | 1.00 | 2 | 100.00% | 2.00 | 1 | 100.00% | 100.00% | |
Bloodseeker | 4 | 1 | 5 | 3 | 3 | 3 | 7 | 100.00% | 1.00 | 4 | 33.33% | 3.00 | 1 | -33.34% | -66.67% | |
Crystal Maiden | 15 | 12 | 27 | 2 | 4 | 8 | 56 | 40.00% | 1.25 | 20 | 56.94% | 6.00 | 3 | 3.57% | 16.94% | |
Earthshaker | 4 | 1 | 5 | 2 | 2 | 2 | 6 | 25.00% | 1.00 | 4 | 50.00% | 2.00 | 1 | 25.00% | 25.00% | |
Juggernaut | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 100.00% | 1.00 | 1 | 100.00% | 1.00 | 0 | 0.00% | 0.00% | |
Mirana | 5 | 0 | 5 | 1 | 1 | 1 | 5 | 20.00% | 1.00 | 5 | 20.00% | 1.00 | 0 | 0.00% | 0.00% | |
Morphling | 15 | 13 | 28 | 2 | 3 | 5 | 48 | 56.52% | 1.35 | 23 | 53.33% | 3.50 | 4 | -1.48% | -3.19% | |
Shadow Fiend | 20 | 14 | 34 | 2 | 4 | 5 | 62 | 48.08% | 1.23 | 26 | 71.25% | 4.25 | 4 | 7.67% | 23.17% | |
Phantom Lancer | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 0.00% | 1.00 | 1 | 0.00% | 1.00 | 0 | 0.00% | 0.00% | |
Puck | 8 | 9 | 17 | 2 | 3 | 4 | 30 | 46.43% | 1.43 | 14 | 36.11% | 3.33 | 3 | -5.43% | -10.32% | |
Pudge | 12 | 2 | 14 | 2 | 3 | 3 | 17 | 53.85% | 1.08 | 13 | 66.67% | 3.00 | 1 | 6.68% | 12.82% | |
Razor | 13 | 3 | 16 | 2 | 4 | 4 | 22 | 28.57% | 1.07 | 14 | 100.00% | 4.00 | 1 | 24.38% | 71.43% | |
Sand King | 13 | 8 | 21 | 2 | 3 | 4 | 34 | 50.00% | 1.24 | 17 | 54.17% | 3.50 | 2 | 1.85% | 4.17% | |
Storm Spirit | 14 | 10 | 24 | 2 | 3 | 4 | 41 | 38.89% | 1.22 | 18 | 69.44% | 3.33 | 3 | 14.48% | 30.55% | |
Sven | 22 | 25 | 47 | 2 | 4 | 6 | 102 | 42.19% | 1.31 | 32 | 65.95% | 4.57 | 7 | 7.29% | 23.76% | |
Tiny | 31 | 22 | 53 | 2 | 3 | 6 | 87 | 48.94% | 1.34 | 47 | 59.72% | 4.00 | 6 | 4.05% | 10.78% | |
Vengeful Spirit | 19 | 9 | 28 | 2 | 3 | 4 | 41 | 40.00% | 1.24 | 25 | 69.44% | 3.33 | 3 | 14.09% | 29.44% | |
Windranger | 31 | 13 | 44 | 2 | 2 | 4 | 62 | 55.00% | 1.23 | 40 | 50.00% | 3.25 | 4 | -2.48% | -5.00% | |
Zeus | 7 | 3 | 10 | 2 | 2 | 2 | 13 | 38.89% | 1.22 | 9 | 0.00% | 2.00 | 1 | -49.86% | -38.89% | |
Lina | 4 | 1 | 5 | 2 | 2 | 2 | 6 | 50.00% | 1.00 | 4 | 50.00% | 2.00 | 1 | 0.00% | 0.00% | |
Lion | 3 | 2 | 5 | 2 | 4 | 4 | 9 | 25.00% | 1.25 | 4 | 25.00% | 4.00 | 1 | 0.00% | 0.00% | |
Shadow Shaman | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 0.00% | 1.00 | 1 | 0.00% | 1.00 | 0 | 0.00% | 0.00% | |
Slardar | 17 | 6 | 23 | 2 | 2 | 4 | 31 | 33.33% | 1.19 | 21 | 37.50% | 3.00 | 2 | 2.30% | 4.17% | |
Tidehunter | 4 | 2 | 6 | 2 | 2 | 2 | 8 | 30.00% | 1.20 | 5 | 100.00% | 2.00 | 1 | 87.50% | 70.00% | |
Witch Doctor | 8 | 2 | 10 | 2 | 7 | 7 | 17 | 38.89% | 1.11 | 9 | 28.57% | 7.00 | 1 | -1.75% | -10.32% | |
Enigma | 17 | 4 | 21 | 2 | 2 | 2 | 25 | 65.00% | 1.15 | 20 | 100.00% | 2.00 | 1 | 41.18% | 35.00% | |
Tinker | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 100.00% | 1.00 | 1 | 100.00% | 1.00 | 0 | 0.00% | 0.00% | |
Sniper | 2 | 0 | 2 | 1 | 1 | 1 | 2 | 100.00% | 1.00 | 2 | 100.00% | 1.00 | 0 | 0.00% | 0.00% | |
Necrophos | 3 | 0 | 3 | 1 | 1 | 1 | 3 | 0.00% | 1.00 | 3 | 0.00% | 1.00 | 0 | 0.00% | 0.00% | |
Warlock | 5 | 2 | 7 | 2 | 3 | 3 | 10 | 41.67% | 1.17 | 6 | 66.67% | 3.00 | 1 | 13.66% | 25.00% | |
Beastmaster | 16 | 17 | 33 | 2 | 4 | 5 | 70 | 38.64% | 1.27 | 22 | 58.00% | 4.40 | 5 | 6.19% | 19.36% | |
Queen of Pain | 4 | 0 | 4 | 1 | 1 | 1 | 4 | 50.00% | 1.00 | 4 | 50.00% | 1.00 | 0 | 0.00% | 0.00% | |
Venomancer | 7 | 2 | 9 | 2 | 2 | 2 | 11 | 56.25% | 1.13 | 8 | 100.00% | 2.00 | 1 | 50.29% | 43.75% | |
Faceless Void | 5 | 3 | 8 | 2 | 2 | 2 | 11 | 64.29% | 1.29 | 7 | 50.00% | 2.00 | 1 | -20.13% | -14.29% | |
Wraith King | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 100.00% | 1.00 | 1 | 100.00% | 1.00 | 0 | 0.00% | 0.00% | |
Phantom Assassin | 9 | 4 | 13 | 2 | 3 | 3 | 18 | 37.50% | 1.25 | 12 | 33.33% | 3.00 | 1 | -2.38% | -4.17% | |
Pugna | 2 | 0 | 2 | 1 | 1 | 1 | 2 | 100.00% | 1.00 | 2 | 100.00% | 1.00 | 0 | 0.00% | 0.00% | |
Templar Assassin | 21 | 11 | 32 | 2 | 3 | 4 | 48 | 33.93% | 1.25 | 28 | 38.89% | 3.33 | 3 | 2.38% | 4.96% | |
Viper | 1 | 1 | 2 | 2 | 2 | 2 | 3 | 100.00% | 1.00 | 1 | 50.00% | 2.00 | 1 | -50.00% | -50.00% | |
Dragon Knight | 21 | 17 | 38 | 2 | 3 | 4 | 65 | 37.50% | 1.34 | 32 | 46.67% | 3.80 | 5 | 3.73% | 9.17% | |
Dazzle | 5 | 2 | 7 | 2 | 2 | 2 | 9 | 41.67% | 1.17 | 6 | 50.00% | 2.00 | 1 | 10.04% | 8.33% | |
Clockwerk | 24 | 18 | 42 | 2 | 3 | 6 | 76 | 32.86% | 1.31 | 35 | 55.33% | 4.80 | 5 | 6.44% | 22.47% | |
Leshrac | 7 | 2 | 9 | 2 | 3 | 3 | 12 | 31.25% | 1.13 | 8 | 66.67% | 3.00 | 1 | 18.94% | 35.42% | |
Lifestealer | 7 | 3 | 10 | 2 | 3 | 3 | 14 | 50.00% | 1.22 | 9 | 0.00% | 3.00 | 1 | -28.09% | -50.00% | |
Dark Seer | 14 | 20 | 34 | 2 | 5 | 7 | 87 | 45.00% | 1.30 | 20 | 52.57% | 5.80 | 5 | 1.68% | 7.57% | |
Clinkz | 9 | 2 | 11 | 2 | 3 | 3 | 14 | 45.00% | 1.10 | 10 | 33.33% | 3.00 | 1 | -6.14% | -11.67% | |
Enchantress | 17 | 16 | 33 | 3 | 4 | 8 | 72 | 41.67% | 1.64 | 28 | 78.13% | 5.50 | 4 | 9.45% | 36.46% | |
Huskar | 3 | 1 | 4 | 2 | 2 | 2 | 5 | 33.33% | 1.00 | 3 | 100.00% | 2.00 | 1 | 66.67% | 66.67% | |
Night Stalker | 0 | 4 | 4 | 2 | 3 | 3 | 9 | 33.33% | 2.00 | 3 | 33.33% | 3.00 | 1 | 0.00% | 0.00% | |
Broodmother | 12 | 7 | 19 | 2 | 3 | 4 | 29 | 38.24% | 1.29 | 17 | 45.83% | 3.50 | 2 | 3.43% | 7.59% | |
Bounty Hunter | 3 | 0 | 3 | 1 | 1 | 1 | 3 | 33.33% | 1.00 | 3 | 33.33% | 1.00 | 0 | 0.00% | 0.00% | |
Weaver | 31 | 20 | 51 | 2 | 3 | 4 | 79 | 47.78% | 1.31 | 45 | 65.00% | 3.40 | 5 | 8.24% | 17.22% | |
Jakiro | 11 | 19 | 30 | 3 | 5 | 6 | 79 | 52.27% | 1.82 | 22 | 52.00% | 5.40 | 5 | -0.08% | -0.27% | |
Batrider | 18 | 7 | 25 | 2 | 5 | 6 | 42 | 36.36% | 1.18 | 22 | 45.00% | 5.50 | 2 | 2.00% | 8.64% | |
Chen | 3 | 7 | 10 | 2 | 3 | 3 | 19 | 50.00% | 1.63 | 8 | 100.00% | 3.00 | 2 | 36.50% | 50.00% | |
Spectre | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 0.00% | 1.00 | 1 | 0.00% | 1.00 | 0 | 0.00% | 0.00% | |
Ancient Apparition | 1 | 1 | 2 | 3 | 3 | 3 | 4 | 0.00% | 1.00 | 1 | 66.67% | 3.00 | 1 | 33.34% | 66.67% | |
Doom | 17 | 7 | 24 | 2 | 4 | 6 | 38 | 59.52% | 1.19 | 21 | 70.83% | 5.00 | 2 | 2.97% | 11.31% | |
Ursa | 19 | 11 | 30 | 2 | 3 | 5 | 50 | 58.33% | 1.21 | 24 | 46.11% | 4.00 | 3 | -4.38% | -12.22% | |
Spirit Breaker | 15 | 12 | 27 | 2 | 3 | 7 | 47 | 54.17% | 1.38 | 24 | 52.78% | 4.67 | 3 | -0.42% | -1.39% | |
Gyrocopter | 14 | 16 | 30 | 2 | 3 | 6 | 59 | 38.64% | 1.36 | 22 | 64.17% | 4.25 | 4 | 8.83% | 25.53% | |
Alchemist | 14 | 6 | 20 | 2 | 5 | 7 | 36 | 41.18% | 1.18 | 17 | 45.71% | 6.00 | 2 | 0.94% | 4.53% | |
Invoker | 13 | 6 | 19 | 3 | 4 | 4 | 35 | 44.44% | 1.27 | 15 | 62.50% | 4.00 | 2 | 6.62% | 18.06% | |
Outworld Destroyer | 3 | 0 | 3 | 1 | 1 | 1 | 3 | 0.00% | 1.00 | 3 | 0.00% | 1.00 | 0 | 0.00% | 0.00% | |
Lycan | 2 | 0 | 2 | 1 | 1 | 1 | 2 | 50.00% | 1.00 | 2 | 50.00% | 1.00 | 0 | 0.00% | 0.00% | |
Brewmaster | 11 | 21 | 32 | 2 | 4 | 6 | 75 | 39.47% | 1.42 | 19 | 59.44% | 4.50 | 6 | 6.48% | 19.97% | |
Shadow Demon | 16 | 10 | 26 | 2 | 3 | 4 | 42 | 30.95% | 1.24 | 21 | 58.33% | 3.33 | 3 | 13.10% | 27.38% | |
Chaos Knight | 20 | 15 | 35 | 2 | 3 | 7 | 67 | 28.85% | 1.23 | 26 | 50.30% | 5.00 | 4 | 5.69% | 21.45% | |
Treant Protector | 6 | 1 | 7 | 2 | 2 | 2 | 8 | 16.67% | 1.00 | 6 | 50.00% | 2.00 | 1 | 33.33% | 33.33% | |
Ogre Magi | 5 | 5 | 10 | 2 | 3 | 3 | 17 | 31.25% | 1.38 | 8 | 50.00% | 3.00 | 2 | 11.57% | 18.75% | |
Undying | 2 | 3 | 5 | 2 | 7 | 7 | 14 | 50.00% | 1.33 | 3 | 85.71% | 7.00 | 1 | 6.30% | 35.71% | |
Rubick | 30 | 20 | 50 | 2 | 4 | 4 | 85 | 47.50% | 1.25 | 40 | 55.00% | 4.00 | 5 | 2.73% | 7.50% | |
Disruptor | 9 | 6 | 15 | 2 | 2 | 3 | 22 | 57.69% | 1.31 | 13 | 50.00% | 2.50 | 2 | -6.46% | -7.69% | |
Nyx Assassin | 14 | 5 | 19 | 2 | 3 | 3 | 27 | 34.38% | 1.13 | 16 | 33.33% | 3.00 | 2 | -0.56% | -1.05% | |
Naga Siren | 5 | 1 | 6 | 3 | 3 | 3 | 8 | 80.00% | 1.00 | 5 | 66.67% | 3.00 | 1 | -6.67% | -13.33% | |
Keeper of the Light | 8 | 7 | 15 | 2 | 4 | 4 | 26 | 34.62% | 1.38 | 13 | 62.50% | 4.00 | 2 | 10.64% | 27.88% | |
Io | 7 | 2 | 9 | 2 | 2 | 2 | 11 | 37.50% | 1.13 | 8 | 50.00% | 2.00 | 1 | 14.37% | 12.50% | |
Visage | 7 | 2 | 9 | 2 | 3 | 3 | 12 | 50.00% | 1.13 | 8 | 66.67% | 3.00 | 1 | 8.91% | 16.67% | |
Slark | 4 | 0 | 4 | 1 | 1 | 1 | 4 | 50.00% | 1.00 | 4 | 50.00% | 1.00 | 0 | 0.00% | 0.00% | |
Medusa | 5 | 2 | 7 | 2 | 2 | 2 | 9 | 33.33% | 1.17 | 6 | 100.00% | 2.00 | 1 | 80.33% | 66.67% | |
Troll Warlord | 15 | 11 | 26 | 2 | 3 | 4 | 44 | 50.00% | 1.29 | 21 | 69.44% | 3.67 | 3 | 8.17% | 19.44% | |
Centaur Warrunner | 13 | 4 | 17 | 2 | 5 | 5 | 27 | 53.33% | 1.13 | 15 | 20.00% | 5.00 | 1 | -8.61% | -33.33% | |
Magnus | 2 | 1 | 3 | 3 | 3 | 3 | 5 | 100.00% | 1.00 | 2 | 100.00% | 3.00 | 1 | 0.00% | 0.00% | |
Timbersaw | 11 | 4 | 15 | 2 | 4 | 4 | 21 | 21.43% | 1.21 | 14 | 25.00% | 4.00 | 1 | 1.28% | 3.57% | |
Bristleback | 2 | 0 | 2 | 1 | 1 | 1 | 2 | 50.00% | 1.00 | 2 | 50.00% | 1.00 | 0 | 0.00% | 0.00% | |
Tusk | 7 | 3 | 10 | 3 | 3 | 3 | 16 | 37.04% | 1.44 | 9 | 33.33% | 3.00 | 1 | -2.38% | -3.71% | |
Skywrath Mage | 2 | 0 | 2 | 1 | 1 | 1 | 2 | 100.00% | 1.00 | 2 | 100.00% | 1.00 | 0 | 0.00% | 0.00% | |
Elder Titan | 9 | 21 | 30 | 2 | 4 | 5 | 70 | 44.44% | 1.50 | 18 | 51.67% | 4.17 | 6 | 2.71% | 7.23% | |
Legion Commander | 3 | 1 | 4 | 2 | 2 | 2 | 5 | 66.67% | 1.00 | 3 | 50.00% | 2.00 | 1 | -16.67% | -16.67% | |
Techies | 7 | 3 | 10 | 3 | 4 | 4 | 18 | 20.83% | 1.25 | 8 | 75.00% | 4.00 | 1 | 19.70% | 54.17% | |
Ember Spirit | 16 | 23 | 39 | 2 | 4 | 7 | 90 | 52.27% | 1.27 | 22 | 69.52% | 4.67 | 6 | 5.07% | 17.25% | |
Earth Spirit | 6 | 1 | 7 | 2 | 2 | 2 | 8 | 50.00% | 1.00 | 6 | 50.00% | 2.00 | 1 | 0.00% | 0.00% | |
Underlord | 17 | 15 | 32 | 2 | 5 | 6 | 70 | 25.00% | 1.23 | 22 | 57.50% | 5.25 | 4 | 8.08% | 32.50% | |
Terrorblade | 19 | 5 | 24 | 2 | 4 | 4 | 34 | 33.33% | 1.10 | 21 | 50.00% | 4.00 | 2 | 5.75% | 16.67% | |
Phoenix | 20 | 23 | 43 | 2 | 3 | 6 | 86 | 40.00% | 1.33 | 30 | 46.11% | 4.17 | 6 | 2.15% | 6.11% | |
Oracle | 4 | 1 | 5 | 2 | 2 | 2 | 6 | 50.00% | 1.00 | 4 | 100.00% | 2.00 | 1 | 50.00% | 50.00% | |
Winter Wyvern | 5 | 0 | 5 | 1 | 1 | 1 | 5 | 40.00% | 1.00 | 5 | 40.00% | 1.00 | 0 | 0.00% | 0.00% | |
Arc Warden | 0 | 1 | 1 | 2 | 2 | 2 | 2 | 0.00% | 0.00 | 0 | 50.00% | 2.00 | 1 | 25.00% | 50.00% | |
Monkey King | 25 | 14 | 39 | 2 | 3 | 4 | 58 | 52.86% | 1.29 | 35 | 52.08% | 3.25 | 4 | -0.40% | -0.78% | |
Dark Willow | 13 | 3 | 16 | 2 | 5 | 5 | 23 | 35.71% | 1.07 | 14 | 40.00% | 5.00 | 1 | 1.09% | 4.29% | |
Pangolier | 23 | 19 | 42 | 2 | 3 | 7 | 78 | 42.42% | 1.30 | 33 | 65.05% | 4.60 | 5 | 6.86% | 22.63% | |
Grimstroke | 13 | 5 | 18 | 2 | 2 | 7 | 28 | 43.75% | 1.19 | 16 | 64.29% | 4.50 | 2 | 6.21% | 20.54% | |
Hoodwink | 19 | 31 | 50 | 2 | 5 | 9 | 137 | 37.10% | 1.39 | 31 | 65.99% | 6.75 | 8 | 5.39% | 28.89% | |
Void Spirit | 18 | 5 | 23 | 2 | 2 | 2 | 28 | 59.52% | 1.14 | 21 | 25.00% | 2.00 | 2 | -40.14% | -34.52% | |
Snapfire | 26 | 22 | 48 | 2 | 4 | 6 | 88 | 43.90% | 1.37 | 41 | 72.22% | 4.67 | 6 | 8.58% | 28.32% | |
Mars | 15 | 6 | 21 | 2 | 5 | 7 | 37 | 35.29% | 1.12 | 17 | 65.71% | 6.00 | 2 | 6.23% | 30.42% | |
Dawnbreaker | 2 | 3 | 5 | 2 | 3 | 3 | 10 | 16.67% | 1.33 | 3 | 33.33% | 3.00 | 1 | 9.98% | 16.66% | |
Marci | 16 | 4 | 20 | 2 | 4 | 4 | 27 | 50.00% | 1.11 | 18 | 50.00% | 4.00 | 1 | 0.00% | 0.00% | |
Primal Beast | 11 | 12 | 23 | 2 | 3 | 4 | 39 | 42.50% | 1.45 | 20 | 66.67% | 3.33 | 3 | 12.86% | 24.17% | |
Muerta | 5 | 2 | 7 | 2 | 2 | 2 | 9 | 58.33% | 1.17 | 6 | 50.00% | 2.00 | 1 | -10.04% | -8.33% |