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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) | |
 | Assault Cuirass | 784 | 35.56% | 100.0 | 73.09% | +29.04% | +9.05% | -7.27% | -1.56% |
 | Boots of Bearing | 935 | 42.40% | 91.5 | 66.74% | +21.46% | -0.78% | -2.21% | -0.11% |
 | Scythe of Vyse | 392 | 17.78% | 89.5 | 67.35% | +15.78% | +8.16% | -8.17% | -1.97% |
 | Bloodthorn | 432 | 19.59% | 87.0 | 65.28% | +13.56% | +11.57% | -3.24% | -1.82% |
 | Buckler | 1502 | 68.12% | 86.1 | 62.18% | +24.48% | -1.65% | +3.51% | 0.45% |
 | Javelin | 464 | 21.04% | 84.8 | 63.58% | +11.66% | +11.42% | -4.96% | -1.76% |
 | Ring of Protection | 1547 | 70.16% | 84.7 | 61.15% | +22.70% | -3.53% | +1.90% | 0.48% |
 | Guardian Greaves | 47 | 2.13% | 84.0 | 76.60% | +22.71% | +6.73% | -1.60% | -1.02% |
 | Vladmir's Offering | 1186 | 53.79% | 82.7 | 60.12% | +12.43% | +0.62% | -2.40% | -0.50% |
 | Morbid Mask | 1182 | 53.61% | 82.7 | 60.07% | +12.27% | +3.23% | -1.96% | -0.89% |
 | Aghanim's Scepter | 1138 | 51.61% | 82.6 | 60.11% | +11.84% | +2.35% | +1.08% | -0.15% |
 | Ring of Basilius | 1345 | 61.00% | 81.1 | 58.74% | +11.18% | +0.31% | -0.16% | -0.07% |
 | Aghanim's Shard | 1290 | 58.50% | 79.8 | 57.91% | +8.51% | +6.49% | -6.83% | -1.48% |
 | Drum of Endurance | 1674 | 75.92% | 79.7 | 57.41% | +12.59% | +2.69% | -2.65% | -0.92% |
 | Blight Stone | 479 | 21.72% | 78.0 | 58.66% | +5.47% | -1.16% | -1.16% | 0.00% |
 | Tranquil Boots | 1608 | 72.93% | 78.0 | 56.28% | +7.03% | -0.70% | +3.42% | 0.50% |
 | Desolator | 47 | 2.13% | 77.7 | 72.34% | +18.35% | -5.67% | -5.67% | 0.00% |
 | Ring of Tarrasque | 293 | 13.29% | 77.3 | 59.73% | +6.17% | +9.19% | -0.27% | -1.10% |
 | Wind Lace | 1922 | 87.17% | 77.1 | 55.36% | +7.66% | +2.11% | -2.04% | -0.77% |
 | Mekansm | 59 | 2.68% | 77.0 | 69.49% | +15.53% | +3.84% | -2.82% | -0.75% |
 | Headdress | 346 | 15.69% | 76.7 | 58.67% | +5.09% | +11.44% | -11.54% | -2.44% |
 | Magic Wand | 1552 | 70.39% | 76.4 | 55.15% | +2.62% | -0.51% | -3.87% | -0.80% |
 | Pipe of Insight | 285 | 12.93% | 76.1 | 58.95% | +5.25% | +9.11% | -8.27% | -2.16% |
 | Boots of Speed | 2190 | 99.32% | 76.1 | 54.47% | +14.47% | +3.17% | -2.83% | -1.32% |
 | Cornucopia | 896 | 40.63% | 76.0 | 55.80% | +2.40% | +4.02% | -2.23% | -0.71% |
 | Orb of Destruction | 778 | 35.28% | 76.0 | 56.04% | +2.57% | -1.16% | -3.17% | -0.67% |
 | Magic Stick | 1388 | 62.95% | 75.9 | 54.97% | +1.60% | -1.41% | -1.23% | 0.10% |
 | Orchid Malevolence | 889 | 40.32% | 75.8 | 55.68% | +2.18% | +8.00% | -3.45% | -1.29% |
 | Null Talisman | 1372 | 62.22% | 75.3 | 54.59% | +0.57% | +0.61% | -3.14% | -2.39% |
 | Gleipnir | 42 | 1.90% | 74.5 | 71.43% | +17.38% | +11.90% | +1.30% | 0.00% |
 | Shiva's Guard | 131 | 5.94% | 73.8 | 61.07% | +7.12% | -6.52% | +5.60% | 0.99% |
 | Mana Draught | 407 | 18.46% | 73.7 | 56.02% | +2.02% | +5.24% | -4.84% | -3.36% |
 | Gossamer Cape | 239 | 10.84% | 72.8 | 57.32% | +3.30% | +4.31% | +0.15% | -2.08% |
 | Chainmail | 98 | 4.44% | 72.8 | 62.24% | +8.23% | +9.76% | -6.24% | -1.60% |
 | Helm of Iron Will | 259 | 11.75% | 71.9 | 56.37% | +2.26% | +3.63% | +3.63% | 0.00% |
 | Ring of Health | 150 | 6.80% | 71.5 | 58.67% | +4.61% | -0.78% | -8.67% | -0.48% |
 | Diadem | 126 | 5.71% | 71.3 | 59.52% | +5.46% | +6.11% | -9.52% | -1.20% |
 | Nemesis Curse | 273 | 12.38% | 71.3 | 55.68% | +1.49% | -1.77% | +4.96% | 3.37% |
 | Orb of Corrosion | 181 | 8.21% | 71.2 | 57.46% | +3.36% | +9.93% | -5.29% | -3.57% |
 | Searing Signet | 374 | 16.96% | 70.5 | 54.01% | -0.44% | +1.73% | -3.35% | -2.54% |
 | Veil of Discord | 162 | 7.35% | 70.4 | 57.41% | +3.27% | -8.63% | +6.00% | 1.09% |
 | Ripper's Lash | 399 | 18.10% | 70.2 | 53.63% | -0.91% | +5.19% | -7.35% | -4.18% |
 | Mind Breaker | 151 | 6.85% | 70.1 | 57.62% | +3.48% | -0.90% | +4.05% | 2.48% |
 | Hurricane Pike | 17 | 0.77% | 69.9 | 82.35% | +28.19% | -22.35% | -2.35% | 0.00% |
 | Arcane Boots | 165 | 7.48% | 69.9 | 56.97% | +2.80% | +15.12% | -9.35% | -6.25% |
 | Orb of Frost | 214 | 9.71% | 69.7 | 55.61% | +1.37% | +3.65% | -5.61% | -1.81% |
 | Vanguard | 87 | 3.95% | 69.7 | 60.92% | +6.81% | -6.37% | -10.92% | -0.40% |
 | Wraith Band | 108 | 4.90% | 69.5 | 59.26% | +5.14% | +1.45% | 0.00% | -1.02% |
 | Crimson Guard | 52 | 2.36% | 69.4 | 65.38% | +11.27% | +11.54% | -11.53% | -2.62% |
 | Rod of Atos | 141 | 6.39% | 69.3 | 57.45% | +3.28% | +17.55% | -3.40% | -2.34% |
 | Crown | 224 | 10.16% | 69.1 | 54.91% | +0.59% | -1.34% | +7.59% | 0.73% |
 | Essence Ring | 321 | 14.56% | 68.7 | 53.27% | -1.29% | +2.87% | -4.53% | -3.70% |
 | Whisper of the Dread | 131 | 5.94% | 68.5 | 57.25% | +3.06% | +2.75% | +0.53% | -1.11% |
 | Spark of Courage | 279 | 12.65% | 68.2 | 53.41% | -1.11% | +6.85% | -8.06% | -4.97% |
 | Gale Guard | 280 | 12.70% | 67.0 | 52.50% | -2.15% | +5.19% | -1.94% | -3.57% |
 | Dragon Lance | 16 | 0.73% | 66.7 | 81.25% | +27.07% | -6.25% | -6.25% | 0.00% |
 | Ceremonial Robe | 81 | 3.67% | 66.6 | 59.26% | +5.07% | -3.01% | +4.63% | 3.82% |
 | Khanda | 43 | 1.95% | 66.1 | 65.12% | +10.96% | +25.79% | -19.67% | 0.00% |
 | Serrated Shiv | 202 | 9.16% | 65.7 | 52.97% | -1.55% | -8.85% | +9.03% | 17.88% |
 | Ogre Seal Totem | 105 | 4.76% | 65.0 | 56.19% | +1.90% | -1.43% | -1.35% | 0.03% |
 | Phylactery | 95 | 4.31% | 64.9 | 56.84% | +2.57% | +5.66% | -6.84% | -1.16% |
 | Bracer | 338 | 15.33% | 64.4 | 50.00% | -5.17% | 0.00% | -12.35% | -5.82% |
 | Occult Bracelet | 119 | 5.40% | 64.0 | 54.62% | +0.26% | +9.90% | -4.62% | -4.84% |
 | Brigand's Blade | 244 | 11.07% | 63.9 | 50.82% | -4.00% | +2.72% | +0.61% | -1.06% |
 | Crippling Crossbow | 38 | 1.72% | 61.4 | 63.16% | +8.94% | +5.26% | -6.02% | 0.00% |
 | Force Staff | 65 | 2.95% | 60.8 | 56.92% | +2.62% | -15.74% | +1.90% | 1.99% |
 | Witch Blade | 23 | 1.04% | 60.2 | 69.57% | +15.35% | +30.43% | -2.90% | 0.00% |
 | Quelling Blade | 122 | 5.53% | 60.1 | 51.64% | -2.90% | +0.90% | -0.03% | -0.36% |
 | Glimmer Cape | 45 | 2.04% | 59.9 | 60.00% | +5.74% | +15.00% | +6.67% | 0.00% |
 | Lotus Orb | 43 | 1.95% | 59.8 | 60.47% | +6.21% | +3.17% | +21.35% | 0.00% |
 | Pollywog Charm | 66 | 2.99% | 59.8 | 56.06% | +1.74% | +5.48% | -10.23% | -7.86% |
 | Meteor Hammer | 9 | 0.41% | 58.3 | 88.89% | +34.66% | +11.11% | +11.11% | 0.00% |
 | Heaven's Halberd | 36 | 1.63% | 57.8 | 61.11% | +6.85% | -5.55% | +5.56% | 0.00% |
 | Void Stone | 100 | 4.54% | 57.5 | 51.00% | -3.54% | -3.00% | +1.00% | 0.28% |
 | Orb of Venom | 28 | 1.27% | 57.4 | 64.29% | +10.04% | +21.42% | -7.15% | 0.00% |
 | Tumbler's Toy | 117 | 5.31% | 57.0 | 49.57% | -5.08% | +0.43% | -0.68% | -0.56% |
 | Gunpowder Gauntlet | 156 | 7.07% | 56.3 | 47.44% | -7.46% | -3.69% | +4.64% | 4.17% |
 | Sange and Yasha | 6 | 0.27% | 55.9 | 100.00% | +45.75% | 0.00% | 0.00% | 0.00% |
 | Fluffy Hat | 141 | 6.39% | 55.7 | 47.52% | -7.32% | -3.08% | +19.15% | 1.23% |
 | Octarine Core | 15 | 0.68% | 54.8 | 73.33% | +19.08% | +1.67% | -23.33% | 0.00% |
 | Ghost Scepter | 33 | 1.50% | 51.8 | 57.58% | +3.25% | -24.25% | -2.02% | 0.00% |
 | Magnifying Monocle | 72 | 3.27% | 51.0 | 48.61% | -5.96% | +1.39% | +16.39% | 5.00% |
 | Dagon | 16 | 0.73% | 50.9 | 68.75% | +14.48% | +6.25% | -43.75% | 0.00% |
 | Yasha | 12 | 0.54% | 50.8 | 75.00% | +20.74% | +25.00% | -41.67% | 0.00% |
 | Black King Bar | 46 | 2.09% | 50.1 | 52.17% | -2.25% | -2.17% | +14.50% | 0.00% |
 | Refresher Orb | 5 | 0.23% | 48.9 | 100.00% | +45.73% | 0.00% | 0.00% | 0.00% |
 | Iron Talon | 98 | 4.44% | 46.5 | 42.86% | -12.05% | 0.00% | 0.00% | 0.00% |
 | Pig Pole | 68 | 3.08% | 46.4 | 45.59% | -9.07% | -12.26% | +2.41% | 4.89% |
 | Dagon (level 5) | 7 | 0.32% | 46.4 | 85.71% | +31.43% | +14.29% | -35.71% | 0.00% |
 | Blink Dagger | 9 | 0.41% | 45.9 | 77.78% | +23.50% | -11.11% | -11.11% | 0.00% |
 | Dagon (level 3) | 9 | 0.41% | 45.9 | 77.78% | +23.50% | +22.22% | -44.45% | 0.00% |
 | Boots of Travel | 32 | 1.45% | 45.9 | 53.13% | -1.26% | -28.13% | -3.13% | 0.00% |
 | Aghanim's Blessing | 20 | 0.91% | 45.6 | 60.00% | +5.68% | +20.00% | -40.00% | 0.00% |
 | Ninja Gear | 75 | 3.40% | 45.4 | 44.00% | -10.74% | +3.22% | +0.83% | -1.20% |
 | Trusty Shovel | 87 | 3.95% | 45.0 | 42.53% | -12.33% | -5.03% | +10.60% | 7.82% |
 | Pyrrhic Cloak | 36 | 1.63% | 43.9 | 50.00% | -4.45% | +11.54% | -5.56% | 0.00% |
 | Helm of the Dominator | 12 | 0.54% | 41.8 | 66.67% | +12.36% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 2) | 10 | 0.45% | 40.7 | 70.00% | +15.69% | +30.00% | -36.67% | 0.00% |
 | Crystalys | 4 | 0.18% | 40.7 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% |
 | Revenant's Brooch | 4 | 0.18% | 40.7 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 4) | 8 | 0.36% | 39.8 | 75.00% | +20.70% | +25.00% | -75.00% | 0.00% |
 | Nullifier | 34 | 1.54% | 39.6 | 47.06% | -7.43% | -13.73% | -13.73% | 0.00% |
 | Kaya | 21 | 0.95% | 38.0 | 52.38% | -2.02% | +30.95% | -35.71% | 0.00% |
 | Power Treads | 39 | 1.77% | 37.4 | 43.59% | -10.98% | -13.59% | -3.59% | 0.00% |
 | Hand of Midas | 62 | 2.81% | 36.9 | 38.71% | -16.12% | +30.04% | -19.96% | -9.57% |
 | Linken's Sphere | 11 | 0.50% | 36.8 | 63.64% | +9.31% | +36.36% | -30.31% | 0.00% |
 | Manta Style | 5 | 0.23% | 31.8 | 80.00% | +25.68% | +20.00% | -30.00% | 0.00% |
 | Soul Ring | 5 | 0.23% | 31.8 | 80.00% | +25.68% | +20.00% | -30.00% | 0.00% |
 | Falcon Blade | 25 | 1.13% | 31.8 | 44.00% | -10.50% | -1.14% | -15.43% | 0.00% |
 | Parasma | 3 | 0.14% | 31.7 | 100.00% | +45.69% | 0.00% | 0.00% | 0.00% |
 | Sange | 13 | 0.59% | 30.9 | 53.85% | -0.53% | -3.85% | -3.85% | 0.00% |
 | Eul's Scepter of Divinity | 27 | 1.22% | 29.4 | 40.74% | -13.81% | +16.40% | -12.17% | 0.00% |
 | Aether Lens | 17 | 0.77% | 29.1 | 47.06% | -7.37% | -27.06% | +12.94% | 0.00% |
 | Helm of the Overlord | 8 | 0.36% | 29.0 | 62.50% | +8.15% | +37.50% | -62.50% | 0.00% |
 | Urn of Shadows | 24 | 1.09% | 28.8 | 41.67% | -12.85% | +8.33% | -8.34% | 0.00% |
 | Solar Crest | 25 | 1.13% | 27.7 | 40.00% | -14.54% | +17.14% | -25.71% | 0.00% |
 | Pavise | 25 | 1.13% | 27.7 | 40.00% | -14.54% | -11.43% | -11.43% | 0.00% |
 | Stygian Desolator | 6 | 0.27% | 26.3 | 66.67% | +12.33% | 0.00% | +33.33% | 0.00% |
 | Minotaur Horn | 4 | 0.18% | 23.4 | 75.00% | +20.66% | -25.00% | +25.00% | 0.00% |
 | Spirit Vessel | 22 | 1.00% | 22.6 | 36.36% | -18.20% | +13.64% | -3.03% | 0.00% |
 | Mage Slayer | 7 | 0.32% | 22.6 | 57.14% | +2.77% | -7.14% | -7.14% | 0.00% |
 | Divine Rapier | 2 | 0.09% | 21.4 | 100.00% | +45.67% | 0.00% | 0.00% | 0.00% |
 | Magic Lamp | 5 | 0.23% | 18.8 | 60.00% | +5.64% | +15.00% | -10.00% | 0.00% |
 | Phase Boots | 10 | 0.45% | 16.0 | 40.00% | -14.44% | -6.67% | -6.67% | 0.00% |
 | Fallen Sky | 6 | 0.27% | 15.7 | 50.00% | -4.39% | 0.00% | +16.67% | 0.00% |
 | Bottle | 6 | 0.27% | 15.7 | 50.00% | -4.39% | 0.00% | -50.00% | 0.00% |
 | Yasha and Kaya | 3 | 0.14% | 14.5 | 66.67% | +12.31% | +33.33% | -66.67% | 0.00% |
 | Moon Shard | 3 | 0.14% | 14.5 | 66.67% | +12.31% | -66.67% | +33.33% | 0.00% |
 | Book of the Dead | 4 | 0.18% | 11.0 | 50.00% | -4.38% | 0.00% | +50.00% | 0.00% |
 | Wind Waker | 4 | 0.18% | 11.0 | 50.00% | -4.38% | +50.00% | +50.00% | 0.00% |
 | Skull Basher | 1 | 0.05% | 10.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Abyssal Blade | 1 | 0.05% | 10.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Kaya and Sange | 7 | 0.32% | 6.7 | 28.57% | -25.89% | +21.43% | +21.43% | 0.00% |
 | Eye of Skadi | 2 | 0.09% | 5.6 | 50.00% | -4.38% | +50.00% | -50.00% | 0.00% |
 | Eternal Shroud | 3 | 0.14% | 3.9 | 33.33% | -21.08% | -33.33% | +66.67% | 0.00% |
 | Ethereal Blade | 3 | 0.14% | 3.9 | 33.33% | -21.08% | -33.33% | +66.67% | 0.00% |
 | Maelstrom | 3 | 0.14% | 3.9 | 33.33% | -21.08% | -33.33% | -33.33% | 0.00% |
 | Blade Mail | 3 | 0.14% | 3.9 | 33.33% | -21.08% | -33.33% | -33.33% | 0.00% |
 | Diffusal Blade | 8 | 0.36% | 1.7 | 12.50% | -42.03% | -12.50% | -12.50% | 0.00% |
 | Bloodstone | 1 | 0.05% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Keen-eyed | 1 | 0.05% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Greedy | 1 | 0.05% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Tough | 1 | 0.05% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Brawny | 3 | 0.14% | 0.0 | 0.00% | -54.45% | 0.00% | 0.00% | 0.00% |
 | Aeon Disk | 3 | 0.14% | 0.0 | 0.00% | -54.45% | 0.00% | 0.00% | 0.00% |
 | Pirate Hat | 1 | 0.05% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mystical | 4 | 0.18% | 0.0 | 0.00% | -54.48% | 0.00% | 0.00% | 0.00% |