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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) | |
 | Guardian Greaves | 188 | 4.27% | 100.0 | 67.02% | +20.60% | +13.83% | -13.83% | -2.40% |
 | Buckler | 355 | 8.06% | 97.4 | 62.82% | +16.88% | +2.35% | -2.82% | -0.38% |
 | Vladmir's Offering | 141 | 3.20% | 96.6 | 66.67% | +20.01% | +0.90% | -8.34% | -0.75% |
 | Mekansm | 291 | 6.61% | 95.1 | 62.20% | +15.96% | +9.03% | -4.67% | -0.99% |
 | Holy Locket | 307 | 6.97% | 95.0 | 61.89% | +15.69% | -9.94% | +5.64% | 1.35% |
 | Aghanim's Scepter | 908 | 20.62% | 94.9 | 58.81% | +14.50% | +1.98% | -4.42% | -0.62% |
 | Octarine Core | 72 | 1.63% | 92.6 | 69.44% | +22.51% | +2.78% | -13.88% | 0.00% |
 | Solar Crest | 869 | 19.73% | 92.2 | 57.31% | +12.47% | +7.53% | -4.10% | -1.53% |
 | Lotus Orb | 213 | 4.84% | 90.8 | 61.03% | +14.43% | -7.33% | +2.61% | 1.14% |
 | Eul's Scepter of Divinity | 365 | 8.29% | 90.5 | 58.63% | +12.36% | +2.24% | -3.79% | -0.63% |
 | Blink Dagger | 2406 | 54.63% | 90.1 | 54.49% | +15.85% | -1.17% | -2.66% | -0.14% |
 | Headdress | 487 | 11.06% | 89.5 | 57.08% | +11.00% | +0.30% | -0.52% | -0.05% |
 | Pavise | 910 | 20.66% | 89.0 | 55.27% | +10.05% | +6.57% | -3.95% | -1.27% |
 | Scythe of Vyse | 91 | 2.07% | 88.2 | 64.84% | +17.91% | +22.12% | -12.67% | 0.00% |
 | Meteor Hammer | 727 | 16.51% | 88.2 | 55.30% | +9.58% | +0.98% | +4.04% | 0.34% |
 | Kaya | 724 | 16.44% | 85.1 | 53.45% | +7.36% | +0.69% | +2.35% | 0.19% |
 | Pipe of Insight | 182 | 4.13% | 84.8 | 58.24% | +11.41% | +6.98% | +4.80% | -0.24% |
 | Void Stone | 994 | 22.57% | 84.5 | 52.41% | +6.60% | -5.82% | +1.00% | 0.48% |
 | Mana Draught | 1163 | 26.41% | 84.4 | 52.11% | +6.54% | +1.20% | -2.36% | -1.19% |
 | Ring of Protection | 1488 | 33.79% | 84.4 | 51.68% | +6.62% | +0.59% | +1.81% | 0.08% |
 | Ring of Health | 434 | 9.85% | 83.6 | 53.92% | +7.35% | +1.13% | -0.28% | -0.10% |
 | Aghanim's Shard | 3650 | 82.88% | 83.3 | 50.00% | +15.78% | +2.39% | -0.11% | -0.34% |
 | Boots of Bearing | 47 | 1.07% | 82.8 | 68.09% | +21.02% | -9.76% | +15.24% | 0.00% |
 | Wind Lace | 2630 | 59.72% | 82.4 | 49.77% | +6.14% | -0.38% | -0.45% | 0.00% |
 | Arcane Boots | 3314 | 75.25% | 82.3 | 49.49% | +8.85% | +1.77% | -3.40% | -1.56% |
 | Ring of Basilius | 3385 | 76.86% | 81.9 | 49.22% | +8.30% | -0.16% | -0.46% | -0.07% |
 | Drum of Endurance | 202 | 4.59% | 81.8 | 55.94% | +9.06% | -12.80% | +0.92% | 0.93% |
 | Fluffy Hat | 1290 | 29.29% | 81.6 | 50.23% | +4.15% | +0.69% | -2.86% | -0.32% |
 | Crown | 1542 | 35.01% | 81.6 | 49.94% | +4.06% | -1.24% | -1.49% | -0.03% |
 | Force Staff | 255 | 5.79% | 81.3 | 54.51% | +7.66% | +4.87% | -7.63% | -1.29% |
 | Wind Waker | 20 | 0.45% | 80.7 | 80.00% | +32.85% | 0.00% | -20.00% | 0.00% |
 | Chainmail | 833 | 18.91% | 80.3 | 50.30% | +3.70% | -5.32% | +5.20% | 0.86% |
 | Magic Wand | 2792 | 63.40% | 80.2 | 48.39% | +2.98% | +0.61% | +2.18% | 0.20% |
 | Boots of Speed | 4375 | 99.34% | 79.3 | 47.38% | +12.90% | -0.83% | +2.44% | 0.84% |
 | Ceremonial Robe | 241 | 5.47% | 79.2 | 53.53% | +6.59% | -0.11% | -1.29% | -0.30% |
 | Ring of Tarrasque | 350 | 7.95% | 79.2 | 52.00% | +5.11% | +1.41% | -3.14% | -0.36% |
 | Gossamer Cape | 732 | 16.62% | 78.9 | 49.73% | +2.92% | +1.10% | -3.31% | -2.21% |
 | Magic Stick | 3506 | 79.61% | 78.9 | 47.38% | +0.39% | +1.80% | -3.61% | -2.03% |
 | Trusty Shovel | 1040 | 23.61% | 78.8 | 48.94% | +2.15% | -1.59% | -3.08% | -0.50% |
 | Tumbler's Toy | 897 | 20.37% | 78.7 | 49.16% | +2.34% | +1.33% | -4.52% | -2.93% |
 | Orb of Frost | 1261 | 28.63% | 78.4 | 48.37% | +1.50% | +1.27% | -2.00% | -3.27% |
 | Refresher Orb | 136 | 3.09% | 78.0 | 55.88% | +8.86% | +8.83% | -14.70% | -2.07% |
 | Ogre Seal Totem | 311 | 7.06% | 77.0 | 51.13% | +4.12% | +0.63% | +0.09% | -0.13% |
 | Morbid Mask | 288 | 6.54% | 76.9 | 51.39% | +4.38% | -4.17% | +9.72% | 0.65% |
 | Diadem | 561 | 12.74% | 76.3 | 48.84% | +1.77% | -4.16% | +3.64% | 0.70% |
 | Gleipnir | 30 | 0.68% | 76.0 | 70.00% | +22.86% | +5.00% | -7.50% | 0.00% |
 | Desolator | 8 | 0.18% | 75.4 | 100.00% | +52.80% | 0.00% | 0.00% | 0.00% |
 | Essence Ring | 769 | 17.46% | 75.3 | 47.46% | +0.20% | -2.06% | +1.09% | 1.58% |
 | Tranquil Boots | 471 | 10.69% | 74.5 | 48.20% | +1.01% | +6.88% | -0.74% | -1.70% |
 | Cornucopia | 468 | 10.63% | 73.2 | 47.44% | +0.16% | -8.12% | +0.42% | 0.40% |
 | Ghost Scepter | 306 | 6.95% | 72.9 | 48.69% | +1.50% | -0.64% | -3.24% | -0.25% |
 | Gale Guard | 832 | 18.89% | 72.6 | 45.67% | -2.01% | -0.83% | +2.73% | 1.19% |
 | Helm of Iron Will | 263 | 5.97% | 72.4 | 49.05% | +1.86% | -9.66% | -1.29% | 0.45% |
 | Gunpowder Gauntlet | 273 | 6.20% | 72.1 | 48.72% | +1.52% | -5.68% | -7.05% | -0.46% |
 | Magnifying Monocle | 137 | 3.11% | 71.5 | 51.82% | +4.67% | +1.12% | -4.60% | -1.91% |
 | Ninja Gear | 371 | 8.42% | 70.6 | 46.63% | -0.73% | -4.17% | +3.78% | 3.98% |
 | Ripper's Lash | 459 | 10.42% | 70.3 | 45.75% | -1.73% | +0.34% | -4.57% | -1.96% |
 | Crimson Guard | 17 | 0.39% | 70.1 | 76.47% | +29.29% | +23.53% | +3.53% | 0.00% |
 | Occult Bracelet | 383 | 8.70% | 69.7 | 45.95% | -1.48% | +5.77% | -5.41% | -5.59% |
 | Searing Signet | 640 | 14.53% | 69.5 | 44.38% | -3.41% | +4.06% | -7.00% | -5.53% |
 | Bottle | 200 | 4.54% | 69.5 | 48.50% | +1.26% | -1.23% | -2.50% | -1.27% |
 | Serrated Shiv | 101 | 2.29% | 69.1 | 52.48% | +5.30% | -8.36% | +5.85% | 4.74% |
 | Orchid Malevolence | 86 | 1.95% | 68.8 | 53.49% | +6.32% | -3.49% | +5.60% | 0.00% |
 | Boots of Travel | 113 | 2.57% | 68.6 | 51.33% | +4.14% | +0.39% | +10.74% | 0.37% |
 | Rod of Atos | 60 | 1.36% | 68.6 | 56.67% | +9.50% | +10.00% | -3.34% | 0.00% |
 | Null Talisman | 69 | 1.57% | 68.2 | 55.07% | +7.90% | +6.04% | +6.04% | 0.00% |
 | Spirit Vessel | 105 | 2.38% | 67.9 | 51.43% | +4.23% | +4.13% | +4.13% | 0.00% |
 | Blight Stone | 349 | 7.92% | 67.1 | 44.70% | -2.82% | +4.16% | +8.71% | 0.81% |
 | Orb of Venom | 351 | 7.97% | 66.7 | 44.44% | -3.11% | -5.03% | +10.11% | 1.49% |
 | Pollywog Charm | 434 | 9.85% | 66.4 | 43.55% | -4.16% | +1.17% | -4.33% | -2.75% |
 | Javelin | 195 | 4.43% | 66.3 | 46.67% | -0.66% | -7.89% | +8.43% | 0.81% |
 | Vanguard | 92 | 2.09% | 65.8 | 51.09% | +3.87% | +18.48% | -16.31% | 0.00% |
 | Whisper of the Dread | 255 | 5.79% | 65.7 | 45.10% | -2.33% | +0.49% | +0.73% | 0.08% |
 | Orb of Destruction | 404 | 9.17% | 65.2 | 43.07% | -4.66% | +0.83% | -0.52% | -0.45% |
 | Glimmer Cape | 157 | 3.56% | 65.2 | 47.13% | -0.17% | +15.37% | -9.63% | -2.35% |
 | Heaven's Halberd | 75 | 1.70% | 64.6 | 52.00% | +4.78% | +21.68% | -15.16% | 0.00% |
 | Pyrrhic Cloak | 100 | 2.27% | 63.5 | 49.00% | +1.74% | +1.00% | -1.00% | -0.89% |
 | Spark of Courage | 222 | 5.04% | 63.2 | 44.14% | -3.33% | -11.33% | +9.02% | 6.78% |
 | Urn of Shadows | 157 | 3.56% | 63.1 | 45.86% | -1.49% | +1.64% | +9.14% | 0.99% |
 | Quelling Blade | 380 | 8.63% | 62.4 | 41.58% | -6.26% | -9.10% | +13.16% | 2.27% |
 | Black King Bar | 47 | 1.07% | 62.4 | 55.32% | +8.11% | -13.65% | +19.68% | 0.00% |
 | Pig Pole | 269 | 6.11% | 61.1 | 42.01% | -5.63% | +5.05% | -1.84% | -3.45% |
 | Mind Breaker | 67 | 1.52% | 61.0 | 50.75% | +3.51% | +12.89% | -8.64% | 0.00% |
 | Aether Lens | 28 | 0.64% | 60.2 | 60.71% | +13.50% | +25.00% | -3.57% | 0.00% |
 | Crippling Crossbow | 44 | 1.00% | 60.1 | 54.55% | +7.33% | +12.12% | -21.22% | 0.00% |
 | Soul Ring | 104 | 2.36% | 59.4 | 46.15% | -1.18% | +3.85% | -3.84% | -1.61% |
 | Armlet of Mordiggian | 10 | 0.23% | 57.3 | 80.00% | +32.78% | -13.33% | +20.00% | 0.00% |
 | Bloodthorn | 12 | 0.27% | 56.9 | 75.00% | +27.78% | +25.00% | -41.67% | 0.00% |
 | Bracer | 264 | 5.99% | 56.7 | 39.39% | -8.41% | -0.58% | -3.03% | -0.61% |
 | Phase Boots | 112 | 2.54% | 56.5 | 43.75% | -3.64% | +2.68% | -4.46% | -1.28% |
 | Orb of Corrosion | 148 | 3.36% | 56.3 | 41.89% | -5.60% | +4.06% | +6.76% | 0.49% |
 | Iron Talon | 196 | 4.45% | 54.5 | 39.29% | -8.38% | -3.29% | +4.04% | 2.44% |
 | Aeon Disk | 31 | 0.70% | 53.9 | 54.84% | +7.60% | +20.16% | -17.34% | 0.00% |
 | Hand of Midas | 263 | 5.97% | 50.9 | 35.74% | -12.29% | -10.37% | +0.62% | 1.90% |
 | Echo Sabre | 97 | 2.20% | 49.5 | 40.21% | -7.25% | +3.79% | +7.79% | 0.41% |
 | Brigand's Blade | 91 | 2.07% | 49.5 | 40.66% | -6.78% | -0.66% | +3.24% | 0.00% |
 | Mask of Madness | 25 | 0.57% | 45.8 | 52.00% | +4.73% | -23.43% | +19.43% | 0.00% |
 | Nemesis Curse | 44 | 1.00% | 43.7 | 43.18% | -4.16% | -14.61% | +26.05% | 0.00% |
 | Power Treads | 136 | 3.09% | 43.1 | 33.82% | -13.91% | -4.41% | -2.39% | 0.60% |
 | Assault Cuirass | 13 | 0.30% | 42.8 | 61.54% | +14.28% | -61.54% | +13.46% | 0.00% |
 | Yasha | 31 | 0.70% | 40.8 | 45.16% | -2.15% | +4.84% | +4.84% | 0.00% |
 | Sange and Yasha | 21 | 0.48% | 37.0 | 47.62% | +0.32% | +2.38% | +2.38% | 0.00% |
 | Shadow Blade | 7 | 0.16% | 36.8 | 71.43% | +24.17% | +28.57% | -21.43% | 0.00% |
 | Shiva's Guard | 15 | 0.34% | 36.8 | 53.33% | +6.05% | -28.33% | +21.67% | 0.00% |
 | Sange | 22 | 0.50% | 35.2 | 45.45% | -1.86% | -12.12% | +4.55% | 0.00% |
 | Divine Rapier | 5 | 0.11% | 34.8 | 80.00% | +32.74% | +20.00% | -30.00% | 0.00% |
 | Silver Edge | 3 | 0.07% | 34.6 | 100.00% | +52.74% | 0.00% | 0.00% | 0.00% |
 | Revenant's Brooch | 13 | 0.30% | 34.4 | 53.85% | +6.57% | -3.85% | -3.85% | 0.00% |
 | Crystalys | 26 | 0.59% | 34.3 | 42.31% | -5.02% | +0.55% | +0.55% | 0.00% |
 | Moon Shard | 8 | 0.18% | 32.0 | 62.50% | +15.23% | +37.50% | -62.50% | 0.00% |
 | Harpoon | 41 | 0.93% | 30.8 | 34.15% | -13.27% | +7.52% | +11.30% | 0.00% |
 | Veil of Discord | 22 | 0.50% | 30.0 | 40.91% | -6.42% | -24.24% | +9.09% | 0.00% |
 | Dagon | 9 | 0.20% | 28.3 | 55.56% | +8.28% | +11.11% | +11.11% | 0.00% |
 | Aghanim's Blessing | 9 | 0.20% | 28.3 | 55.56% | +8.28% | -22.23% | +11.11% | 0.00% |
 | Blade Mail | 29 | 0.66% | 26.8 | 34.48% | -12.90% | +3.02% | +3.02% | 0.00% |
 | Nullifier | 4 | 0.09% | 25.6 | 75.00% | +27.73% | +25.00% | -75.00% | 0.00% |
 | Phylactery | 2 | 0.05% | 23.7 | 100.00% | +52.73% | 0.00% | 0.00% | 0.00% |
 | Unrelenting Eye | 2 | 0.05% | 23.7 | 100.00% | +52.73% | 0.00% | 0.00% | 0.00% |
 | Magic Lamp | 8 | 0.18% | 21.7 | 50.00% | +2.71% | +50.00% | 0.00% | 0.00% |
 | Ethereal Blade | 9 | 0.20% | 19.3 | 44.44% | -2.86% | +22.23% | -44.44% | 0.00% |
 | Dagon (level 2) | 6 | 0.14% | 17.3 | 50.00% | +2.71% | 0.00% | 0.00% | 0.00% |
 | Daedalus | 3 | 0.07% | 15.8 | 66.67% | +19.39% | +33.33% | +33.33% | 0.00% |
 | Eternal Shroud | 3 | 0.07% | 15.8 | 66.67% | +19.39% | -66.67% | +33.33% | 0.00% |
 | Monkey King Bar | 3 | 0.07% | 15.8 | 66.67% | +19.39% | +33.33% | -16.67% | 0.00% |
 | Wraith Band | 29 | 0.66% | 12.5 | 20.69% | -26.78% | -8.19% | +4.31% | 0.00% |
 | Fallen Sky | 16 | 0.36% | 11.3 | 25.00% | -22.38% | +15.00% | -8.33% | 0.00% |
 | Stygian Desolator | 1 | 0.02% | 11.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Eye of Skadi | 1 | 0.02% | 11.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Yasha and Kaya | 1 | 0.02% | 11.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Arcane Blink | 1 | 0.02% | 11.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Overwhelming Blink | 1 | 0.02% | 11.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Khanda | 1 | 0.02% | 11.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Spider Legs | 5 | 0.11% | 9.7 | 40.00% | -7.31% | -15.00% | +10.00% | 0.00% |
 | Dagon (level 3) | 5 | 0.11% | 9.7 | 40.00% | -7.31% | +10.00% | +10.00% | 0.00% |
 | Boots of Travel 2 | 5 | 0.11% | 9.7 | 40.00% | -7.31% | +10.00% | +10.00% | 0.00% |
 | Maelstrom | 5 | 0.11% | 9.7 | 40.00% | -7.31% | +10.00% | +10.00% | 0.00% |
 | Linken's Sphere | 6 | 0.14% | 8.3 | 33.33% | -13.99% | -33.33% | +16.67% | 0.00% |
 | Minotaur Horn | 8 | 0.18% | 6.4 | 25.00% | -22.34% | +25.00% | +8.33% | 0.00% |
 | Butterfly | 2 | 0.05% | 6.2 | 50.00% | +2.70% | -50.00% | +50.00% | 0.00% |
 | Mage Slayer | 2 | 0.05% | 6.2 | 50.00% | +2.70% | +50.00% | -50.00% | 0.00% |
 | Pirate Hat | 2 | 0.05% | 6.2 | 50.00% | +2.70% | +50.00% | -50.00% | 0.00% |
 | Dagon (level 5) | 2 | 0.05% | 6.2 | 50.00% | +2.70% | +50.00% | -50.00% | 0.00% |
 | Manta Style | 3 | 0.07% | 4.3 | 33.33% | -13.98% | -33.33% | +66.67% | 0.00% |
 | Radiance | 16 | 0.36% | 3.5 | 12.50% | -34.92% | -12.50% | -12.50% | 0.00% |
 | Battle Fury | 4 | 0.09% | 3.3 | 25.00% | -22.32% | +75.00% | -25.00% | 0.00% |
 | Skull Basher | 4 | 0.09% | 3.3 | 25.00% | -22.32% | +75.00% | -25.00% | 0.00% |
 | Dagon (level 4) | 4 | 0.09% | 3.3 | 25.00% | -22.32% | -25.00% | -25.00% | 0.00% |
 | Book of the Dead | 5 | 0.11% | 2.7 | 20.00% | -27.33% | +30.00% | -20.00% | 0.00% |
 | Mjollnir | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Abyssal Blade | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Diffusal Blade | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Heart of Tarrasque | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Falcon Blade | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Witch Blade | 3 | 0.07% | 0.0 | 0.00% | -47.33% | 0.00% | 0.00% | 0.00% |