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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) | |
 | Boots of Bearing | 121 | 3.61% | 100.0 | 75.21% | +23.63% | +11.46% | -1.88% | -1.42% |
 | Drum of Endurance | 497 | 14.84% | 97.1 | 67.40% | +17.58% | +10.02% | -6.92% | -2.67% |
 | Assault Cuirass | 1786 | 53.33% | 94.1 | 62.99% | +22.62% | +17.10% | -12.54% | -5.01% |
 | Tranquil Boots | 130 | 3.88% | 92.4 | 70.00% | +18.28% | +8.79% | +5.00% | -0.32% |
 | Helm of the Overlord | 2690 | 80.32% | 84.9 | 56.47% | +20.51% | +17.97% | -21.80% | -14.29% |
 | Vladmir's Offering | 2743 | 81.91% | 84.4 | 56.11% | +20.30% | +15.76% | -19.23% | -13.63% |
 | Buckler | 2875 | 85.85% | 84.0 | 55.76% | +23.48% | +10.44% | -9.03% | -7.44% |
 | Ring of Basilius | 2778 | 82.95% | 83.7 | 55.58% | +18.45% | +9.31% | -14.23% | -9.11% |
 | Wind Lace | 866 | 25.86% | 83.5 | 57.16% | +6.37% | -6.47% | -2.53% | 0.32% |
 | Helm of the Dominator | 2818 | 84.14% | 82.9 | 55.04% | +16.43% | +8.93% | -12.00% | -11.85% |
 | Morbid Mask | 1899 | 56.70% | 81.9 | 54.87% | +5.63% | +14.18% | -17.40% | -11.35% |
 | Helm of Iron Will | 2939 | 87.76% | 81.9 | 54.34% | +15.56% | +6.48% | -6.72% | -6.95% |
 | Diadem | 2921 | 87.22% | 81.5 | 54.13% | +13.24% | +7.79% | -10.71% | -9.25% |
 | Ring of Protection | 2209 | 65.96% | 81.1 | 54.14% | +5.02% | +0.93% | -7.94% | -2.72% |
 | Aghanim's Scepter | 514 | 15.35% | 81.1 | 56.81% | +5.17% | +1.33% | -1.34% | -0.23% |
 | Scythe of Vyse | 439 | 13.11% | 80.9 | 57.18% | +5.46% | +11.91% | -9.00% | -2.36% |
 | Aghanim's Shard | 2147 | 64.11% | 79.4 | 53.05% | +1.72% | +11.94% | -5.94% | -2.22% |
 | Desolator | 80 | 2.39% | 79.1 | 65.00% | +12.87% | +5.00% | -5.00% | -0.53% |
 | Harpoon | 585 | 17.47% | 78.9 | 55.04% | +3.16% | -1.62% | -1.62% | 0.00% |
 | Arcane Ring | 277 | 8.27% | 78.8 | 57.40% | +5.41% | -0.88% | -6.68% | -2.90% |
 | Boots of Speed | 2206 | 65.87% | 78.6 | 52.49% | +0.17% | -0.50% | +9.22% | 0.90% |
 | Magic Stick | 1997 | 59.63% | 78.2 | 52.38% | -0.13% | +4.13% | -2.28% | -3.56% |
 | Black King Bar | 1062 | 31.71% | 78.2 | 53.30% | +1.27% | +1.21% | -2.36% | -0.42% |
 | Magic Wand | 1424 | 42.52% | 77.1 | 52.11% | -0.57% | +4.07% | -1.27% | -0.54% |
 | Quelling Blade | 2401 | 71.69% | 76.8 | 51.23% | -4.26% | +1.27% | -3.06% | -4.33% |
 | Spark of Courage | 492 | 14.69% | 76.7 | 54.07% | +1.92% | -8.54% | +0.40% | 4.47% |
 | Orb of Destruction | 641 | 19.14% | 75.5 | 52.57% | +0.17% | -4.44% | -1.32% | 1.56% |
 | Occult Bracelet | 624 | 18.63% | 74.9 | 52.24% | -0.24% | -4.16% | +4.17% | 2.78% |
 | Nullifier | 597 | 17.83% | 74.8 | 52.26% | -0.21% | +4.12% | -4.61% | -0.86% |
 | Broom Handle | 590 | 17.62% | 74.4 | 52.03% | -0.49% | +0.67% | -3.05% | -1.24% |
 | Void Stone | 654 | 19.53% | 74.3 | 51.68% | -0.94% | +0.15% | -3.21% | -0.20% |
 | Duelist Gloves | 359 | 10.72% | 74.0 | 53.20% | +0.86% | -0.98% | -4.31% | -1.11% |
 | Specialist's Array | 372 | 11.11% | 73.8 | 52.96% | +0.59% | -0.27% | -2.42% | -1.08% |
 | Fluffy Hat | 330 | 9.85% | 73.7 | 53.33% | +0.99% | -2.73% | -4.55% | -0.13% |
 | Dragon Scale | 353 | 10.54% | 73.5 | 52.97% | +0.60% | -6.38% | -1.83% | 2.28% |
 | Titan Sliver | 446 | 13.32% | 72.5 | 51.57% | -1.00% | -1.57% | +6.09% | 3.83% |
 | Seeds of Serenity | 116 | 3.46% | 72.5 | 57.76% | +5.52% | +4.31% | +7.76% | 1.73% |
 | Penta-Edged Sword | 182 | 5.43% | 72.2 | 54.95% | +2.66% | -0.60% | -14.95% | -7.18% |
 | Echo Sabre | 780 | 23.29% | 71.7 | 49.62% | -3.67% | +3.71% | +2.69% | -0.09% |
 | Chainmail | 514 | 15.35% | 71.1 | 50.19% | -2.65% | -4.45% | -2.53% | 0.23% |
 | Vambrace | 416 | 12.42% | 70.6 | 50.48% | -2.23% | +5.29% | +1.44% | -1.93% |
 | Ring of Aquila | 483 | 14.42% | 70.1 | 49.69% | -3.21% | -4.24% | +2.38% | 3.31% |
 | Lance of Pursuit | 126 | 3.76% | 70.0 | 55.56% | +3.25% | -11.81% | -3.95% | 2.62% |
 | Skull Basher | 162 | 4.84% | 69.5 | 53.70% | +1.33% | +4.84% | -8.70% | -1.28% |
 | Blight Stone | 425 | 12.69% | 69.4 | 49.65% | -3.19% | -12.86% | +3.18% | 1.04% |
 | Blink Dagger | 432 | 12.90% | 69.0 | 49.31% | -3.59% | -2.09% | +7.17% | 0.68% |
 | Bottle | 163 | 4.87% | 68.1 | 52.76% | +0.34% | +5.78% | -1.54% | -7.32% |
 | Linken's Sphere | 72 | 2.15% | 67.8 | 58.33% | +6.03% | +8.34% | +2.78% | -0.51% |
 | Pupil's Gift | 265 | 7.91% | 67.7 | 50.19% | -2.44% | +1.33% | +1.33% | 0.00% |
 | Manta Style | 320 | 9.56% | 67.6 | 49.38% | -3.38% | +9.37% | +0.62% | -1.06% |
 | Power Treads | 725 | 21.65% | 67.2 | 46.76% | -7.24% | -2.01% | +1.31% | 0.26% |
 | Yasha | 365 | 10.90% | 67.0 | 48.49% | -4.43% | -0.14% | +4.26% | 0.47% |
 | Heaven's Halberd | 57 | 1.70% | 66.4 | 59.65% | +7.34% | +4.64% | -16.79% | 0.00% |
 | Bullwhip | 84 | 2.51% | 66.2 | 55.95% | +3.61% | +1.19% | -3.57% | -2.38% |
 | Pig Pole | 550 | 16.42% | 65.1 | 46.00% | -7.70% | -3.25% | -1.47% | 0.59% |
 | Sange | 69 | 2.06% | 64.6 | 56.52% | +4.17% | +8.19% | -9.46% | 0.00% |
 | Wraith Band | 399 | 11.91% | 63.5 | 45.86% | -7.46% | +5.14% | +4.14% | -0.26% |
 | Ring of Health | 218 | 6.51% | 63.4 | 48.17% | -4.56% | +4.56% | +3.68% | -0.03% |
 | Vindicator's Axe | 221 | 6.60% | 63.2 | 47.96% | -4.79% | +4.77% | -0.69% | -2.73% |
 | Boots of Travel | 205 | 6.12% | 63.2 | 48.29% | -4.41% | -1.23% | -9.07% | -0.37% |
 | Cornucopia | 400 | 11.94% | 62.9 | 45.50% | -7.87% | +0.50% | -5.50% | -0.29% |
 | Satanic | 33 | 0.99% | 62.7 | 63.64% | +11.32% | +11.36% | -1.14% | 0.00% |
 | Quickening Charm | 168 | 5.02% | 61.6 | 48.21% | -4.45% | -7.73% | -5.35% | 1.19% |
 | Orchid Malevolence | 215 | 6.42% | 61.6 | 46.98% | -5.83% | -11.79% | -9.94% | 0.16% |
 | Headdress | 40 | 1.19% | 61.2 | 60.00% | +7.66% | +20.00% | 0.00% | 0.00% |
 | Vanguard | 62 | 1.85% | 60.7 | 54.84% | +2.45% | +13.91% | +5.16% | 0.00% |
 | Orb of Corrosion | 26 | 0.78% | 60.2 | 65.38% | +13.05% | -36.81% | +17.95% | 0.00% |
 | Eye of Skadi | 45 | 1.34% | 60.0 | 57.78% | +5.42% | -3.23% | +14.95% | 0.00% |
 | Bracer | 353 | 10.54% | 60.0 | 43.91% | -9.53% | +4.95% | -0.73% | -4.11% |
 | Crown | 270 | 8.06% | 59.8 | 44.81% | -8.29% | -6.57% | +2.95% | 1.03% |
 | Defiant Shell | 463 | 13.83% | 59.2 | 42.55% | -11.47% | +5.73% | -6.34% | -6.04% |
 | Pipe of Insight | 37 | 1.10% | 59.0 | 59.46% | +7.10% | +29.43% | -3.90% | 0.00% |
 | Elven Tunic | 208 | 6.21% | 58.7 | 45.19% | -7.72% | -14.42% | +4.81% | 9.62% |
 | Javelin | 145 | 4.33% | 58.5 | 46.90% | -5.78% | +0.32% | -10.79% | -0.44% |
 | Revenant's Brooch | 11 | 0.33% | 58.4 | 81.82% | +29.48% | +18.18% | +18.18% | 0.00% |
 | Faded Broach | 49 | 1.46% | 57.6 | 55.10% | +2.71% | -5.10% | +11.57% | 0.00% |
 | Mind Breaker | 200 | 5.97% | 57.5 | 44.50% | -8.44% | -2.50% | +1.50% | 2.00% |
 | Orb of Venom | 128 | 3.82% | 57.4 | 46.88% | -5.77% | -6.25% | -6.25% | 0.00% |
 | Bloodthorn | 38 | 1.13% | 57.3 | 57.89% | +5.52% | +12.11% | -13.45% | 0.00% |
 | Abyssal Blade | 54 | 1.61% | 57.1 | 53.70% | +1.29% | +17.73% | +7.84% | 0.00% |
 | Enchanted Quiver | 34 | 1.02% | 56.6 | 58.82% | +6.45% | -14.38% | -8.82% | 0.00% |
 | Silver Edge | 149 | 4.45% | 55.9 | 44.97% | -7.81% | +3.68% | -1.73% | -0.44% |
 | Crystalys | 147 | 4.39% | 55.7 | 44.90% | -7.88% | +6.45% | -7.06% | -1.13% |
 | Ghost Scepter | 154 | 4.60% | 55.0 | 44.16% | -8.67% | +7.12% | -9.95% | -1.66% |
 | Dandelion Amulet | 24 | 0.72% | 54.6 | 62.50% | +10.14% | +4.17% | -29.17% | 0.00% |
 | Shadow Blade | 174 | 5.20% | 53.6 | 42.53% | -10.45% | +5.20% | +3.98% | -0.10% |
 | Philosopher's Stone | 43 | 1.28% | 53.4 | 53.49% | +1.07% | +1.06% | +10.15% | 0.00% |
 | Cloak of Flames | 112 | 3.34% | 53.0 | 44.64% | -8.06% | +1.79% | +12.50% | 5.36% |
 | Mage Slayer | 41 | 1.22% | 52.9 | 53.66% | +1.24% | -3.66% | -13.66% | 0.00% |
 | Ogre Seal Totem | 104 | 3.11% | 51.7 | 44.23% | -8.47% | +1.92% | -1.92% | -1.92% |
 | Tumbler's Toy | 23 | 0.69% | 51.6 | 60.87% | +8.49% | +22.46% | -10.87% | 0.00% |
 | Spell Prism | 136 | 4.06% | 50.8 | 41.91% | -10.97% | -0.73% | -6.62% | -2.95% |
 | Mjollnir | 7 | 0.21% | 47.8 | 85.71% | +33.35% | -35.71% | +14.29% | 0.00% |
 | Sange and Yasha | 7 | 0.21% | 47.8 | 85.71% | +33.35% | +14.29% | +14.29% | 0.00% |
 | Paladin Sword | 81 | 2.42% | 46.0 | 41.98% | -10.71% | -1.98% | -11.98% | -5.00% |
 | Monkey King Bar | 42 | 1.25% | 45.3 | 47.62% | -4.87% | +6.93% | +2.38% | 0.00% |
 | Ninja Gear | 100 | 2.99% | 44.0 | 39.00% | -13.85% | +5.00% | +5.00% | 0.00% |
 | Medallion of Courage | 71 | 2.12% | 43.1 | 40.85% | -11.83% | +3.59% | +3.59% | 0.00% |
 | Gossamer Cape | 75 | 2.24% | 42.5 | 40.00% | -12.72% | +12.63% | -3.16% | -7.90% |
 | Butterfly | 10 | 0.30% | 42.2 | 70.00% | +17.62% | +30.00% | -20.00% | 0.00% |
 | Maelstrom | 10 | 0.30% | 42.2 | 70.00% | +17.62% | -36.67% | +30.00% | 0.00% |
 | Overwhelming Blink | 4 | 0.12% | 41.7 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% |
 | Ascetic's Cap | 20 | 0.60% | 41.6 | 55.00% | +2.58% | +25.00% | -15.00% | 0.00% |
 | Shiva's Guard | 8 | 0.24% | 41.1 | 75.00% | +22.62% | -25.00% | -25.00% | 0.00% |
 | Solar Crest | 55 | 1.64% | 39.0 | 40.00% | -12.64% | +10.00% | -4.29% | 0.00% |
 | Witch Blade | 16 | 0.48% | 38.5 | 56.25% | +3.83% | +18.75% | -6.25% | 0.00% |
 | Radiance | 11 | 0.33% | 38.0 | 63.64% | +11.24% | -30.31% | -30.31% | 0.00% |
 | Swift Blink | 11 | 0.33% | 38.0 | 63.64% | +11.24% | +3.03% | -30.31% | 0.00% |
 | Havoc Hammer | 64 | 1.91% | 37.5 | 37.50% | -15.22% | -6.25% | -6.25% | 0.00% |
 | Trickster Cloak | 83 | 2.48% | 36.8 | 34.94% | -17.94% | -1.61% | -6.37% | -2.38% |
 | Diffusal Blade | 23 | 0.69% | 36.0 | 47.83% | -4.64% | -47.83% | +18.84% | 0.00% |
 | Armlet of Mordiggian | 36 | 1.07% | 35.7 | 41.67% | -10.88% | -8.34% | +13.89% | 0.00% |
 | Rod of Atos | 33 | 0.99% | 35.4 | 42.42% | -10.11% | +7.58% | -17.42% | 0.00% |
 | Meteor Hammer | 7 | 0.21% | 34.3 | 71.43% | +19.04% | +28.57% | -21.43% | 0.00% |
 | Heart of Tarrasque | 7 | 0.21% | 34.3 | 71.43% | +19.04% | -21.43% | +28.57% | 0.00% |
 | Aghanim's Blessing | 21 | 0.63% | 34.2 | 47.62% | -4.84% | +12.38% | +32.38% | 0.00% |
 | Force Staff | 3 | 0.09% | 32.3 | 100.00% | +47.61% | 0.00% | 0.00% | 0.00% |
 | Phase Boots | 16 | 0.48% | 32.0 | 50.00% | -2.45% | -50.00% | +25.00% | 0.00% |
 | Vampire Fangs | 37 | 1.10% | 31.5 | 37.84% | -14.76% | -4.51% | -15.62% | 0.00% |
 | Moon Shard | 20 | 0.60% | 30.7 | 45.00% | -7.48% | +15.00% | -5.00% | 0.00% |
 | Book of the Dead | 11 | 0.33% | 29.4 | 54.55% | +2.12% | -21.22% | +12.12% | 0.00% |
 | Divine Rapier | 15 | 0.45% | 27.7 | 46.67% | -5.79% | -46.67% | +3.33% | 0.00% |
 | Hand of Midas | 131 | 3.91% | 27.5 | 25.19% | -28.35% | +5.11% | -0.95% | -0.90% |
 | Trusty Shovel | 28 | 0.84% | 25.7 | 35.71% | -16.86% | -7.14% | -7.14% | 0.00% |
 | Martyr's Plate | 13 | 0.39% | 24.9 | 46.15% | -6.31% | -12.82% | -46.15% | 0.00% |
 | Crimson Guard | 4 | 0.12% | 23.9 | 75.00% | +22.59% | +25.00% | +25.00% | 0.00% |
 | Octarine Core | 4 | 0.12% | 23.9 | 75.00% | +22.59% | +25.00% | +25.00% | 0.00% |
 | Stormcrafter | 10 | 0.30% | 23.8 | 50.00% | -2.44% | +16.67% | -50.00% | 0.00% |
 | Blade Mail | 19 | 0.57% | 21.9 | 36.84% | -15.68% | -16.84% | -16.84% | 0.00% |
 | Mask of Madness | 15 | 0.45% | 21.6 | 40.00% | -12.49% | -15.00% | +35.00% | 0.00% |
 | Refresher Orb | 20 | 0.60% | 20.9 | 35.00% | -17.54% | +45.00% | -35.00% | 0.00% |
 | Mirror Shield | 5 | 0.15% | 19.2 | 60.00% | +7.58% | -60.00% | -60.00% | 0.00% |
 | Boots of Travel 2 | 9 | 0.27% | 18.1 | 44.44% | -8.02% | +55.56% | +5.56% | 0.00% |
 | Ex Machina | 6 | 0.18% | 16.1 | 50.00% | -2.44% | 0.00% | -50.00% | 0.00% |
 | Mekansm | 3 | 0.09% | 14.8 | 66.67% | +14.25% | +33.33% | 0.00% | 0.00% |
 | Spirit Vessel | 3 | 0.09% | 14.8 | 66.67% | +14.25% | -66.67% | 0.00% | 0.00% |
 | Dagon | 3 | 0.09% | 14.8 | 66.67% | +14.25% | +33.33% | 0.00% | 0.00% |
 | Glimmer Cape | 3 | 0.09% | 14.8 | 66.67% | +14.25% | +33.33% | 0.00% | 0.00% |
 | Dagon (level 2) | 3 | 0.09% | 14.8 | 66.67% | +14.25% | +33.33% | 0.00% | 0.00% |
 | Urn of Shadows | 4 | 0.12% | 11.3 | 50.00% | -2.44% | -50.00% | +50.00% | 0.00% |
 | Pirate Hat | 4 | 0.12% | 11.3 | 50.00% | -2.44% | +50.00% | -50.00% | 0.00% |
 | Fairy's Trinket | 4 | 0.12% | 11.3 | 50.00% | -2.44% | -50.00% | -50.00% | 0.00% |
 | Dragon Lance | 1 | 0.03% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 5) | 1 | 0.03% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Kaya and Sange | 1 | 0.03% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Hurricane Pike | 1 | 0.03% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Kaya | 1 | 0.03% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Aeon Disk | 1 | 0.03% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Disperser | 5 | 0.15% | 9.2 | 40.00% | -12.45% | -40.00% | -40.00% | 0.00% |
 | Grove Bow | 7 | 0.21% | 6.8 | 28.57% | -23.91% | -28.57% | +21.43% | 0.00% |
 | Dagon (level 3) | 2 | 0.06% | 5.7 | 50.00% | -2.44% | +50.00% | 0.00% | 0.00% |
 | Lotus Orb | 2 | 0.06% | 5.7 | 50.00% | -2.44% | -50.00% | 0.00% | 0.00% |
 | Eul's Scepter of Divinity | 2 | 0.06% | 5.7 | 50.00% | -2.44% | +50.00% | 0.00% | 0.00% |
 | Psychic Headband | 2 | 0.06% | 5.7 | 50.00% | -2.44% | +50.00% | 0.00% | 0.00% |
 | Battle Fury | 3 | 0.09% | 4.0 | 33.33% | -19.12% | +66.67% | 0.00% | 0.00% |
 | Stygian Desolator | 4 | 0.12% | 3.1 | 25.00% | -27.47% | -25.00% | -25.00% | 0.00% |
 | Giant's Ring | 3 | 0.09% | 0.0 | 0.00% | -52.48% | 0.00% | 0.00% | 0.00% |
 | Force Boots | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Arcane Boots | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Soul Ring | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Gleipnir | 2 | 0.06% | 0.0 | 0.00% | -52.46% | 0.00% | 0.00% | 0.00% |
 | Timeless Relic | 1 | 0.03% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Ceremonial Robe | 5 | 0.15% | 0.0 | 0.00% | -52.51% | 0.00% | 0.00% | 0.00% |