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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 | 208 | 0.54% | 100.0 | 99.04% | +46.72% | +0.96% | -2.74% | 0.00% |
 | Meteor Hammer | 57 | 0.15% | 83.9 | 96.49% | +43.98% | +3.51% | -3.16% | 0.00% |
 | Boots of Travel 2 | 266 | 0.69% | 82.0 | 84.59% | +32.24% | +6.59% | -12.53% | 0.00% |
 | Heart of Tarrasque | 527 | 1.36% | 75.8 | 76.66% | +24.42% | +9.70% | -17.26% | -2.08% |
 | Assault Cuirass | 2001 | 5.17% | 73.6 | 71.71% | +20.18% | +10.92% | -10.95% | -2.19% |
 | Overwhelming Blink | 342 | 0.88% | 72.7 | 75.44% | +23.07% | +14.09% | -6.84% | -1.84% |
 | Satanic | 6830 | 17.65% | 72.5 | 69.44% | +20.48% | +9.70% | -11.13% | -2.09% |
 | Butterfly | 210 | 0.54% | 71.5 | 76.67% | +24.23% | +8.52% | -10.63% | 0.00% |
 | Buckler | 2189 | 5.66% | 71.3 | 69.44% | +17.88% | +8.30% | -9.88% | -1.73% |
 | Boots of Travel | 4632 | 11.97% | 70.4 | 67.72% | +17.21% | -3.44% | -0.88% | 0.13% |
 | Shiva's Guard | 414 | 1.07% | 70.0 | 72.22% | +19.86% | +13.36% | -5.87% | -1.95% |
 | Sange and Yasha | 23218 | 60.01% | 66.9 | 63.50% | +27.32% | +10.29% | -7.05% | -2.16% |
 | Yasha | 22877 | 59.12% | 66.4 | 63.02% | +25.56% | +10.77% | -8.31% | -2.41% |
 | Aghanim's Scepter | 16124 | 41.67% | 64.9 | 61.80% | +15.82% | +5.38% | -7.84% | -1.31% |
 | Veil of Discord | 495 | 1.28% | 64.2 | 66.26% | +13.86% | +10.35% | -9.00% | -1.68% |
 | Hurricane Pike | 8706 | 22.50% | 64.0 | 61.27% | +11.22% | +4.38% | -4.17% | -0.91% |
 | Abyssal Blade | 193 | 0.50% | 64.0 | 70.47% | +17.99% | +9.12% | -2.47% | 0.00% |
 | Eternal Shroud | 335 | 0.87% | 63.5 | 67.16% | +14.71% | +3.43% | -5.26% | -0.84% |
 | Skull Basher | 221 | 0.57% | 63.5 | 69.23% | +16.75% | +7.56% | -4.94% | 0.00% |
 | Morbid Mask | 8928 | 23.07% | 63.4 | 60.66% | +10.51% | +1.62% | -7.39% | -0.75% |
 | Aghanim's Blessing | 1913 | 4.94% | 63.0 | 61.89% | +9.80% | +13.06% | -9.91% | -2.35% |
 | Sange | 27791 | 71.82% | 61.5 | 58.38% | +20.60% | +10.29% | -7.18% | -2.86% |
 | Dragon Lance | 10525 | 27.20% | 61.1 | 58.44% | +8.06% | +4.59% | -4.64% | -0.89% |
 | Linken's Sphere | 465 | 1.20% | 60.9 | 63.44% | +11.00% | +2.37% | -0.41% | -0.25% |
 | Force Staff | 9447 | 24.42% | 60.6 | 57.99% | +7.16% | +3.89% | -4.34% | -0.86% |
 | Kaya | 95 | 0.25% | 60.5 | 72.63% | +20.11% | +27.37% | -18.46% | 0.00% |
 | Crystalys | 298 | 0.77% | 60.3 | 64.77% | +12.29% | +7.23% | -14.10% | -2.02% |
 | Revenant's Brooch | 240 | 0.62% | 60.3 | 65.83% | +13.34% | +7.50% | -12.50% | 0.00% |
 | Ring of Tarrasque | 1197 | 3.09% | 59.7 | 59.65% | +7.30% | +7.13% | -12.98% | -1.41% |
 | Aghanim's Shard | 6941 | 17.94% | 59.5 | 57.20% | +5.64% | -3.03% | -0.39% | 0.19% |
 | Blink Dagger | 13102 | 33.86% | 59.4 | 56.69% | +6.22% | +7.62% | +0.10% | -0.74% |
 | Ring of Protection | 4725 | 12.21% | 59.0 | 56.97% | +5.01% | -5.28% | +0.43% | 0.24% |
 | Nullifier | 181 | 0.47% | 57.8 | 65.19% | +12.68% | +0.03% | -12.00% | 0.00% |
 | Phase Boots | 12013 | 31.05% | 57.4 | 54.84% | +3.29% | +2.18% | -7.83% | -2.41% |
 | Fluffy Hat | 9833 | 25.41% | 57.2 | 54.73% | +2.89% | -1.58% | -1.50% | 0.01% |
 | Glimmer Cape | 9940 | 25.69% | 57.1 | 54.67% | +2.82% | +11.15% | -7.75% | -3.20% |
 | Black King Bar | 19123 | 49.42% | 57.0 | 54.23% | +3.27% | +3.58% | -2.77% | -0.79% |
 | Spark of Courage | 14246 | 36.82% | 56.7 | 54.11% | +2.43% | -1.38% | +0.69% | 0.69% |
 | Magic Wand | 7745 | 20.02% | 56.4 | 54.11% | +1.92% | +1.78% | -2.85% | -0.76% |
 | Ghost Scepter | 1624 | 4.20% | 56.0 | 55.60% | +3.16% | -4.12% | -0.43% | 0.33% |
 | Armlet of Mordiggian | 37659 | 97.33% | 55.9 | 52.99% | +15.50% | +11.68% | -13.64% | -11.01% |
 | Helm of Iron Will | 36915 | 95.40% | 55.9 | 52.98% | +8.91% | +5.66% | -8.32% | -5.78% |
 | Eul's Scepter of Divinity | 561 | 1.45% | 55.7 | 57.93% | +5.43% | +2.35% | -6.16% | -0.62% |
 | Magic Stick | 15941 | 41.20% | 55.6 | 52.99% | +0.71% | +2.12% | -3.60% | -3.06% |
 | Boots of Speed | 38642 | 99.87% | 55.5 | 52.61% | +29.53% | +3.81% | -2.63% | -2.33% |
 | Orb of Destruction | 10826 | 27.98% | 55.3 | 52.86% | +0.40% | -1.59% | -0.19% | 0.47% |
 | Chainmail | 12533 | 32.39% | 55.3 | 52.78% | +0.30% | -0.36% | -5.11% | -0.82% |
 | Wind Lace | 21366 | 55.22% | 55.2 | 52.52% | -0.12% | +1.13% | -1.03% | -0.39% |
 | Moon Shard | 71 | 0.18% | 54.8 | 70.42% | +17.88% | +18.47% | -20.42% | 0.00% |
 | Silver Edge | 121 | 0.31% | 54.7 | 65.29% | +12.76% | +2.45% | -4.00% | 0.00% |
 | Power Treads | 5404 | 13.97% | 54.6 | 52.72% | +0.17% | +3.29% | -6.20% | -1.82% |
 | Lotus Orb | 339 | 0.88% | 54.5 | 58.70% | +6.18% | -2.23% | +0.60% | 0.25% |
 | Brigand's Blade | 7897 | 20.41% | 54.1 | 52.01% | -0.71% | +0.57% | -0.73% | -1.30% |
 | Essence Ring | 10678 | 27.60% | 54.1 | 51.75% | -1.14% | -0.51% | +0.65% | 1.16% |
 | Monkey King Bar | 399 | 1.03% | 54.1 | 57.64% | +5.12% | +9.36% | -6.64% | -1.38% |
 | Shadow Blade | 454 | 1.17% | 54.0 | 57.05% | +4.53% | +14.25% | -10.56% | -1.51% |
 | Pig Pole | 2544 | 6.57% | 53.9 | 52.87% | +0.32% | -1.70% | +2.05% | 1.25% |
 | Void Stone | 4630 | 11.97% | 53.7 | 51.97% | -0.69% | +0.10% | +0.01% | -0.01% |
 | Gossamer Cape | 4879 | 12.61% | 53.6 | 51.88% | -0.79% | +0.44% | -0.51% | -0.95% |
 | Searing Signet | 5183 | 13.40% | 53.0 | 51.28% | -1.49% | +0.03% | -0.02% | -0.05% |
 | Ripper's Lash | 3917 | 10.12% | 52.9 | 51.42% | -1.28% | -0.25% | -1.25% | -0.33% |
 | Bracer | 10215 | 26.40% | 52.9 | 50.63% | -2.64% | +1.89% | -1.20% | -1.04% |
 | Cornucopia | 2666 | 6.89% | 52.7 | 51.73% | -0.91% | -1.51% | -0.46% | 0.07% |
 | Mage Slayer | 424 | 1.10% | 52.7 | 56.13% | +3.60% | +10.54% | -7.07% | -2.61% |
 | Ceremonial Robe | 429 | 1.11% | 52.6 | 55.94% | +3.40% | +6.37% | -7.64% | -7.01% |
 | Crimson Guard | 50 | 0.13% | 52.0 | 72.00% | +19.45% | -2.77% | -2.77% | 0.00% |
 | Gale Guard | 7684 | 19.86% | 51.9 | 49.88% | -3.36% | -2.69% | +1.37% | 1.35% |
 | Occult Bracelet | 2452 | 6.34% | 51.9 | 51.02% | -1.66% | -0.55% | -1.50% | -0.32% |
 | Tumbler's Toy | 2783 | 7.19% | 51.8 | 50.77% | -1.94% | -0.77% | +0.96% | 1.73% |
 | Boots of Bearing | 75 | 0.19% | 51.5 | 66.67% | +14.12% | +1.75% | -8.78% | 0.00% |
 | Ninja Gear | 2867 | 7.41% | 51.4 | 50.37% | -2.38% | -1.11% | +0.91% | 0.67% |
 | Ring of Health | 3710 | 9.59% | 51.4 | 50.05% | -2.79% | +2.58% | +1.08% | -0.10% |
 | Blight Stone | 1886 | 4.87% | 51.2 | 50.74% | -1.93% | -4.34% | +5.92% | 1.90% |
 | Refresher Orb | 180 | 0.47% | 51.1 | 58.89% | +6.35% | +14.44% | +3.33% | 0.00% |
 | Crown | 3877 | 10.02% | 51.0 | 49.65% | -3.25% | +1.94% | +0.20% | -0.14% |
 | Bottle | 1047 | 2.71% | 50.8 | 51.58% | -1.02% | -1.96% | +3.34% | 5.26% |
 | Drum of Endurance | 122 | 0.32% | 50.8 | 61.48% | +8.93% | -16.32% | -0.19% | 0.00% |
 | Magnifying Monocle | 669 | 1.73% | 50.7 | 52.62% | +0.05% | +1.01% | -0.69% | -0.85% |
 | Orb of Venom | 1191 | 3.08% | 50.6 | 51.05% | -1.57% | -0.04% | +4.32% | 0.69% |
 | Pollywog Charm | 4003 | 10.35% | 50.4 | 49.06% | -3.92% | -2.02% | -1.13% | 0.30% |
 | Javelin | 1682 | 4.35% | 50.2 | 50.00% | -2.69% | -5.11% | +1.78% | 0.30% |
 | Diadem | 2156 | 5.57% | 50.1 | 49.49% | -3.27% | +3.19% | -0.60% | -0.38% |
 | Ogre Seal Totem | 2747 | 7.10% | 50.0 | 49.11% | -3.73% | +3.23% | -2.45% | -2.84% |
 | Serrated Shiv | 6024 | 15.57% | 49.6 | 47.91% | -5.52% | -2.43% | +2.28% | 1.57% |
 | Quelling Blade | 3734 | 9.65% | 49.5 | 48.29% | -4.74% | +2.07% | -1.39% | -0.63% |
 | Wind Waker | 127 | 0.33% | 49.4 | 59.84% | +7.29% | +18.29% | -0.46% | 0.00% |
 | Gunpowder Gauntlet | 2081 | 5.38% | 49.2 | 48.73% | -4.06% | -5.08% | +6.49% | 3.86% |
 | Orb of Frost | 2111 | 5.46% | 49.1 | 48.60% | -4.20% | -1.38% | +0.64% | 0.41% |
 | Kaya and Sange | 49 | 0.13% | 49.1 | 69.39% | +16.84% | -0.16% | -0.16% | 0.00% |
 | Vanguard | 2285 | 5.91% | 47.5 | 46.96% | -5.97% | +8.28% | -0.98% | -0.90% |
 | Nemesis Curse | 2060 | 5.32% | 47.5 | 47.09% | -5.79% | -6.65% | +1.61% | 2.75% |
 | Heaven's Halberd | 2218 | 5.73% | 47.2 | 46.71% | -6.22% | +8.39% | -2.93% | -1.12% |
 | Blade Mail | 1153 | 2.98% | 47.1 | 47.79% | -4.93% | +3.77% | -8.69% | -0.85% |
 | Pyrrhic Cloak | 1855 | 4.79% | 47.0 | 46.85% | -6.01% | -0.21% | -0.17% | 0.02% |
 | Mind Breaker | 1839 | 4.75% | 46.8 | 46.66% | -6.21% | +1.10% | -0.12% | -0.61% |
 | Trusty Shovel | 599 | 1.55% | 46.1 | 48.58% | -4.06% | -5.65% | -0.78% | 1.62% |
 | Divine Rapier | 95 | 0.25% | 46.0 | 58.95% | +6.39% | -33.95% | +13.05% | 0.00% |
 | Orchid Malevolence | 172 | 0.44% | 45.7 | 54.07% | +1.50% | -0.58% | -0.58% | 0.00% |
 | Crippling Crossbow | 785 | 2.03% | 45.6 | 47.26% | -5.42% | +3.99% | -8.55% | -6.27% |
 | Tranquil Boots | 291 | 0.75% | 45.5 | 50.86% | -1.73% | -15.24% | +2.56% | 0.00% |
 | Whisper of the Dread | 681 | 1.76% | 44.2 | 46.40% | -6.28% | +1.11% | -0.63% | -0.87% |
 | Solar Crest | 60 | 0.16% | 43.9 | 61.67% | +9.11% | -15.00% | +18.33% | 0.00% |
 | Bloodthorn | 58 | 0.15% | 43.8 | 62.07% | +9.51% | -2.07% | -8.74% | 0.00% |
 | Wraith Band | 134 | 0.35% | 43.6 | 53.73% | +1.16% | -15.49% | +5.09% | 0.00% |
 | Iron Talon | 1021 | 2.64% | 43.3 | 44.47% | -8.32% | +1.58% | -1.99% | -3.57% |
 | Diffusal Blade | 35 | 0.09% | 43.3 | 68.57% | +16.01% | +20.32% | +20.32% | 0.00% |
 | Witch Blade | 23 | 0.06% | 41.2 | 73.91% | +21.35% | -7.24% | +9.42% | 0.00% |
 | Pavise | 77 | 0.20% | 40.8 | 55.84% | +3.27% | -5.84% | +19.16% | 0.00% |
 | Minotaur Horn | 66 | 0.17% | 39.5 | 56.06% | +3.49% | -1.06% | -6.06% | 0.00% |
 | Dagon | 62 | 0.16% | 39.2 | 56.45% | +3.88% | +12.30% | -18.95% | 0.00% |
 | Eye of Skadi | 24 | 0.06% | 39.1 | 70.83% | +18.27% | +29.17% | -37.50% | 0.00% |
 | Ethereal Blade | 41 | 0.11% | 38.5 | 60.98% | +8.41% | +11.75% | -24.62% | 0.00% |
 | Aether Lens | 41 | 0.11% | 38.5 | 60.98% | +8.41% | +11.75% | -24.62% | 0.00% |
 | Headdress | 79 | 0.20% | 38.5 | 53.16% | +0.59% | +1.84% | +1.84% | 0.00% |
 | Orb of Corrosion | 68 | 0.18% | 38.2 | 54.41% | +1.84% | -19.12% | +4.41% | 0.00% |
 | Pipe of Insight | 64 | 0.17% | 37.9 | 54.69% | +2.12% | -4.69% | -4.69% | 0.00% |
 | Daedalus | 27 | 0.07% | 37.4 | 66.67% | +14.11% | +19.04% | -23.81% | 0.00% |
 | Holy Locket | 34 | 0.09% | 36.6 | 61.76% | +9.19% | +16.02% | -17.32% | 0.00% |
 | Scythe of Vyse | 62 | 0.16% | 36.1 | 53.23% | +0.66% | +21.77% | -15.73% | 0.00% |
 | Mana Draught | 44 | 0.11% | 35.5 | 56.82% | +4.25% | -10.15% | +0.32% | 0.00% |
 | Fallen Sky | 60 | 0.16% | 34.4 | 51.67% | -0.91% | +1.90% | -7.23% | 0.00% |
 | Mask of Madness | 36 | 0.09% | 34.2 | 58.33% | +5.76% | -2.77% | +8.34% | 0.00% |
 | Manta Style | 41 | 0.11% | 34.1 | 56.10% | +3.53% | +25.72% | -19.74% | 0.00% |
 | Swift Blink | 23 | 0.06% | 33.6 | 65.22% | +12.65% | +34.78% | -15.22% | 0.00% |
 | Spider Legs | 36 | 0.09% | 31.8 | 55.56% | +2.99% | -17.10% | -5.56% | 0.00% |
 | Mjollnir | 32 | 0.08% | 30.9 | 56.25% | +3.68% | -6.25% | -6.25% | 0.00% |
 | Magic Lamp | 67 | 0.17% | 30.5 | 46.27% | -6.31% | -1.53% | -4.16% | 0.00% |
 | Unrelenting Eye | 51 | 0.13% | 30.3 | 49.02% | -3.56% | -14.02% | +6.54% | 0.00% |
 | Maelstrom | 59 | 0.15% | 28.9 | 45.76% | -6.82% | +0.91% | +0.91% | 0.00% |
 | Dagon (level 3) | 29 | 0.07% | 28.7 | 55.17% | +2.60% | +7.33% | -30.17% | 0.00% |
 | Dagon (level 2) | 39 | 0.10% | 27.1 | 48.72% | -3.86% | +11.28% | -30.54% | 0.00% |
 | Vladmir's Offering | 26 | 0.07% | 26.4 | 53.85% | +1.28% | +3.29% | -39.56% | 0.00% |
 | Ring of Basilius | 38 | 0.10% | 25.8 | 47.37% | -5.21% | -7.37% | -7.37% | 0.00% |
 | Dagon (level 4) | 22 | 0.06% | 24.8 | 54.55% | +1.98% | -4.55% | -4.55% | 0.00% |
 | Book of the Dead | 12 | 0.03% | 24.1 | 66.67% | +14.10% | +33.33% | 0.00% | 0.00% |
 | Disperser | 17 | 0.04% | 24.1 | 58.82% | +6.25% | +21.18% | +1.18% | 0.00% |
 | Dagon (level 5) | 21 | 0.05% | 22.5 | 52.38% | -0.19% | -2.38% | -19.05% | 0.00% |
 | Radiance | 28 | 0.07% | 21.7 | 46.43% | -6.15% | +25.00% | -32.14% | 0.00% |
 | Hand of Midas | 351 | 0.91% | 20.9 | 25.36% | -27.46% | -2.03% | -4.91% | -0.34% |
 | Aeon Disk | 9 | 0.02% | 19.5 | 66.67% | +14.10% | 0.00% | 0.00% | 0.00% |
 | Mekansm | 10 | 0.03% | 18.0 | 60.00% | +7.43% | +6.67% | +40.00% | 0.00% |
 | Pirate Hat | 13 | 0.03% | 17.5 | 53.85% | +1.28% | +12.82% | -10.99% | 0.00% |
 | Soul Ring | 5 | 0.01% | 17.0 | 80.00% | +27.43% | +20.00% | -30.00% | 0.00% |
 | Arcane Boots | 14 | 0.04% | 16.5 | 50.00% | -2.57% | +10.00% | +25.00% | 0.00% |
 | Khanda | 8 | 0.02% | 16.1 | 62.50% | +9.93% | +37.50% | +37.50% | 0.00% |
 | Stygian Desolator | 26 | 0.07% | 15.7 | 38.46% | -14.12% | +5.29% | -0.96% | 0.00% |
 | Phylactery | 19 | 0.05% | 15.0 | 42.11% | -10.47% | +37.89% | -22.11% | 0.00% |
 | Parasma | 6 | 0.02% | 14.8 | 66.67% | +14.10% | -16.67% | -16.67% | 0.00% |
 | Bloodstone | 4 | 0.01% | 12.6 | 75.00% | +22.43% | +25.00% | +25.00% | 0.00% |
 | Urn of Shadows | 23 | 0.06% | 12.4 | 34.78% | -17.80% | -1.45% | +15.22% | 0.00% |
 | Arcane Blink | 5 | 0.01% | 9.9 | 60.00% | +7.43% | -10.00% | +40.00% | 0.00% |
 | Yasha and Kaya | 11 | 0.03% | 8.0 | 36.36% | -16.22% | +30.31% | -3.03% | 0.00% |
 | Echo Sabre | 3 | 0.01% | 7.9 | 66.67% | +14.10% | +33.33% | +33.33% | 0.00% |
 | Guardian Greaves | 3 | 0.01% | 7.9 | 66.67% | +14.10% | -66.67% | +33.33% | 0.00% |
 | Null Talisman | 7 | 0.02% | 7.4 | 42.86% | -9.72% | -42.86% | +7.14% | 0.00% |
 | Octarine Core | 4 | 0.01% | 5.8 | 50.00% | -2.57% | +50.00% | -50.00% | 0.00% |
 | Rod of Atos | 9 | 0.02% | 5.7 | 33.33% | -19.25% | 0.00% | 0.00% | 0.00% |
 | Tough | 2 | 0.01% | 3.2 | 50.00% | -2.57% | +50.00% | -50.00% | 0.00% |
 | Brawny | 2 | 0.01% | 3.2 | 50.00% | -2.57% | +50.00% | -50.00% | 0.00% |
 | Spirit Vessel | 6 | 0.02% | 1.1 | 16.67% | -35.91% | -16.67% | +33.33% | 0.00% |
 | Titanic | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Harpoon | 1 | 0.00% | 0.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Gleipnir | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Helm of the Dominator | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Falcon Blade | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Helm of the Overlord | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Vampiric | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |