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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 | 22 | 0.73% | 100.0 | 95.45% | +47.61% | +4.55% | +4.55% | 0.00% |
 | Aghanim's Shard | 1366 | 45.14% | 98.5 | 68.89% | +37.75% | +6.26% | -8.07% | -1.15% |
 | Morbid Mask | 55 | 1.82% | 88.1 | 76.36% | +28.70% | +2.21% | +2.21% | 0.00% |
 | Linken's Sphere | 106 | 3.50% | 85.2 | 68.87% | +21.44% | +12.61% | -5.91% | 0.00% |
 | Kaya | 154 | 5.09% | 84.8 | 66.23% | +19.02% | +3.00% | -4.69% | -0.64% |
 | Parasma | 42 | 1.39% | 83.2 | 76.19% | +28.40% | +5.63% | -21.64% | 0.00% |
 | Butterfly | 179 | 5.92% | 83.0 | 64.25% | +17.08% | +0.19% | -2.03% | -0.22% |
 | Sange and Yasha | 338 | 11.17% | 81.2 | 60.36% | +13.71% | +4.35% | -3.89% | -0.83% |
 | Gleipnir | 163 | 5.39% | 79.8 | 62.58% | +15.22% | +11.23% | -8.92% | -1.92% |
 | Sange | 421 | 13.91% | 79.5 | 58.43% | +11.90% | +3.83% | -8.90% | -1.27% |
 | Yasha | 820 | 27.10% | 79.4 | 56.71% | +11.70% | +2.31% | -4.51% | -0.66% |
 | Eye of Skadi | 177 | 5.85% | 79.0 | 61.58% | +14.23% | +0.64% | -8.25% | -0.89% |
 | Buckler | 167 | 5.52% | 78.7 | 61.68% | +14.29% | +0.22% | -1.21% | -0.10% |
 | Yasha and Kaya | 48 | 1.59% | 77.5 | 70.83% | +23.01% | +4.17% | +4.17% | 0.00% |
 | Blink Dagger | 383 | 12.66% | 77.2 | 57.18% | +10.30% | +9.49% | -5.63% | -1.14% |
 | Void Stone | 409 | 13.52% | 77.2 | 56.97% | +10.16% | -4.54% | -0.66% | 0.30% |
 | Assault Cuirass | 94 | 3.11% | 76.4 | 63.83% | +16.15% | -5.50% | +15.34% | 0.00% |
 | Hurricane Pike | 1765 | 58.33% | 75.7 | 52.86% | +11.23% | +5.28% | -4.67% | -1.17% |
 | Bloodstone | 86 | 2.84% | 75.6 | 63.95% | +16.23% | +4.23% | -18.50% | 0.00% |
 | Boots of Bearing | 29 | 0.96% | 75.1 | 75.86% | +27.95% | -25.86% | +24.14% | 0.00% |
 | Ring of Protection | 235 | 7.77% | 74.9 | 57.45% | +10.05% | -8.30% | +3.57% | 0.44% |
 | Shiva's Guard | 287 | 9.48% | 74.7 | 56.45% | +9.13% | +10.67% | -10.62% | -2.07% |
 | Force Staff | 1847 | 61.04% | 74.5 | 51.98% | +9.74% | +7.33% | -5.76% | -1.55% |
 | Fluffy Hat | 1945 | 64.28% | 74.3 | 51.77% | +10.05% | +3.85% | -3.52% | -0.75% |
 | Revenant's Brooch | 73 | 2.41% | 74.2 | 64.38% | +16.60% | -6.49% | -6.49% | 0.00% |
 | Helm of Iron Will | 440 | 14.54% | 73.7 | 54.32% | +7.18% | +10.23% | -7.05% | -1.38% |
 | Veil of Discord | 383 | 12.66% | 73.1 | 54.31% | +7.02% | +11.32% | -4.31% | -1.36% |
 | Heart of Tarrasque | 132 | 4.36% | 72.9 | 59.09% | +11.41% | +4.55% | +16.67% | 0.86% |
 | Manta Style | 341 | 11.27% | 72.8 | 54.55% | +7.18% | +2.92% | -3.39% | -0.79% |
 | Mjollnir | 67 | 2.21% | 72.8 | 64.18% | +16.36% | +0.53% | -17.12% | 0.00% |
 | Dragon Lance | 2075 | 68.57% | 72.6 | 50.55% | +7.54% | +9.11% | -7.39% | -1.81% |
 | Diadem | 392 | 12.95% | 72.5 | 53.83% | +6.49% | +3.31% | -2.81% | -0.66% |
 | Black King Bar | 821 | 27.13% | 72.1 | 51.64% | +4.75% | +4.67% | -5.52% | -1.08% |
 | Boots of Travel | 620 | 20.49% | 72.0 | 52.26% | +5.13% | +0.30% | +9.03% | 0.66% |
 | Aghanim's Scepter | 533 | 17.61% | 71.6 | 52.35% | +5.06% | -4.20% | +0.64% | 0.39% |
 | Magic Wand | 2071 | 68.44% | 71.5 | 49.78% | +5.07% | +2.24% | -2.87% | -1.24% |
 | Mage Slayer | 551 | 18.21% | 71.4 | 52.09% | +4.78% | +10.95% | -6.44% | -2.23% |
 | Orb of Venom | 698 | 23.07% | 71.0 | 51.29% | +4.04% | +6.10% | -2.15% | -0.87% |
 | Power Treads | 1866 | 61.67% | 70.8 | 49.41% | +3.20% | +8.80% | -9.88% | -6.96% |
 | Cornucopia | 956 | 31.59% | 70.7 | 50.42% | +3.27% | +5.65% | -3.34% | -1.12% |
 | Crown | 515 | 17.02% | 70.5 | 51.65% | +4.18% | +6.49% | -5.91% | -1.02% |
 | Magic Stick | 2146 | 70.92% | 70.2 | 48.84% | +2.25% | -0.76% | -3.39% | -0.80% |
 | Boots of Speed | 2953 | 97.59% | 69.9 | 48.29% | +4.45% | +4.95% | -5.76% | -4.94% |
 | Ring of Health | 399 | 13.19% | 69.7 | 51.88% | +4.26% | -1.88% | +5.12% | 0.33% |
 | Wraith Band | 1660 | 54.86% | 69.6 | 48.73% | +1.22% | +2.94% | -2.58% | -2.35% |
 | Guardian Greaves | 68 | 2.25% | 69.5 | 61.76% | +13.89% | -2.94% | -8.82% | 0.00% |
 | Trusty Shovel | 398 | 13.15% | 69.2 | 51.51% | +3.83% | +4.14% | -6.29% | -3.48% |
 | Shadow Blade | 84 | 2.78% | 68.9 | 59.52% | +11.66% | +11.91% | -7.14% | 0.00% |
 | Eternal Shroud | 126 | 4.16% | 68.5 | 56.35% | +8.52% | -3.22% | -12.60% | -0.98% |
 | Satanic | 35 | 1.16% | 68.5 | 68.57% | +20.63% | +20.32% | -13.01% | 0.00% |
 | Orb of Frost | 439 | 14.51% | 67.9 | 50.34% | +2.52% | -12.16% | +7.84% | 0.63% |
 | Brigand's Blade | 567 | 18.74% | 67.8 | 49.56% | +1.70% | -3.13% | +0.67% | 1.90% |
 | Mind Breaker | 268 | 8.86% | 67.6 | 51.87% | +4.05% | +0.98% | +2.68% | 0.85% |
 | Null Talisman | 563 | 18.61% | 67.5 | 49.38% | +1.47% | -1.49% | +6.25% | 3.32% |
 | Ring of Tarrasque | 215 | 7.11% | 67.3 | 52.56% | +4.71% | +1.14% | +14.11% | 0.83% |
 | Kaya and Sange | 80 | 2.64% | 67.2 | 58.75% | +10.85% | +1.25% | +3.15% | 0.00% |
 | Crystalys | 94 | 3.11% | 67.2 | 57.45% | +9.56% | -11.62% | +0.88% | 0.00% |
 | Falcon Blade | 119 | 3.93% | 66.7 | 55.46% | +7.58% | -2.13% | -12.13% | -2.78% |
 | Blade Mail | 590 | 19.50% | 66.4 | 48.47% | +0.36% | +4.91% | -8.20% | -1.67% |
 | Essence Ring | 584 | 19.30% | 66.3 | 48.46% | +0.34% | +6.56% | -4.42% | -5.49% |
 | Wind Lace | 761 | 25.15% | 66.3 | 47.83% | -0.47% | -3.33% | +2.69% | 1.07% |
 | Mana Draught | 665 | 21.98% | 66.3 | 48.12% | -0.08% | -3.40% | -3.19% | 0.07% |
 | Chainmail | 833 | 27.53% | 66.2 | 47.54% | -0.89% | +2.70% | -8.78% | -1.09% |
 | Orb of Destruction | 710 | 23.46% | 66.0 | 47.75% | -0.57% | -0.11% | +0.33% | 0.15% |
 | Spark of Courage | 474 | 15.66% | 65.9 | 48.73% | +0.65% | -6.33% | +3.65% | 3.33% |
 | Scythe of Vyse | 88 | 2.91% | 65.6 | 56.82% | +8.90% | +6.82% | -11.37% | 0.00% |
 | Searing Signet | 665 | 21.98% | 65.4 | 47.52% | -0.85% | +1.29% | +1.41% | 0.06% |
 | Whisper of the Dread | 256 | 8.46% | 65.3 | 50.39% | +2.41% | -1.13% | +1.00% | 1.07% |
 | Bottle | 975 | 32.22% | 64.9 | 46.36% | -2.69% | +2.85% | -5.95% | -8.52% |
 | Orchid Malevolence | 453 | 14.97% | 64.5 | 47.90% | -0.33% | -1.41% | +1.22% | 0.35% |
 | Serrated Shiv | 434 | 14.34% | 64.4 | 47.93% | -0.30% | -2.96% | +4.10% | 3.53% |
 | Drum of Endurance | 65 | 2.15% | 64.2 | 58.46% | +10.50% | -11.40% | -5.52% | 0.00% |
 | Magnifying Monocle | 126 | 4.16% | 64.0 | 53.17% | +5.20% | +2.97% | -6.36% | -4.67% |
 | Bracer | 401 | 13.25% | 64.0 | 47.88% | -0.35% | -3.33% | -0.36% | 1.05% |
 | Gunpowder Gauntlet | 291 | 9.62% | 63.7 | 48.80% | +0.68% | -8.26% | +6.63% | 4.96% |
 | Rod of Atos | 441 | 14.57% | 63.4 | 47.17% | -1.19% | +2.38% | +2.83% | 0.06% |
 | Ogre Seal Totem | 225 | 7.44% | 63.0 | 49.33% | +1.24% | +7.05% | -5.24% | -6.15% |
 | Diffusal Blade | 17 | 0.56% | 62.6 | 76.47% | +28.45% | -16.47% | +3.53% | 0.00% |
 | Eul's Scepter of Divinity | 103 | 3.40% | 62.4 | 53.40% | +5.40% | -7.25% | +8.14% | 0.00% |
 | Desolator | 7 | 0.23% | 62.3 | 100.00% | +51.94% | 0.00% | 0.00% | 0.00% |
 | Gale Guard | 495 | 16.36% | 62.3 | 46.06% | -2.54% | -5.34% | +1.41% | 3.38% |
 | Pollywog Charm | 288 | 9.52% | 61.9 | 47.57% | -0.68% | -8.39% | +3.71% | 4.03% |
 | Ninja Gear | 139 | 4.59% | 61.9 | 51.08% | +3.04% | +3.16% | -6.18% | -4.67% |
 | Arcane Boots | 207 | 6.84% | 61.6 | 48.79% | +0.65% | +16.59% | -5.39% | -5.32% |
 | Headdress | 133 | 4.40% | 61.6 | 51.13% | +3.08% | +1.81% | -1.13% | -0.23% |
 | Disperser | 12 | 0.40% | 61.3 | 83.33% | +35.29% | -16.66% | -16.66% | 0.00% |
 | Mekansm | 81 | 2.68% | 61.1 | 54.32% | +6.31% | +2.82% | -11.46% | 0.00% |
 | Gossamer Cape | 349 | 11.53% | 60.8 | 46.13% | -2.32% | +1.04% | -0.62% | -0.83% |
 | Crimson Guard | 39 | 1.29% | 60.7 | 61.54% | +13.53% | +8.46% | -1.54% | 0.00% |
 | Ring of Basilius | 226 | 7.47% | 60.1 | 47.35% | -0.90% | +1.77% | +3.53% | 0.34% |
 | Witch Blade | 143 | 4.73% | 60.1 | 49.65% | +1.54% | +0.35% | +0.35% | 0.00% |
 | Moon Shard | 14 | 0.46% | 59.8 | 78.57% | +30.53% | +21.43% | -3.57% | 0.00% |
 | Tumbler's Toy | 190 | 6.28% | 59.8 | 47.89% | -0.31% | -4.75% | +8.36% | 6.56% |
 | Quelling Blade | 173 | 5.72% | 59.2 | 47.98% | -0.21% | +4.58% | -4.80% | -2.54% |
 | Vanguard | 194 | 6.41% | 57.8 | 46.39% | -1.92% | +8.71% | -7.61% | -1.15% |
 | Occult Bracelet | 286 | 9.45% | 57.3 | 44.41% | -4.17% | +3.78% | -1.86% | -1.88% |
 | Ripper's Lash | 84 | 2.78% | 57.2 | 51.19% | +3.09% | -1.19% | -5.36% | 0.00% |
 | Pig Pole | 115 | 3.80% | 56.9 | 48.70% | +0.54% | +6.86% | -5.52% | -6.19% |
 | Bloodthorn | 90 | 2.97% | 56.3 | 50.00% | +1.87% | +6.52% | -15.22% | 0.00% |
 | Javelin | 272 | 8.99% | 56.1 | 43.75% | -4.87% | +0.37% | -14.34% | -0.66% |
 | Iron Talon | 131 | 4.33% | 56.1 | 47.33% | -0.89% | -3.33% | +4.46% | 7.79% |
 | Nemesis Curse | 271 | 8.96% | 54.8 | 42.80% | -5.91% | -0.28% | -2.80% | -1.26% |
 | Ceremonial Robe | 122 | 4.03% | 54.7 | 46.72% | -1.52% | -4.17% | -2.97% | 0.60% |
 | Blight Stone | 174 | 5.75% | 54.0 | 44.25% | -4.17% | +0.19% | +5.75% | 1.37% |
 | Orb of Corrosion | 170 | 5.62% | 53.7 | 44.12% | -4.30% | -2.26% | -4.59% | -0.61% |
 | Glimmer Cape | 80 | 2.64% | 53.3 | 48.75% | +0.58% | -3.75% | -8.75% | 0.00% |
 | Pipe of Insight | 68 | 2.25% | 53.1 | 50.00% | +1.86% | -2.94% | +14.71% | 0.00% |
 | Dagon | 35 | 1.16% | 53.0 | 57.14% | +9.06% | +9.53% | -12.70% | 0.00% |
 | Tranquil Boots | 86 | 2.84% | 52.6 | 47.67% | -0.53% | +2.33% | +6.88% | 0.00% |
 | Silver Edge | 22 | 0.73% | 52.4 | 63.64% | +15.57% | -13.64% | +3.03% | 0.00% |
 | Phase Boots | 77 | 2.54% | 51.9 | 48.05% | -0.14% | +6.95% | -3.05% | 0.00% |
 | Maelstrom | 132 | 4.36% | 51.5 | 43.94% | -4.44% | +7.58% | -10.61% | -1.07% |
 | Heaven's Halberd | 121 | 4.00% | 48.3 | 42.15% | -6.28% | +9.46% | -6.67% | -1.68% |
 | Lotus Orb | 87 | 2.88% | 47.4 | 43.68% | -4.64% | +6.32% | -11.86% | 0.00% |
 | Wind Waker | 15 | 0.50% | 47.4 | 66.67% | +18.58% | +8.33% | -16.67% | 0.00% |
 | Brawny | 9 | 0.30% | 46.0 | 77.78% | +29.69% | -11.11% | -11.11% | 0.00% |
 | Radiance | 35 | 1.16% | 45.8 | 51.43% | +3.29% | +26.35% | -18.10% | 0.00% |
 | Crippling Crossbow | 96 | 3.17% | 45.6 | 41.67% | -6.73% | +3.57% | -12.50% | 0.00% |
 | Pyrrhic Cloak | 105 | 3.47% | 45.5 | 40.95% | -7.49% | -7.62% | +9.05% | 0.00% |
 | Magic Lamp | 18 | 0.59% | 45.0 | 61.11% | +13.00% | -16.67% | +18.89% | 0.00% |
 | Pavise | 18 | 0.59% | 45.0 | 61.11% | +13.00% | -1.11% | +18.89% | 0.00% |
 | Spirit Vessel | 33 | 1.09% | 44.9 | 51.52% | +3.37% | +4.04% | -18.19% | 0.00% |
 | Solar Crest | 16 | 0.53% | 44.1 | 62.50% | +14.39% | -37.50% | +12.50% | 0.00% |
 | Urn of Shadows | 42 | 1.39% | 43.8 | 47.62% | -0.57% | +16.02% | -11.26% | 0.00% |
 | Aghanim's Blessing | 32 | 1.06% | 42.6 | 50.00% | +1.84% | -12.50% | 0.00% | 0.00% |
 | Stygian Desolator | 19 | 0.63% | 42.5 | 57.89% | +9.77% | +13.54% | +8.78% | 0.00% |
 | Ethereal Blade | 19 | 0.63% | 42.5 | 57.89% | +9.77% | +2.11% | -17.89% | 0.00% |
 | Dagon (level 5) | 12 | 0.40% | 42.0 | 66.67% | +18.56% | 0.00% | 0.00% | 0.00% |
 | Divine Rapier | 12 | 0.40% | 42.0 | 66.67% | +18.56% | 0.00% | -33.34% | 0.00% |
 | Spider Legs | 10 | 0.33% | 40.9 | 70.00% | +21.89% | +30.00% | +5.00% | 0.00% |
 | Dagon (level 2) | 15 | 0.50% | 40.0 | 60.00% | +11.88% | +15.00% | +15.00% | 0.00% |
 | Aether Lens | 32 | 1.06% | 38.9 | 46.88% | -1.32% | +15.62% | -21.88% | 0.00% |
 | Nullifier | 18 | 0.59% | 38.9 | 55.56% | +7.42% | +24.44% | -15.56% | 0.00% |
 | Ghost Scepter | 113 | 3.73% | 38.7 | 35.40% | -13.28% | +4.60% | -14.71% | -1.50% |
 | Dagon (level 3) | 13 | 0.43% | 38.5 | 61.54% | +13.42% | +13.46% | -11.54% | 0.00% |
 | Dagon (level 4) | 11 | 0.36% | 36.8 | 63.64% | +15.51% | +3.03% | +3.03% | 0.00% |
 | Monkey King Bar | 45 | 1.49% | 35.4 | 40.00% | -8.31% | -23.33% | +1.67% | 0.00% |
 | Hand of Midas | 201 | 6.64% | 33.9 | 28.86% | -20.70% | +8.39% | -13.17% | -4.15% |
 | Vladmir's Offering | 5 | 0.17% | 31.8 | 80.00% | +31.87% | -30.00% | +20.00% | 0.00% |
 | Boots of Travel 2 | 3 | 0.10% | 31.4 | 100.00% | +51.87% | 0.00% | 0.00% | 0.00% |
 | Armlet of Mordiggian | 3 | 0.10% | 31.4 | 100.00% | +51.87% | 0.00% | 0.00% | 0.00% |
 | Octarine Core | 31 | 1.02% | 29.3 | 38.71% | -9.57% | +11.29% | -26.21% | 0.00% |
 | Mystical | 4 | 0.13% | 23.2 | 75.00% | +26.85% | +25.00% | +25.00% | 0.00% |
 | Swift Blink | 10 | 0.33% | 23.1 | 50.00% | +1.82% | +16.67% | -50.00% | 0.00% |
 | Tough | 2 | 0.07% | 21.5 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% |
 | Alert | 8 | 0.26% | 19.6 | 50.00% | +1.82% | 0.00% | -50.00% | 0.00% |
 | Vast | 5 | 0.17% | 18.7 | 60.00% | +11.84% | +40.00% | -10.00% | 0.00% |
 | Arcane Blink | 3 | 0.10% | 14.4 | 66.67% | +18.51% | +33.33% | -66.67% | 0.00% |
 | Daedalus | 7 | 0.23% | 13.5 | 42.86% | -5.33% | +7.14% | +7.14% | 0.00% |
 | Mask of Madness | 1 | 0.03% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Timeless | 1 | 0.03% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Vampiric | 6 | 0.20% | 7.6 | 33.33% | -14.88% | -33.33% | -33.33% | 0.00% |
 | Unrelenting Eye | 6 | 0.20% | 7.6 | 33.33% | -14.88% | +16.67% | -8.33% | 0.00% |
 | Fallen Sky | 8 | 0.26% | 5.9 | 25.00% | -23.24% | +25.00% | -25.00% | 0.00% |
 | Titanic | 2 | 0.07% | 5.6 | 50.00% | +1.82% | +50.00% | -50.00% | 0.00% |
 | Refresher Orb | 2 | 0.07% | 5.6 | 50.00% | +1.82% | -50.00% | +50.00% | 0.00% |
 | Holy Locket | 2 | 0.07% | 5.6 | 50.00% | +1.82% | -50.00% | +50.00% | 0.00% |
 | Overwhelming Blink | 3 | 0.10% | 3.9 | 33.33% | -14.87% | +66.67% | -33.33% | 0.00% |
 | Book of the Dead | 4 | 0.13% | 3.0 | 25.00% | -23.21% | +25.00% | -25.00% | 0.00% |
 | Soul Ring | 4 | 0.13% | 3.0 | 25.00% | -23.21% | +75.00% | -25.00% | 0.00% |
 | Quickened | 5 | 0.17% | 2.5 | 20.00% | -28.23% | -20.00% | +30.00% | 0.00% |
 | Minotaur Horn | 9 | 0.30% | 1.5 | 11.11% | -37.18% | +13.89% | -11.11% | 0.00% |
 | Abyssal Blade | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Pirate Hat | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Aeon Disk | 4 | 0.13% | 0.0 | 0.00% | -48.25% | 0.00% | 0.00% | 0.00% |
 | Skull Basher | 3 | 0.10% | 0.0 | 0.00% | -48.23% | 0.00% | 0.00% | 0.00% |