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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
Total | Winrate shifts | ||||||||
|---|---|---|---|---|---|---|---|---|---|
Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | |
 | Desolator | 176 | 1.74% | 100.0 | 91.48% | +40.25% | +6.25% | -6.70% | -0.99% |
 | Meteor Hammer | 24 | 0.24% | 84.9 | 100.00% | +48.19% | 0.00% | 0.00% | 0.00% |
 | Assault Cuirass | 410 | 4.06% | 79.9 | 72.68% | +21.63% | +14.70% | -11.51% | -2.20% |
 | Butterfly | 2090 | 20.67% | 78.5 | 68.13% | +20.42% | +13.51% | -11.53% | -2.91% |
 | Disperser | 425 | 4.20% | 77.5 | 70.59% | +19.48% | +10.14% | -7.04% | -1.60% |
 | Buckler | 469 | 4.64% | 76.5 | 69.51% | +18.44% | +8.64% | -11.04% | -1.58% |
 | Abyssal Blade | 408 | 4.04% | 72.5 | 66.67% | +15.36% | +8.57% | +0.98% | -0.83% |
 | Bloodthorn | 2897 | 28.65% | 72.1 | 62.31% | +14.55% | +13.55% | -7.83% | -1.93% |
 | Divine Rapier | 51 | 0.50% | 72.0 | 80.39% | +28.61% | -3.47% | +4.23% | 0.00% |
 | Linken's Sphere | 555 | 5.49% | 70.7 | 64.14% | +12.92% | +8.52% | -5.15% | -1.32% |
 | Sange and Yasha | 2609 | 25.81% | 70.2 | 60.79% | +11.94% | +11.53% | -9.03% | -2.67% |
 | Daedalus | 169 | 1.67% | 70.0 | 68.64% | +17.00% | +17.41% | -24.45% | -4.34% |
 | Eye of Skadi | 424 | 4.19% | 70.0 | 64.39% | +13.01% | +9.19% | -12.50% | -2.15% |
 | Kaya | 26 | 0.26% | 69.9 | 88.46% | +36.63% | +11.54% | -31.32% | 0.00% |
 | Sange | 2861 | 28.30% | 69.9 | 60.43% | +11.86% | +11.36% | -7.01% | -2.00% |
 | Harpoon | 969 | 9.58% | 69.8 | 62.02% | +11.16% | +8.76% | -6.46% | -1.56% |
 | Manta Style | 3573 | 35.34% | 69.3 | 59.73% | +12.06% | +11.86% | -11.85% | -3.93% |
 | Yasha | 6546 | 64.75% | 68.1 | 58.25% | +17.93% | +8.94% | -7.61% | -2.57% |
 | Aghanim's Shard | 4578 | 45.28% | 67.9 | 58.37% | +11.77% | +5.05% | -5.14% | -0.99% |
 | Drum of Endurance | 162 | 1.60% | 66.6 | 66.05% | +14.35% | -0.20% | +2.24% | 0.00% |
 | Javelin | 2836 | 28.05% | 66.4 | 57.48% | +7.71% | +8.67% | -6.14% | -1.13% |
 | Nullifier | 1316 | 13.02% | 66.2 | 58.43% | +7.47% | +10.66% | -7.97% | -2.28% |
 | Moon Shard | 47 | 0.46% | 65.9 | 76.60% | +24.79% | +15.07% | +6.73% | 0.00% |
 | Diadem | 3824 | 37.82% | 65.4 | 56.38% | +7.16% | +7.44% | -8.05% | -2.18% |
 | Skull Basher | 766 | 7.58% | 64.8 | 58.36% | +6.96% | +8.83% | -4.99% | -1.63% |
 | Crystalys | 701 | 6.93% | 64.2 | 58.06% | +6.59% | +7.85% | -15.45% | -2.41% |
 | Revenant's Brooch | 429 | 4.24% | 64.1 | 59.44% | +7.84% | +8.15% | -12.22% | -2.39% |
 | Mask of Madness | 16 | 0.16% | 64.0 | 93.75% | +41.89% | +6.25% | +6.25% | 0.00% |
 | Orchid Malevolence | 6122 | 60.55% | 63.3 | 54.20% | +5.75% | +16.82% | -14.81% | -9.18% |
 | Diffusal Blade | 2146 | 21.23% | 63.2 | 55.13% | +4.06% | +14.06% | -5.50% | -4.41% |
 | Black King Bar | 6405 | 63.35% | 62.8 | 53.71% | +4.86% | +10.65% | -7.35% | -2.75% |
 | Orb of Corrosion | 5304 | 52.46% | 62.7 | 53.83% | +4.00% | +3.92% | -4.69% | -2.82% |
 | Echo Sabre | 1386 | 13.71% | 62.6 | 55.27% | +3.87% | +12.17% | -2.53% | -1.76% |
 | Orb of Frost | 5081 | 50.26% | 62.3 | 53.45% | +3.06% | +1.15% | -0.74% | -0.64% |
 | Blight Stone | 4806 | 47.54% | 62.1 | 53.37% | +2.75% | -2.62% | -1.08% | 0.45% |
 | Void Stone | 2421 | 23.95% | 62.0 | 53.99% | +2.71% | +5.15% | -2.92% | -0.63% |
 | Cornucopia | 5130 | 50.74% | 62.0 | 53.22% | +2.62% | +11.24% | -13.39% | -5.94% |
 | Power Treads | 9488 | 93.85% | 61.8 | 52.63% | +11.47% | +7.76% | -7.79% | -4.18% |
 | Ring of Health | 816 | 8.07% | 61.8 | 55.64% | +4.04% | -4.66% | -0.74% | 0.25% |
 | Soul Ring | 9495 | 93.92% | 61.7 | 52.52% | +9.76% | +5.95% | -9.63% | -5.67% |
 | Scythe of Vyse | 433 | 4.28% | 61.6 | 57.27% | +5.58% | +16.12% | -5.89% | -2.07% |
 | Helm of Iron Will | 1403 | 13.88% | 61.6 | 54.38% | +2.85% | +2.60% | -5.23% | -0.74% |
 | Magic Wand | 4747 | 46.95% | 61.5 | 52.90% | +1.83% | -0.39% | +0.38% | 0.13% |
 | Orb of Destruction | 3221 | 31.86% | 61.5 | 53.21% | +1.88% | +3.29% | -5.08% | -4.19% |
 | Silver Edge | 114 | 1.13% | 61.3 | 64.04% | +12.25% | +1.48% | +4.93% | 0.00% |
 | Boots of Speed | 10030 | 99.21% | 61.1 | 51.96% | +4.46% | +1.55% | -5.46% | -1.97% |
 | Ring of Protection | 7548 | 74.66% | 60.6 | 51.79% | -0.55% | +1.70% | -6.59% | -2.31% |
 | Brigand's Blade | 2580 | 25.52% | 60.6 | 52.71% | +1.05% | +4.06% | -3.67% | -3.87% |
 | Magic Stick | 5320 | 52.62% | 60.5 | 51.90% | -0.06% | +0.77% | -1.04% | -0.82% |
 | Heaven's Halberd | 123 | 1.22% | 60.3 | 62.60% | +10.80% | +14.82% | -10.99% | 0.00% |
 | Quelling Blade | 6123 | 60.56% | 60.2 | 51.58% | -0.89% | -0.07% | 0.00% | 0.00% |
 | Mana Draught | 2898 | 28.66% | 60.1 | 52.10% | +0.24% | +2.16% | -5.98% | -4.07% |
 | Ripper's Lash | 1891 | 18.70% | 60.0 | 52.56% | +0.78% | +1.11% | -4.16% | -2.64% |
 | Wraith Band | 5336 | 52.78% | 59.9 | 51.42% | -1.07% | +3.50% | -3.61% | -5.84% |
 | Morbid Mask | 403 | 3.99% | 58.4 | 54.84% | +3.03% | -1.90% | -0.38% | 0.07% |
 | Vanguard | 136 | 1.35% | 58.4 | 60.29% | +8.48% | +10.30% | -13.23% | 0.00% |
 | Essence Ring | 1008 | 9.97% | 58.2 | 52.08% | +0.17% | +2.20% | -2.39% | -2.30% |
 | Searing Signet | 694 | 6.86% | 58.1 | 52.88% | +1.02% | +2.32% | -3.38% | -2.85% |
 | Monkey King Bar | 506 | 5.00% | 57.8 | 53.56% | +1.72% | +7.86% | -3.17% | -1.22% |
 | Arcane Boots | 111 | 1.10% | 57.8 | 61.26% | +9.43% | -7.69% | -4.12% | 0.00% |
 | Occult Bracelet | 618 | 6.11% | 57.8 | 52.91% | +1.05% | +6.85% | -10.66% | -8.76% |
 | Bracer | 900 | 8.90% | 57.5 | 51.78% | -0.16% | +2.44% | -7.53% | -6.86% |
 | Boots of Travel | 240 | 2.37% | 57.0 | 55.83% | +4.00% | -2.50% | +2.50% | 0.18% |
 | Blink Dagger | 1302 | 12.88% | 57.0 | 50.61% | -1.51% | +1.23% | -0.46% | -0.13% |
 | Ring of Basilius | 124 | 1.23% | 56.9 | 59.68% | +7.85% | -8.07% | -4.84% | 0.00% |
 | Wind Lace | 1378 | 13.63% | 56.6 | 50.15% | -2.06% | -2.90% | +2.60% | 0.52% |
 | Chainmail | 931 | 9.21% | 55.8 | 50.27% | -1.83% | -3.69% | -1.12% | 0.39% |
 | Crown | 579 | 5.73% | 55.6 | 51.30% | -0.67% | +4.56% | -3.35% | -0.65% |
 | Fluffy Hat | 944 | 9.34% | 55.6 | 50.00% | -2.13% | +0.42% | -0.85% | -0.09% |
 | Tumbler's Toy | 161 | 1.59% | 55.3 | 56.52% | +4.67% | +1.42% | -2.82% | 0.00% |
 | Spark of Courage | 1008 | 9.97% | 55.3 | 49.60% | -2.59% | +5.57% | -7.06% | -6.32% |
 | Gossamer Cape | 804 | 7.95% | 55.1 | 50.00% | -2.10% | +6.22% | -2.36% | -4.29% |
 | Gale Guard | 816 | 8.07% | 55.0 | 49.88% | -2.23% | -1.16% | -1.22% | -0.03% |
 | Mage Slayer | 184 | 1.82% | 54.9 | 55.43% | +3.57% | +22.83% | -5.43% | -5.79% |
 | Swift Blink | 70 | 0.69% | 54.9 | 62.86% | +11.01% | -12.86% | -7.30% | 0.00% |
 | Serrated Shiv | 2412 | 23.86% | 54.8 | 47.80% | -5.42% | +0.63% | -2.40% | -1.52% |
 | Mind Breaker | 935 | 9.25% | 54.2 | 48.88% | -3.36% | -0.01% | -1.46% | -0.73% |
 | Radiance | 164 | 1.62% | 54.2 | 55.49% | +3.62% | +20.70% | -21.34% | -9.32% |
 | Boots of Bearing | 32 | 0.32% | 53.9 | 71.88% | +20.01% | -9.38% | +3.12% | 0.00% |
 | Magnifying Monocle | 91 | 0.90% | 53.7 | 59.34% | +7.48% | -1.28% | +0.04% | 0.00% |
 | Nemesis Curse | 977 | 9.66% | 53.4 | 48.11% | -4.23% | +0.57% | -1.60% | -1.09% |
 | Bottle | 399 | 3.95% | 53.2 | 50.38% | -1.61% | -3.85% | -0.38% | 3.47% |
 | Gunpowder Gauntlet | 1128 | 11.16% | 52.8 | 47.25% | -5.27% | +0.55% | +0.40% | -0.08% |
 | Headdress | 122 | 1.21% | 51.3 | 54.92% | +3.03% | -0.08% | -3.31% | 0.00% |
 | Orb of Venom | 325 | 3.21% | 51.3 | 49.54% | -2.47% | +4.12% | -3.20% | -1.45% |
 | Khanda | 89 | 0.88% | 51.2 | 57.30% | +5.42% | -5.13% | -5.13% | 0.00% |
 | Falcon Blade | 146 | 1.44% | 51.0 | 53.42% | +1.51% | -7.47% | -2.07% | 0.00% |
 | Ghost Scepter | 288 | 2.85% | 50.8 | 49.65% | -2.35% | +0.35% | +8.46% | 0.80% |
 | Crippling Crossbow | 311 | 3.08% | 50.7 | 49.20% | -2.82% | +9.39% | -7.22% | -5.54% |
 | Shadow Blade | 167 | 1.65% | 50.4 | 52.10% | +0.17% | +5.04% | -2.10% | -0.70% |
 | Ogre Seal Totem | 241 | 2.38% | 50.1 | 49.79% | -2.19% | +2.52% | -5.03% | -3.78% |
 | Aghanim's Scepter | 46 | 0.45% | 49.8 | 63.04% | +11.16% | +3.63% | +20.29% | 0.00% |
 | Ninja Gear | 308 | 3.05% | 49.7 | 48.38% | -3.66% | -1.13% | -3.94% | -1.41% |
 | Pipe of Insight | 103 | 1.02% | 49.2 | 54.37% | +2.47% | +8.59% | -4.37% | 0.00% |
 | Iron Talon | 931 | 9.21% | 49.2 | 44.58% | -8.09% | +1.10% | -0.68% | -0.89% |
 | Trusty Shovel | 199 | 1.97% | 48.9 | 49.75% | -2.22% | -3.16% | +1.86% | 2.51% |
 | Ring of Tarrasque | 281 | 2.78% | 48.0 | 47.33% | -4.73% | -0.85% | +4.78% | 0.31% |
 | Satanic | 53 | 0.52% | 46.7 | 58.49% | +6.60% | +12.94% | -11.82% | 0.00% |
 | Null Talisman | 120 | 1.19% | 46.5 | 50.83% | -1.11% | +9.17% | -2.44% | 0.00% |
 | Phylactery | 125 | 1.24% | 46.4 | 50.40% | -1.55% | -3.52% | -9.77% | 0.00% |
 | Glimmer Cape | 106 | 1.05% | 45.6 | 50.94% | -1.00% | +19.43% | -6.50% | 0.00% |
 | Refresher Orb | 79 | 0.78% | 45.4 | 53.16% | +1.24% | +1.84% | -3.16% | 0.00% |
 | Mekansm | 27 | 0.27% | 45.3 | 66.67% | +14.78% | -9.53% | -23.81% | 0.00% |
 | Dagon (level 5) | 7 | 0.07% | 44.5 | 100.00% | +48.10% | 0.00% | 0.00% | 0.00% |
 | Aeon Disk | 16 | 0.16% | 43.4 | 75.00% | +23.11% | +25.00% | 0.00% | 0.00% |
 | Dagon (level 2) | 16 | 0.16% | 43.4 | 75.00% | +23.11% | +25.00% | 0.00% | 0.00% |
 | Guardian Greaves | 26 | 0.26% | 43.4 | 65.38% | +13.49% | -22.52% | -8.24% | 0.00% |
 | Pyrrhic Cloak | 206 | 2.04% | 43.3 | 44.66% | -7.42% | -7.74% | +3.62% | 3.79% |
 | Stygian Desolator | 25 | 0.25% | 41.3 | 64.00% | +12.10% | -1.50% | +2.67% | 0.00% |
 | Dagon | 25 | 0.25% | 41.3 | 64.00% | +12.10% | +21.71% | +7.43% | 0.00% |
 | Pig Pole | 112 | 1.11% | 40.1 | 45.54% | -6.46% | +8.31% | -9.37% | 0.00% |
 | Shiva's Guard | 22 | 0.22% | 38.7 | 63.64% | +11.74% | +3.03% | -13.64% | 0.00% |
 | Tranquil Boots | 47 | 0.46% | 37.4 | 51.06% | -0.87% | -17.73% | +15.61% | 0.00% |
 | Dagon (level 3) | 10 | 0.10% | 37.2 | 80.00% | +28.10% | +20.00% | -13.33% | 0.00% |
 | Pollywog Charm | 121 | 1.20% | 37.1 | 42.15% | -9.90% | +2.75% | -8.82% | 0.00% |
 | Eternal Shroud | 17 | 0.17% | 35.1 | 64.71% | +12.80% | +15.29% | -24.71% | 0.00% |
 | Heart of Tarrasque | 7 | 0.07% | 33.0 | 85.71% | +33.80% | +14.29% | -35.71% | 0.00% |
 | Veil of Discord | 23 | 0.23% | 32.9 | 56.52% | +4.60% | -6.52% | -23.19% | 0.00% |
 | Boots of Travel 2 | 14 | 0.14% | 31.2 | 64.29% | +12.38% | +10.71% | -39.29% | 0.00% |
 | Urn of Shadows | 31 | 0.31% | 29.7 | 48.39% | -3.55% | -10.89% | -10.89% | 0.00% |
 | Hand of Midas | 333 | 3.29% | 29.3 | 30.03% | -22.64% | +8.07% | -5.03% | -2.50% |
 | Dagon (level 4) | 6 | 0.06% | 27.9 | 83.33% | +31.42% | +16.67% | -33.33% | 0.00% |
 | Lotus Orb | 13 | 0.13% | 27.8 | 61.54% | +9.62% | +13.46% | +13.46% | 0.00% |
 | Vladmir's Offering | 16 | 0.16% | 27.1 | 56.25% | +4.33% | -6.25% | -6.25% | 0.00% |
 | Battle Fury | 11 | 0.11% | 26.5 | 63.64% | +11.72% | +3.03% | +36.36% | 0.00% |
 | Minotaur Horn | 14 | 0.14% | 25.7 | 57.14% | +5.22% | -1.58% | -7.14% | 0.00% |
 | Blade Mail | 17 | 0.17% | 25.4 | 52.94% | +1.01% | -12.94% | +47.06% | 0.00% |
 | Spirit Vessel | 27 | 0.27% | 24.6 | 44.44% | -7.51% | +12.70% | -1.58% | 0.00% |
 | Ethereal Blade | 3 | 0.03% | 21.9 | 100.00% | +48.09% | 0.00% | 0.00% | 0.00% |
 | Aghanim's Blessing | 3 | 0.03% | 21.9 | 100.00% | +48.09% | 0.00% | 0.00% | 0.00% |
 | Yasha and Kaya | 3 | 0.03% | 21.9 | 100.00% | +48.09% | 0.00% | 0.00% | 0.00% |
 | Ceremonial Robe | 43 | 0.43% | 21.3 | 34.88% | -17.12% | +3.22% | -4.11% | 0.00% |
 | Book of the Dead | 8 | 0.08% | 20.5 | 62.50% | +10.58% | -2.50% | +4.17% | 0.00% |
 | Octarine Core | 6 | 0.06% | 18.5 | 66.67% | +14.75% | -16.67% | -16.67% | 0.00% |
 | Eul's Scepter of Divinity | 16 | 0.16% | 18.0 | 43.75% | -8.19% | +6.25% | +6.25% | 0.00% |
 | Magic Lamp | 13 | 0.13% | 17.2 | 46.15% | -5.79% | +16.35% | -21.15% | 0.00% |
 | Armlet of Mordiggian | 4 | 0.04% | 16.3 | 75.00% | +23.08% | +25.00% | -75.00% | 0.00% |
 | Aether Lens | 4 | 0.04% | 16.3 | 75.00% | +23.08% | -75.00% | +25.00% | 0.00% |
 | Whisper of the Dread | 36 | 0.36% | 16.2 | 30.56% | -21.45% | +6.94% | +9.44% | 0.00% |
 | Wind Waker | 7 | 0.07% | 15.8 | 57.14% | +5.21% | -7.14% | -57.14% | 0.00% |
 | Mjollnir | 12 | 0.12% | 13.7 | 41.67% | -10.27% | -8.34% | -8.34% | 0.00% |
 | Phase Boots | 17 | 0.17% | 13.2 | 35.29% | -16.67% | +4.71% | -15.29% | 0.00% |
 | Crimson Guard | 9 | 0.09% | 12.3 | 44.44% | -7.50% | -11.11% | -44.44% | 0.00% |
 | Fallen Sky | 9 | 0.09% | 12.3 | 44.44% | -7.50% | -19.44% | +22.23% | 0.00% |
 | Spider Legs | 3 | 0.03% | 10.0 | 66.67% | +14.75% | 0.00% | 0.00% | 0.00% |
 | Maelstrom | 17 | 0.17% | 9.8 | 29.41% | -22.56% | +30.59% | -9.41% | 0.00% |
 | Rod of Atos | 7 | 0.07% | 9.4 | 42.86% | -9.08% | +57.14% | +7.14% | 0.00% |
 | Unrelenting Eye | 9 | 0.09% | 7.5 | 33.33% | -18.62% | 0.00% | 0.00% | 0.00% |
 | Force Staff | 10 | 0.10% | 6.8 | 30.00% | -21.95% | +3.33% | -30.00% | 0.00% |
 | Pavise | 7 | 0.07% | 4.5 | 28.57% | -23.37% | -28.57% | +21.43% | 0.00% |
 | Solar Crest | 7 | 0.07% | 4.5 | 28.57% | -23.37% | -28.57% | +21.43% | 0.00% |
 | Kaya and Sange | 2 | 0.02% | 3.8 | 50.00% | -1.93% | +50.00% | -50.00% | 0.00% |
 | Helm of the Dominator | 2 | 0.02% | 3.8 | 50.00% | -1.93% | +50.00% | -50.00% | 0.00% |
 | Hurricane Pike | 3 | 0.03% | 2.7 | 33.33% | -18.60% | +66.67% | -33.33% | 0.00% |
 | Gleipnir | 3 | 0.03% | 2.7 | 33.33% | -18.60% | -33.33% | +66.67% | 0.00% |
 | Witch Blade | 4 | 0.04% | 2.1 | 25.00% | -26.94% | +25.00% | -25.00% | 0.00% |
 | Pirate Hat | 4 | 0.04% | 2.1 | 25.00% | -26.94% | +25.00% | -25.00% | 0.00% |
 | Dragon Lance | 5 | 0.05% | 1.7 | 20.00% | -31.94% | +30.00% | -20.00% | 0.00% |
 | Parasma | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |