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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 | 142 | 3.44% | 100.0 | 86.62% | +43.27% | -6.06% | +2.27% | 0.84% |
 | Heart of Tarrasque | 59 | 1.43% | 88.3 | 84.75% | +40.49% | +8.58% | -24.75% | -3.72% |
 | Aghanim's Shard | 985 | 23.86% | 87.0 | 70.86% | +34.18% | +5.75% | -3.65% | -0.69% |
 | Shiva's Guard | 1304 | 31.59% | 77.1 | 62.58% | +25.93% | +4.60% | -4.30% | -1.07% |
 | Gleipnir | 181 | 4.38% | 75.6 | 67.40% | +23.59% | +10.86% | -8.70% | -1.47% |
 | Overwhelming Blink | 108 | 2.62% | 74.2 | 69.44% | +25.26% | +19.45% | -13.88% | -3.30% |
 | Octarine Core | 163 | 3.95% | 73.4 | 66.26% | +22.30% | -0.41% | -2.85% | -0.21% |
 | Guardian Greaves | 110 | 2.66% | 72.7 | 68.18% | +23.98% | -18.18% | -0.32% | 1.07% |
 | Kaya and Sange | 2010 | 48.69% | 71.9 | 57.91% | +25.47% | +2.29% | +2.13% | -0.01% |
 | Sange | 1977 | 47.89% | 71.2 | 57.36% | +24.03% | +3.65% | -0.30% | -0.33% |
 | Veil of Discord | 1588 | 38.47% | 70.2 | 56.86% | +19.54% | +1.93% | -2.96% | -0.51% |
 | Helm of Iron Will | 1643 | 39.80% | 69.8 | 56.48% | +19.34% | +1.29% | -3.20% | -0.43% |
 | Crown | 1849 | 44.79% | 69.0 | 55.71% | +19.69% | -3.01% | -3.66% | -0.06% |
 | Ring of Tarrasque | 303 | 7.34% | 67.9 | 59.08% | +15.37% | +0.66% | -5.83% | -0.47% |
 | Scythe of Vyse | 512 | 12.40% | 67.3 | 56.84% | +13.70% | +11.13% | -7.62% | -1.88% |
 | Wind Waker | 143 | 3.46% | 67.2 | 62.24% | +18.02% | -6.68% | +1.65% | 0.89% |
 | Mekansm | 99 | 2.40% | 67.1 | 64.65% | +20.30% | -12.65% | -12.65% | 0.00% |
 | Buckler | 103 | 2.50% | 66.8 | 64.08% | +19.73% | -14.08% | -10.23% | 0.22% |
 | Aghanim's Scepter | 2434 | 58.96% | 66.5 | 53.41% | +20.88% | +10.54% | -4.15% | -1.79% |
 | Headdress | 312 | 7.56% | 65.9 | 57.37% | +13.55% | -4.81% | +6.73% | 0.81% |
 | Rod of Atos | 290 | 7.03% | 64.9 | 56.90% | +12.97% | -2.11% | -3.48% | -0.16% |
 | Boots of Travel | 99 | 2.40% | 63.3 | 61.62% | +17.19% | -1.62% | -1.62% | 0.00% |
 | Eternal Shroud | 565 | 13.69% | 62.7 | 52.92% | +9.36% | -2.22% | -1.51% | 0.10% |
 | Aghanim's Blessing | 153 | 3.71% | 61.8 | 57.52% | +13.17% | +6.58% | -16.49% | -2.17% |
 | Pipe of Insight | 223 | 5.40% | 61.3 | 55.16% | +10.91% | +7.34% | -6.04% | -1.63% |
 | Blink Dagger | 2348 | 56.88% | 61.0 | 49.02% | +9.69% | +5.57% | -3.70% | -1.21% |
 | Kaya | 3546 | 85.90% | 59.9 | 47.77% | +20.79% | +9.08% | -4.99% | -2.85% |
 | Ghost Scepter | 118 | 2.86% | 59.9 | 57.63% | +13.17% | -2.79% | +12.37% | 1.14% |
 | Crimson Guard | 47 | 1.14% | 59.8 | 65.96% | +21.36% | +9.04% | +0.71% | 0.00% |
 | Lotus Orb | 675 | 16.35% | 58.7 | 49.33% | +5.37% | +0.97% | -1.68% | -0.26% |
 | Dagon (level 5) | 21 | 0.51% | 57.6 | 76.19% | +31.51% | +7.14% | -26.19% | 0.00% |
 | Yasha and Kaya | 30 | 0.73% | 57.4 | 70.00% | +25.34% | +5.00% | -7.50% | 0.00% |
 | Mana Draught | 1760 | 42.64% | 57.2 | 46.42% | +2.75% | +0.87% | -5.23% | -2.03% |
 | Magic Stick | 3378 | 81.83% | 57.2 | 45.62% | +4.29% | +0.76% | -2.51% | -1.80% |
 | Magic Wand | 3123 | 75.65% | 57.0 | 45.53% | +2.84% | +0.47% | -0.45% | -0.19% |
 | Void Stone | 1793 | 43.44% | 56.9 | 46.12% | +2.27% | -4.69% | +3.32% | 0.70% |
 | Dagon (level 4) | 23 | 0.56% | 56.9 | 73.91% | +29.23% | +9.42% | -23.91% | 0.00% |
 | Arcane Boots | 3992 | 96.71% | 56.7 | 45.09% | +7.59% | +6.60% | -5.87% | -4.53% |
 | Ring of Basilius | 3995 | 96.78% | 56.7 | 45.08% | +7.49% | +3.42% | -4.62% | -2.53% |
 | Boots of Speed | 4119 | 99.78% | 56.5 | 44.89% | +22.67% | +1.19% | -4.00% | -2.00% |
 | Ring of Protection | 2413 | 58.45% | 56.2 | 45.17% | +0.80% | -2.38% | -3.72% | -0.23% |
 | Essence Ring | 1174 | 28.44% | 56.2 | 46.17% | +1.86% | +3.30% | -3.05% | -3.18% |
 | Whisper of the Dread | 1024 | 24.81% | 56.1 | 46.39% | +2.06% | -0.55% | -1.37% | -0.41% |
 | Soul Ring | 2289 | 55.45% | 56.0 | 45.13% | +0.65% | -0.76% | -5.72% | -1.04% |
 | Gale Guard | 1056 | 25.58% | 55.9 | 46.12% | +1.72% | -1.31% | -0.61% | 0.35% |
 | Diadem | 58 | 1.41% | 55.8 | 60.34% | +15.72% | -20.34% | -7.01% | 0.65% |
 | Bracer | 2205 | 53.42% | 55.5 | 44.76% | -0.17% | +1.63% | -3.71% | -3.34% |
 | Quelling Blade | 2676 | 64.83% | 55.1 | 44.25% | -1.69% | +0.20% | -0.10% | 0.00% |
 | Magnifying Monocle | 75 | 1.82% | 55.1 | 57.33% | +12.72% | +8.05% | -5.61% | -6.83% |
 | Ring of Health | 1077 | 26.09% | 55.1 | 45.50% | +0.89% | -4.02% | +3.39% | 0.44% |
 | Ceremonial Robe | 298 | 7.22% | 54.7 | 48.66% | +4.12% | +0.55% | -2.57% | -1.56% |
 | Bottle | 649 | 15.72% | 54.1 | 45.76% | +1.09% | +0.02% | +2.17% | 2.15% |
 | Eul's Scepter of Divinity | 1164 | 28.20% | 53.9 | 44.42% | -0.59% | -0.78% | +4.38% | 0.53% |
 | Pollywog Charm | 390 | 9.45% | 53.8 | 46.92% | +2.30% | +3.90% | -7.12% | -4.50% |
 | Gossamer Cape | 441 | 10.68% | 53.7 | 46.49% | +1.85% | +3.25% | -3.42% | -3.34% |
 | Wind Lace | 1279 | 30.98% | 53.3 | 43.78% | -1.53% | -4.53% | +5.28% | 0.81% |
 | Yasha | 38 | 0.92% | 53.2 | 63.16% | +18.49% | +6.84% | -13.16% | 0.00% |
 | Trusty Shovel | 674 | 16.33% | 52.9 | 44.66% | -0.22% | +2.19% | -2.85% | -1.68% |
 | Dagon | 55 | 1.33% | 52.5 | 58.18% | +13.52% | -22.47% | -15.32% | 0.43% |
 | Black King Bar | 808 | 19.57% | 52.0 | 43.56% | -1.59% | -3.17% | 0.00% | 0.31% |
 | Dagon (level 2) | 39 | 0.94% | 51.7 | 61.54% | +16.86% | -11.54% | -11.54% | 0.00% |
 | Occult Bracelet | 803 | 19.45% | 51.2 | 42.96% | -2.33% | +0.32% | -0.04% | -0.12% |
 | Null Talisman | 235 | 5.69% | 50.7 | 46.38% | +1.63% | -4.01% | -4.01% | 0.00% |
 | Pyrrhic Cloak | 293 | 7.10% | 50.2 | 45.05% | +0.23% | -3.45% | -0.41% | 1.52% |
 | Searing Signet | 562 | 13.61% | 50.1 | 42.88% | -2.27% | +6.68% | -7.74% | -7.21% |
 | Bloodstone | 30 | 0.73% | 49.6 | 63.33% | +18.63% | +11.67% | -0.83% | 0.00% |
 | Chainmail | 398 | 9.64% | 48.7 | 42.71% | -2.36% | +3.29% | +6.29% | 0.20% |
 | Tumbler's Toy | 425 | 10.30% | 48.2 | 42.12% | -3.03% | +0.90% | -0.01% | -0.46% |
 | Ogre Seal Totem | 341 | 8.26% | 47.8 | 42.52% | -2.53% | +7.48% | -6.70% | -7.09% |
 | Linken's Sphere | 70 | 1.70% | 47.3 | 51.43% | +6.70% | +4.13% | +4.13% | 0.00% |
 | Vanguard | 362 | 8.77% | 46.4 | 41.16% | -4.03% | -0.50% | +0.60% | 0.14% |
 | Dagon (level 3) | 32 | 0.78% | 46.2 | 59.38% | +14.65% | -9.38% | -21.88% | 0.00% |
 | Spark of Courage | 221 | 5.35% | 45.1 | 42.08% | -2.92% | +1.47% | -3.84% | -1.77% |
 | Pig Pole | 172 | 4.17% | 44.8 | 43.02% | -1.90% | +6.13% | -4.21% | -5.17% |
 | Glimmer Cape | 139 | 3.37% | 43.5 | 43.17% | -1.73% | +5.40% | -8.88% | -2.08% |
 | Divine Rapier | 10 | 0.24% | 43.3 | 80.00% | +35.25% | +20.00% | -13.33% | 0.00% |
 | Aether Lens | 12 | 0.29% | 43.1 | 75.00% | +30.25% | -8.33% | +25.00% | 0.00% |
 | Blade Mail | 281 | 6.81% | 42.4 | 38.79% | -6.49% | +11.91% | -4.99% | -1.66% |
 | Heaven's Halberd | 233 | 5.64% | 42.3 | 39.48% | -5.68% | +6.28% | -3.89% | -1.02% |
 | Iron Talon | 160 | 3.88% | 40.7 | 40.00% | -5.04% | -3.24% | +1.86% | 2.55% |
 | Ninja Gear | 194 | 4.70% | 39.1 | 37.63% | -7.57% | +0.41% | -2.42% | -1.42% |
 | Fluffy Hat | 21 | 0.51% | 36.9 | 57.14% | +12.36% | +9.53% | 0.00% | 0.00% |
 | Sange and Yasha | 14 | 0.34% | 36.3 | 64.29% | +19.52% | -4.29% | -39.29% | 0.00% |
 | Fallen Sky | 14 | 0.34% | 36.3 | 64.29% | +19.52% | +19.04% | -14.29% | 0.00% |
 | Mystical | 27 | 0.65% | 35.6 | 51.85% | +7.06% | +19.58% | -8.99% | 0.00% |
 | Ethereal Blade | 8 | 0.19% | 33.4 | 75.00% | +30.22% | +25.00% | +25.00% | 0.00% |
 | Serrated Shiv | 13 | 0.31% | 32.3 | 61.54% | +16.75% | +9.89% | -11.54% | 0.00% |
 | Brawny | 22 | 0.53% | 30.8 | 50.00% | +5.19% | -16.67% | +16.67% | 0.00% |
 | Gunpowder Gauntlet | 61 | 1.48% | 30.6 | 37.70% | -7.25% | +4.24% | -6.12% | -5.18% |
 | Ripper's Lash | 35 | 0.85% | 30.1 | 42.86% | -2.00% | -4.40% | +1.58% | 0.00% |
 | Crippling Crossbow | 20 | 0.48% | 29.4 | 50.00% | +5.19% | 0.00% | +7.14% | 0.00% |
 | Refresher Orb | 27 | 0.65% | 28.4 | 44.44% | -0.40% | +26.99% | -1.58% | 0.00% |
 | Unrelenting Eye | 7 | 0.17% | 27.9 | 71.43% | +26.64% | -4.76% | -21.43% | 0.00% |
 | Magic Lamp | 15 | 0.36% | 27.9 | 53.33% | +8.52% | +13.34% | -8.89% | 0.00% |
 | Orb of Destruction | 69 | 1.67% | 27.1 | 33.33% | -11.71% | +2.38% | +4.17% | 0.90% |
 | Morbid Mask | 5 | 0.12% | 26.4 | 80.00% | +35.20% | +20.00% | -30.00% | 0.00% |
 | Arcane Blink | 5 | 0.12% | 26.4 | 80.00% | +35.20% | -30.00% | +20.00% | 0.00% |
 | Urn of Shadows | 10 | 0.24% | 26.4 | 60.00% | +15.20% | +6.67% | -26.67% | 0.00% |
 | Boots of Travel 2 | 3 | 0.07% | 26.1 | 100.00% | +55.20% | 0.00% | 0.00% | 0.00% |
 | Brigand's Blade | 11 | 0.27% | 24.0 | 54.55% | +9.74% | +12.12% | -14.55% | 0.00% |
 | Vampiric | 6 | 0.15% | 22.0 | 66.67% | +21.86% | -16.67% | -16.67% | 0.00% |
 | Nemesis Curse | 19 | 0.46% | 21.9 | 42.11% | -2.74% | +0.75% | +7.89% | 0.00% |
 | Mind Breaker | 9 | 0.22% | 21.5 | 55.56% | +10.74% | +19.44% | -55.56% | 0.00% |
 | Force Staff | 13 | 0.31% | 20.2 | 46.15% | +1.31% | +3.85% | -21.15% | 0.00% |
 | Phase Boots | 17 | 0.41% | 19.9 | 41.18% | -3.68% | -1.18% | -1.18% | 0.00% |
 | Drum of Endurance | 4 | 0.10% | 19.5 | 75.00% | +30.19% | +25.00% | +25.00% | 0.00% |
 | Mask of Madness | 4 | 0.10% | 19.5 | 75.00% | +30.19% | +25.00% | -75.00% | 0.00% |
 | Assault Cuirass | 4 | 0.10% | 19.5 | 75.00% | +30.19% | +25.00% | -75.00% | 0.00% |
 | Blight Stone | 4 | 0.10% | 19.5 | 75.00% | +30.19% | +25.00% | -75.00% | 0.00% |
 | Quickened | 10 | 0.24% | 19.4 | 50.00% | +5.17% | +50.00% | +16.67% | 0.00% |
 | Book of the Dead | 7 | 0.17% | 18.8 | 57.14% | +12.32% | +42.86% | -23.81% | 0.00% |
 | Cornucopia | 37 | 0.90% | 18.3 | 29.73% | -15.25% | -9.73% | +10.27% | 0.00% |
 | Pavise | 2 | 0.05% | 17.8 | 100.00% | +55.19% | 0.00% | 0.00% | 0.00% |
 | Solar Crest | 2 | 0.05% | 17.8 | 100.00% | +55.19% | 0.00% | 0.00% | 0.00% |
 | Hand of Midas | 46 | 1.11% | 16.8 | 26.09% | -18.96% | +7.24% | -9.42% | 0.00% |
 | Desolator | 5 | 0.12% | 15.5 | 60.00% | +15.18% | +40.00% | -10.00% | 0.00% |
 | Spirit Vessel | 6 | 0.15% | 13.1 | 50.00% | +5.17% | 0.00% | -50.00% | 0.00% |
 | Timeless | 6 | 0.15% | 13.1 | 50.00% | +5.17% | 0.00% | 0.00% | 0.00% |
 | Aeon Disk | 3 | 0.07% | 11.9 | 66.67% | +21.85% | +33.33% | +33.33% | 0.00% |
 | Tough | 3 | 0.07% | 11.9 | 66.67% | +21.85% | -66.67% | +33.33% | 0.00% |
 | Skull Basher | 3 | 0.07% | 11.9 | 66.67% | +21.85% | +33.33% | -66.67% | 0.00% |
 | Wraith Band | 8 | 0.19% | 9.9 | 37.50% | -7.35% | +12.50% | +62.50% | 0.00% |
 | Tranquil Boots | 4 | 0.10% | 9.2 | 50.00% | +5.16% | -50.00% | +50.00% | 0.00% |
 | Nullifier | 1 | 0.02% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Keen-eyed | 1 | 0.02% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Boots of Bearing | 1 | 0.02% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Helm of the Dominator | 1 | 0.02% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Vladmir's Offering | 1 | 0.02% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mjollnir | 1 | 0.02% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Manta Style | 1 | 0.02% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Titanic | 1 | 0.02% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Radiance | 5 | 0.12% | 7.4 | 40.00% | -4.85% | +10.00% | +10.00% | 0.00% |
 | Greedy | 5 | 0.12% | 7.4 | 40.00% | -4.85% | -40.00% | +10.00% | 0.00% |
 | Power Treads | 2 | 0.05% | 4.6 | 50.00% | +5.16% | -50.00% | +50.00% | 0.00% |
 | Maelstrom | 2 | 0.05% | 4.6 | 50.00% | +5.16% | +50.00% | -50.00% | 0.00% |
 | Abyssal Blade | 2 | 0.05% | 4.6 | 50.00% | +5.16% | +50.00% | -50.00% | 0.00% |
 | Orchid Malevolence | 11 | 0.27% | 3.7 | 18.18% | -26.73% | +15.15% | -18.18% | 0.00% |
 | Javelin | 3 | 0.07% | 3.2 | 33.33% | -11.52% | +66.67% | -33.33% | 0.00% |
 | Minotaur Horn | 6 | 0.15% | 1.8 | 16.67% | -28.21% | -16.67% | +33.33% | 0.00% |
 | Orb of Frost | 7 | 0.17% | 1.5 | 14.29% | -30.60% | +19.04% | -14.29% | 0.00% |
 | Diffusal Blade | 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% |
 | Spider Legs | 2 | 0.05% | 0.0 | 0.00% | -44.86% | 0.00% | 0.00% | 0.00% |
 | Bloodthorn | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Moon Shard | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Pirate Hat | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |