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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) | |
 | Meteor Hammer | 51 | 1.29% | 100.0 | 90.20% | +43.09% | -5.58% | -5.58% | 0.00% |
 | Wind Waker | 297 | 7.50% | 90.8 | 73.06% | +27.45% | +5.61% | -9.06% | -1.46% |
 | Overwhelming Blink | 130 | 3.28% | 87.5 | 74.62% | +27.87% | +7.20% | -4.92% | -0.97% |
 | Octarine Core | 115 | 2.90% | 86.6 | 74.78% | +27.93% | +1.08% | -8.11% | -0.81% |
 | Kaya | 249 | 6.29% | 82.7 | 67.87% | +21.56% | +5.15% | -15.49% | -1.38% |
 | Refresher Orb | 130 | 3.28% | 81.0 | 70.00% | +23.09% | +7.14% | -6.36% | -1.08% |
 | Yasha and Kaya | 45 | 1.14% | 78.8 | 77.78% | +30.46% | +5.55% | -11.11% | 0.00% |
 | Shiva's Guard | 1678 | 42.36% | 78.6 | 60.01% | +21.42% | -0.39% | -1.58% | -0.13% |
 | Aghanim's Scepter | 1831 | 46.23% | 76.5 | 58.33% | +19.83% | +2.15% | -0.69% | -0.27% |
 | Aghanim's Shard | 1613 | 40.72% | 76.1 | 58.21% | +17.79% | +0.70% | -0.43% | -0.09% |
 | Cornucopia | 160 | 4.04% | 75.8 | 65.00% | +18.06% | -2.50% | 0.00% | 0.14% |
 | Gleipnir | 155 | 3.91% | 75.8 | 65.16% | +18.21% | -1.06% | -1.06% | 0.00% |
 | Revenant's Brooch | 273 | 6.89% | 75.6 | 62.27% | +15.69% | +10.19% | -10.10% | -1.93% |
 | Sange | 159 | 4.01% | 75.5 | 64.78% | +17.83% | +2.72% | -14.78% | -1.33% |
 | Boots of Travel | 746 | 18.83% | 74.9 | 58.71% | +13.61% | -10.56% | +6.53% | 0.82% |
 | Kaya and Sange | 128 | 3.23% | 74.8 | 65.63% | +18.57% | +9.37% | -12.50% | -1.85% |
 | Rod of Atos | 178 | 4.49% | 74.5 | 63.48% | +16.56% | -1.26% | +0.96% | 0.18% |
 | Bloodstone | 714 | 18.03% | 73.3 | 57.56% | +12.07% | +3.89% | +3.43% | -0.04% |
 | Crystalys | 511 | 12.90% | 73.2 | 58.32% | +12.23% | +4.96% | -6.76% | -1.13% |
 | Linken's Sphere | 104 | 2.63% | 72.6 | 65.38% | +18.19% | -3.84% | -3.84% | 0.00% |
 | Ring of Tarrasque | 449 | 11.34% | 71.5 | 57.46% | +11.05% | +5.37% | +6.26% | 0.05% |
 | Daedalus | 209 | 5.28% | 71.3 | 60.29% | +13.33% | +9.52% | -9.35% | -1.95% |
 | Aghanim's Blessing | 190 | 4.80% | 71.0 | 60.53% | +13.51% | +12.39% | +4.05% | -0.85% |
 | Yasha | 55 | 1.39% | 69.9 | 69.09% | +21.73% | +2.34% | -19.09% | 0.00% |
 | Veil of Discord | 2110 | 53.27% | 69.9 | 53.18% | +11.80% | -2.80% | +2.31% | 0.44% |
 | Crown | 2359 | 59.56% | 69.5 | 52.78% | +12.64% | -3.03% | +2.63% | 0.47% |
 | Helm of Iron Will | 2216 | 55.95% | 69.4 | 52.75% | +11.55% | -0.76% | +1.58% | 0.20% |
 | Black King Bar | 736 | 18.58% | 68.5 | 53.94% | +7.71% | -0.14% | +2.58% | 0.25% |
 | Ceremonial Robe | 451 | 11.39% | 67.6 | 54.55% | +7.77% | -0.21% | -9.33% | -3.04% |
 | Eul's Scepter of Divinity | 2057 | 51.93% | 67.6 | 51.53% | +8.04% | +4.78% | +3.02% | -0.21% |
 | Void Stone | 2631 | 66.42% | 67.4 | 51.08% | +10.18% | +4.43% | +1.50% | -0.33% |
 | Eternal Shroud | 127 | 3.21% | 67.0 | 59.84% | +12.58% | -0.46% | -0.46% | 0.00% |
 | Ogre Seal Totem | 329 | 8.31% | 66.9 | 55.02% | +8.02% | +7.77% | -2.69% | -3.49% |
 | Null Talisman | 1395 | 35.22% | 65.7 | 50.61% | +4.55% | -1.03% | +1.24% | 0.85% |
 | Magic Wand | 3108 | 78.47% | 65.6 | 49.52% | +8.61% | +1.19% | -3.57% | -1.09% |
 | Chainmail | 1973 | 49.81% | 65.6 | 50.03% | +4.71% | +0.47% | -2.56% | -0.93% |
 | Lotus Orb | 231 | 5.83% | 65.4 | 55.41% | +8.23% | -5.41% | +1.49% | 0.72% |
 | Phase Boots | 1861 | 46.98% | 65.2 | 49.81% | +4.05% | +5.10% | -2.60% | -2.80% |
 | Gale Guard | 732 | 18.48% | 65.1 | 51.37% | +4.54% | -1.37% | +1.04% | 1.21% |
 | Wind Lace | 2357 | 59.51% | 65.0 | 49.43% | +4.36% | +0.06% | +3.96% | 0.32% |
 | Assault Cuirass | 12 | 0.30% | 65.0 | 91.67% | +44.14% | +8.33% | +8.33% | 0.00% |
 | Nemesis Curse | 83 | 2.10% | 64.9 | 61.45% | +14.08% | +2.84% | -3.39% | -3.12% |
 | Magic Stick | 3123 | 78.84% | 64.2 | 48.48% | +3.85% | +0.42% | -1.99% | -0.99% |
 | Headdress | 353 | 8.91% | 64.1 | 52.69% | +5.52% | +4.61% | -4.38% | -0.98% |
 | Blink Dagger | 3853 | 97.27% | 64.1 | 48.17% | +18.54% | +5.88% | -4.44% | -2.72% |
 | Occult Bracelet | 519 | 13.10% | 64.0 | 51.45% | +4.36% | -0.48% | +2.59% | 1.54% |
 | Ring of Health | 1172 | 29.59% | 63.8 | 49.49% | +2.59% | -0.68% | +8.53% | 0.64% |
 | Boots of Speed | 3958 | 99.92% | 63.4 | 47.68% | +14.35% | -0.29% | -1.34% | -0.42% |
 | Orb of Destruction | 300 | 7.57% | 63.3 | 52.67% | +5.42% | -3.46% | -1.81% | 0.83% |
 | Pipe of Insight | 298 | 7.52% | 63.3 | 52.68% | +5.42% | +16.65% | -7.35% | -3.21% |
 | Gunpowder Gauntlet | 291 | 7.35% | 63.0 | 52.58% | +5.30% | +0.45% | -0.86% | -0.66% |
 | Ghost Scepter | 294 | 7.42% | 62.3 | 52.04% | +4.73% | -8.80% | +4.72% | 1.41% |
 | Ring of Protection | 521 | 13.15% | 62.0 | 49.90% | +2.57% | +0.10% | +3.54% | 0.50% |
 | Arcane Boots | 668 | 16.86% | 61.8 | 49.10% | +1.73% | +0.60% | -5.05% | -1.63% |
 | Bracer | 2372 | 59.88% | 61.8 | 46.96% | -1.75% | -2.70% | -3.34% | -0.38% |
 | Tumbler's Toy | 364 | 9.19% | 61.8 | 50.82% | +3.47% | +0.48% | +0.85% | 0.19% |
 | Quelling Blade | 2139 | 54.00% | 61.8 | 47.08% | -1.27% | -0.09% | +0.12% | 0.00% |
 | Pyrrhic Cloak | 142 | 3.58% | 61.4 | 54.93% | +7.54% | -7.76% | -3.21% | 2.28% |
 | Ring of Basilius | 677 | 17.09% | 61.4 | 48.74% | +1.30% | +0.67% | -6.63% | -1.90% |
 | Whisper of the Dread | 827 | 20.88% | 60.8 | 47.88% | +0.27% | -3.50% | +4.38% | 3.94% |
 | Crimson Guard | 162 | 4.09% | 60.8 | 53.70% | +6.29% | +9.71% | +1.06% | -0.95% |
 | Satanic | 8 | 0.20% | 60.7 | 100.00% | +52.44% | 0.00% | 0.00% | 0.00% |
 | Witch Blade | 32 | 0.81% | 60.5 | 68.75% | +21.26% | +18.75% | -18.75% | 0.00% |
 | Mana Draught | 1249 | 31.53% | 60.4 | 46.84% | -1.21% | +1.44% | -2.02% | -1.73% |
 | Soul Ring | 424 | 10.70% | 60.4 | 49.29% | +1.82% | -1.18% | -1.63% | -0.09% |
 | Heaven's Halberd | 481 | 12.14% | 60.3 | 48.86% | +1.36% | +2.38% | -1.75% | -0.52% |
 | Essence Ring | 911 | 23.00% | 60.2 | 47.20% | -0.60% | +8.84% | -4.30% | -6.57% |
 | Buckler | 61 | 1.54% | 60.2 | 60.66% | +13.20% | -10.66% | -4.41% | 0.00% |
 | Gossamer Cape | 472 | 11.92% | 60.1 | 48.73% | +1.21% | +5.63% | -3.04% | -4.34% |
 | Vanguard | 891 | 22.49% | 60.0 | 47.14% | -0.68% | +2.19% | -1.85% | -0.64% |
 | Searing Signet | 1396 | 35.24% | 60.0 | 46.35% | -2.03% | +1.84% | -3.82% | -2.83% |
 | Scythe of Vyse | 94 | 2.37% | 59.6 | 56.38% | +8.93% | +22.79% | -35.55% | -5.41% |
 | Magnifying Monocle | 136 | 3.43% | 59.4 | 53.68% | +6.23% | -6.51% | +3.18% | 4.85% |
 | Pig Pole | 235 | 5.93% | 59.2 | 50.64% | +3.16% | +5.83% | -3.22% | -4.53% |
 | Heart of Tarrasque | 27 | 0.68% | 59.2 | 70.37% | +22.86% | +29.63% | -27.51% | 0.00% |
 | Ninja Gear | 438 | 11.06% | 58.5 | 47.72% | +0.06% | +1.68% | -3.09% | -2.39% |
 | Pollywog Charm | 585 | 14.77% | 58.4 | 46.84% | -0.97% | +5.39% | -1.75% | -3.57% |
 | Ethereal Blade | 43 | 1.09% | 57.9 | 62.79% | +15.29% | -8.24% | +9.94% | 0.00% |
 | Orb of Venom | 62 | 1.57% | 57.1 | 58.06% | +10.56% | +4.44% | -14.31% | 0.00% |
 | Spark of Courage | 327 | 8.26% | 56.8 | 47.40% | -0.29% | +1.36% | -5.06% | -3.21% |
 | Parasma | 17 | 0.43% | 56.2 | 76.47% | +28.93% | +23.53% | +3.53% | 0.00% |
 | Sange and Yasha | 19 | 0.48% | 55.6 | 73.68% | +26.14% | -33.68% | -13.68% | 0.00% |
 | Glimmer Cape | 90 | 2.27% | 55.2 | 53.33% | +5.80% | +9.17% | -5.50% | -2.28% |
 | Divine Rapier | 23 | 0.58% | 54.9 | 69.57% | +22.03% | +1.86% | -2.90% | 0.00% |
 | Bottle | 536 | 13.53% | 54.9 | 44.40% | -3.78% | +2.32% | -4.85% | -7.17% |
 | Diadem | 37 | 0.93% | 54.7 | 62.16% | +14.63% | -2.16% | -12.16% | 0.00% |
 | Skull Basher | 27 | 0.68% | 54.6 | 66.67% | +19.14% | +4.76% | -9.53% | 0.00% |
 | Trusty Shovel | 644 | 16.26% | 54.5 | 43.63% | -4.82% | -0.69% | -2.67% | -0.66% |
 | Aether Lens | 46 | 1.16% | 53.8 | 58.70% | +11.16% | -0.37% | -0.37% | 0.00% |
 | Dagon | 32 | 0.81% | 52.7 | 62.50% | +14.96% | -12.50% | -12.50% | 0.00% |
 | Fallen Sky | 26 | 0.66% | 52.4 | 65.38% | +17.83% | -1.74% | -2.88% | 0.00% |
 | Mekansm | 45 | 1.14% | 52.4 | 57.78% | +10.23% | +8.89% | -16.11% | 0.00% |
 | Magic Lamp | 20 | 0.50% | 52.3 | 70.00% | +22.45% | +10.00% | -27.14% | 0.00% |
 | Power Treads | 244 | 6.16% | 52.2 | 45.08% | -2.75% | +4.10% | -5.74% | -4.11% |
 | Serrated Shiv | 120 | 3.03% | 51.5 | 48.33% | +0.69% | +0.65% | -8.33% | -4.49% |
 | Guardian Greaves | 42 | 1.06% | 50.6 | 57.14% | +9.58% | -11.69% | -2.59% | 0.00% |
 | Ripper's Lash | 98 | 2.47% | 50.5 | 48.98% | +1.35% | -3.82% | -4.15% | -0.11% |
 | Boots of Bearing | 6 | 0.15% | 49.7 | 100.00% | +52.41% | 0.00% | 0.00% | 0.00% |
 | Desolator | 15 | 0.38% | 49.5 | 73.33% | +25.76% | +26.67% | -23.33% | 0.00% |
 | Brigand's Blade | 92 | 2.32% | 47.1 | 46.74% | -0.95% | -3.41% | +1.91% | 2.66% |
 | Iron Talon | 158 | 3.99% | 46.9 | 43.04% | -4.82% | -1.50% | -0.67% | 0.42% |
 | Boots of Travel 2 | 10 | 0.25% | 46.0 | 80.00% | +32.42% | -13.33% | +20.00% | 0.00% |
 | Abyssal Blade | 12 | 0.30% | 45.7 | 75.00% | +27.42% | +25.00% | -41.67% | 0.00% |
 | Blade Mail | 72 | 1.82% | 43.6 | 45.83% | -1.87% | -12.50% | -6.94% | 0.73% |
 | Mind Breaker | 46 | 1.16% | 43.3 | 50.00% | +2.36% | -3.85% | -8.33% | 0.00% |
 | Radiance | 107 | 2.70% | 42.7 | 42.06% | -5.76% | +6.09% | +6.09% | 0.00% |
 | Mage Slayer | 27 | 0.68% | 41.8 | 55.56% | +7.95% | +1.58% | +15.87% | 0.00% |
 | Tranquil Boots | 97 | 2.45% | 40.9 | 41.24% | -6.59% | +6.76% | -15.31% | -7.01% |
 | Fluffy Hat | 59 | 1.49% | 37.4 | 42.37% | -5.37% | +10.96% | -2.37% | 0.00% |
 | Crippling Crossbow | 28 | 0.71% | 36.4 | 50.00% | +2.35% | +10.00% | -13.64% | 0.00% |
 | Blight Stone | 20 | 0.50% | 36.1 | 55.00% | +7.37% | +5.00% | -55.00% | 0.00% |
 | Minotaur Horn | 18 | 0.45% | 34.8 | 55.56% | +7.93% | +30.15% | -41.27% | 0.00% |
 | Nullifier | 13 | 0.33% | 34.4 | 61.54% | +13.92% | +13.46% | +13.46% | 0.00% |
 | Force Staff | 43 | 1.09% | 33.3 | 41.86% | -5.87% | -5.50% | +3.59% | 0.00% |
 | Drum of Endurance | 14 | 0.35% | 31.8 | 57.14% | +9.51% | -32.14% | +42.86% | 0.00% |
 | Orchid Malevolence | 9 | 0.23% | 31.3 | 66.67% | +19.05% | 0.00% | +33.33% | 0.00% |
 | Arcane Blink | 7 | 0.18% | 29.7 | 71.43% | +23.81% | -21.43% | -21.43% | 0.00% |
 | Morbid Mask | 22 | 0.56% | 28.3 | 45.45% | -2.23% | +4.55% | +4.55% | 0.00% |
 | Falcon Blade | 3 | 0.08% | 28.0 | 100.00% | +52.37% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 2) | 13 | 0.33% | 27.7 | 53.85% | +6.21% | -28.85% | -3.85% | 0.00% |
 | Spider Legs | 8 | 0.20% | 25.7 | 62.50% | +14.87% | -29.17% | +37.50% | 0.00% |
 | Wraith Band | 14 | 0.35% | 25.6 | 50.00% | +2.34% | 0.00% | +50.00% | 0.00% |
 | Dagon (level 3) | 11 | 0.28% | 25.4 | 54.55% | +6.90% | -21.22% | +12.12% | 0.00% |
 | Unrelenting Eye | 6 | 0.15% | 23.2 | 66.67% | +19.03% | -16.67% | +33.33% | 0.00% |
 | Orb of Frost | 27 | 0.68% | 23.1 | 37.04% | -10.70% | -8.47% | -22.75% | 0.00% |
 | Hand of Midas | 70 | 1.77% | 22.1 | 27.14% | -20.89% | +17.30% | -21.58% | 0.00% |
 | Orb of Corrosion | 10 | 0.25% | 20.6 | 50.00% | +2.34% | +16.67% | -50.00% | 0.00% |
 | Aeon Disk | 22 | 0.56% | 20.2 | 36.36% | -11.37% | +13.64% | +30.31% | 0.00% |
 | Eye of Skadi | 7 | 0.18% | 20.0 | 57.14% | +9.49% | +42.86% | -7.14% | 0.00% |
 | Brawny | 14 | 0.35% | 20.0 | 42.86% | -4.82% | +7.14% | +7.14% | 0.00% |
 | Dagon (level 5) | 8 | 0.20% | 17.5 | 50.00% | +2.34% | 0.00% | +50.00% | 0.00% |
 | Mystical | 12 | 0.30% | 17.2 | 41.67% | -6.01% | +25.00% | +25.00% | 0.00% |
 | Urn of Shadows | 13 | 0.33% | 16.0 | 38.46% | -9.24% | +11.54% | -13.46% | 0.00% |
 | Dagon (level 4) | 9 | 0.23% | 15.6 | 44.44% | -3.23% | -11.11% | +22.23% | 0.00% |
 | Javelin | 11 | 0.28% | 12.9 | 36.36% | -11.34% | +30.31% | -3.03% | 0.00% |
 | Spirit Vessel | 11 | 0.28% | 12.9 | 36.36% | -11.34% | -3.03% | -3.03% | 0.00% |
 | Keen-eyed | 3 | 0.08% | 12.8 | 66.67% | +19.02% | +33.33% | -66.67% | 0.00% |
 | Monkey King Bar | 4 | 0.10% | 9.7 | 50.00% | +2.34% | +50.00% | -50.00% | 0.00% |
 | Stygian Desolator | 9 | 0.23% | 9.5 | 33.33% | -14.37% | 0.00% | 0.00% | 0.00% |
 | Helm of the Dominator | 1 | 0.03% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Echo Sabre | 1 | 0.03% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Diffusal Blade | 1 | 0.03% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Harpoon | 1 | 0.03% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mjollnir | 2 | 0.05% | 4.9 | 50.00% | +2.34% | +50.00% | -50.00% | 0.00% |
 | Khanda | 2 | 0.05% | 4.9 | 50.00% | +2.34% | +50.00% | -50.00% | 0.00% |
 | Mask of Madness | 2 | 0.05% | 4.9 | 50.00% | +2.34% | -50.00% | +50.00% | 0.00% |
 | Shadow Blade | 2 | 0.05% | 4.9 | 50.00% | +2.34% | -50.00% | +50.00% | 0.00% |
 | Maelstrom | 3 | 0.08% | 3.4 | 33.33% | -14.35% | +66.67% | -33.33% | 0.00% |
 | Phylactery | 3 | 0.08% | 3.4 | 33.33% | -14.35% | +66.67% | -33.33% | 0.00% |
 | Vladmir's Offering | 4 | 0.10% | 2.7 | 25.00% | -22.69% | -25.00% | -25.00% | 0.00% |
 | Moon Shard | 4 | 0.10% | 2.7 | 25.00% | -22.69% | -25.00% | +75.00% | 0.00% |
 | Tough | 6 | 0.15% | 1.9 | 16.67% | -31.04% | +33.33% | -16.67% | 0.00% |
 | Vampiric | 7 | 0.18% | 1.6 | 14.29% | -33.43% | -14.29% | -14.29% | 0.00% |
 | Timeless | 3 | 0.08% | 0.0 | 0.00% | -47.70% | 0.00% | 0.00% | 0.00% |
 | Quickened | 6 | 0.15% | 0.0 | 0.00% | -47.74% | 0.00% | 0.00% | 0.00% |
 | Titanic | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Evolved | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Feverish | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Butterfly | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Bloodthorn | 2 | 0.05% | 0.0 | 0.00% | -47.69% | 0.00% | 0.00% | 0.00% |
 | Armlet of Mordiggian | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Book of the Dead | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |