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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) | |
 | Overwhelming Blink | 24 | 1.83% | 100.0 | 91.67% | +51.05% | -8.34% | -8.34% | 0.00% |
 | Satanic | 255 | 19.39% | 90.9 | 67.06% | +31.65% | +12.63% | -15.50% | -3.59% |
 | Harpoon | 368 | 27.98% | 84.4 | 61.41% | +27.58% | +2.72% | -3.80% | -0.72% |
 | Assault Cuirass | 112 | 8.52% | 80.9 | 64.29% | +24.86% | 0.00% | -7.15% | -0.76% |
 | Headdress | 40 | 3.04% | 79.9 | 72.50% | +31.92% | +7.50% | +7.50% | 0.00% |
 | Daedalus | 481 | 36.58% | 79.0 | 56.96% | +24.31% | +12.46% | -6.55% | -2.84% |
 | Mekansm | 15 | 1.14% | 77.9 | 86.67% | +45.64% | +13.33% | -11.67% | 0.00% |
 | Aghanim's Blessing | 72 | 5.48% | 77.7 | 65.28% | +25.10% | -4.17% | -15.28% | -1.47% |
 | Buckler | 150 | 11.41% | 75.2 | 58.67% | +19.32% | -0.78% | -3.41% | -0.25% |
 | Diadem | 367 | 27.91% | 75.1 | 55.04% | +18.71% | +0.87% | -5.04% | -0.51% |
 | Aghanim's Shard | 397 | 30.19% | 74.6 | 54.41% | +18.42% | -4.41% | +4.01% | 0.64% |
 | Boots of Bearing | 27 | 2.05% | 74.5 | 74.07% | +33.20% | -2.64% | -16.93% | 0.00% |
 | Meteor Hammer | 8 | 0.61% | 74.2 | 100.00% | +58.81% | 0.00% | 0.00% | 0.00% |
 | Arcane Boots | 50 | 3.80% | 71.0 | 64.00% | +23.34% | -14.00% | +5.23% | 7.85% |
 | Crystalys | 662 | 50.34% | 71.0 | 50.60% | +18.24% | +9.28% | -5.09% | -2.25% |
 | Sange and Yasha | 149 | 11.33% | 70.8 | 55.70% | +15.96% | +7.46% | -0.44% | -1.31% |
 | Swift Blink | 79 | 6.01% | 70.4 | 59.49% | +19.09% | +10.51% | -14.49% | -3.05% |
 | Pipe of Insight | 25 | 1.90% | 69.9 | 72.00% | +31.04% | +13.71% | -0.57% | 0.00% |
 | Yasha | 151 | 11.48% | 69.9 | 54.97% | +15.16% | +10.82% | +0.29% | -1.79% |
 | Ring of Basilius | 72 | 5.48% | 69.7 | 59.72% | +19.22% | -4.16% | -15.28% | -1.65% |
 | Defiant Shell | 153 | 11.63% | 68.9 | 54.25% | +14.37% | -2.56% | +3.56% | 6.12% |
 | Bloodthorn | 40 | 3.04% | 68.9 | 65.00% | +24.18% | +15.00% | -15.00% | -3.79% |
 | Mind Breaker | 83 | 6.31% | 68.6 | 57.83% | +17.38% | -1.42% | -5.83% | -2.21% |
 | Monkey King Bar | 106 | 8.06% | 67.9 | 55.66% | +15.35% | +11.01% | -7.51% | -2.04% |
 | Sange | 172 | 13.08% | 67.9 | 52.91% | +13.07% | +9.88% | -4.07% | -1.93% |
 | Ring of Tarrasque | 60 | 4.56% | 67.8 | 60.00% | +19.33% | +6.67% | +6.67% | 0.00% |
 | Aghanim's Scepter | 372 | 28.29% | 67.2 | 49.46% | +11.03% | +10.76% | -4.78% | -1.83% |
 | Wind Lace | 262 | 19.92% | 66.3 | 50.00% | +10.55% | -6.06% | +1.52% | 0.83% |
 | Ring of Protection | 241 | 18.33% | 66.1 | 50.21% | +10.60% | -7.59% | +3.89% | 0.46% |
 | Cornucopia | 79 | 6.01% | 65.0 | 55.70% | +15.05% | -10.70% | -0.70% | 0.50% |
 | Blink Dagger | 591 | 44.94% | 65.0 | 46.70% | +9.36% | +6.00% | -8.19% | -2.26% |
 | Heart of Tarrasque | 23 | 1.75% | 64.6 | 69.57% | +28.52% | +13.76% | +13.76% | 0.00% |
 | Chainmail | 239 | 18.17% | 64.3 | 48.95% | +9.04% | -3.95% | +6.98% | 1.88% |
 | Ring of Health | 70 | 5.32% | 63.7 | 55.71% | +14.95% | -11.27% | +10.96% | 1.48% |
 | Javelin | 156 | 11.86% | 63.0 | 50.00% | +9.59% | -1.28% | -3.85% | -0.21% |
 | Lotus Orb | 18 | 1.37% | 62.5 | 72.22% | +31.09% | -12.22% | +7.78% | 0.00% |
 | Psychic Headband | 6 | 0.46% | 61.5 | 100.00% | +58.72% | 0.00% | 0.00% | 0.00% |
 | Kaya | 6 | 0.46% | 61.5 | 100.00% | +58.72% | 0.00% | 0.00% | 0.00% |
 | Drum of Endurance | 53 | 4.03% | 61.4 | 56.60% | +15.68% | +0.54% | -6.60% | -0.69% |
 | Black King Bar | 871 | 66.24% | 60.7 | 42.94% | +4.11% | +7.74% | -4.58% | -2.52% |
 | Void Stone | 940 | 71.48% | 60.2 | 42.45% | +3.15% | +7.34% | -0.50% | -2.02% |
 | Magic Stick | 1005 | 76.43% | 60.0 | 42.19% | +2.71% | +2.34% | -0.17% | -2.47% |
 | Force Staff | 13 | 0.99% | 59.9 | 76.92% | +35.72% | -1.92% | +23.08% | 0.00% |
 | Rattlecage | 13 | 0.99% | 59.9 | 76.92% | +35.72% | +23.08% | -10.25% | 0.00% |
 | Boots of Speed | 1308 | 99.47% | 59.6 | 41.44% | -25.23% | +5.09% | -1.93% | -2.48% |
 | Elven Tunic | 143 | 10.87% | 58.9 | 47.55% | +6.73% | -1.98% | +9.21% | 5.60% |
 | Echo Sabre | 1014 | 77.11% | 58.8 | 41.32% | -1.01% | +13.76% | -13.98% | -11.02% |
 | Magic Wand | 648 | 49.28% | 58.5 | 41.98% | +0.84% | +4.32% | -7.62% | -2.29% |
 | Morbid Mask | 1087 | 82.66% | 58.0 | 40.66% | -5.15% | +2.04% | -5.00% | -3.37% |
 | Broom Handle | 302 | 22.97% | 58.0 | 43.71% | +2.80% | -1.92% | +1.53% | 3.45% |
 | Quelling Blade | 1165 | 88.59% | 57.9 | 40.43% | -9.91% | +0.71% | -2.05% | -2.76% |
 | Mask of Madness | 1058 | 80.46% | 57.4 | 40.26% | -6.62% | +9.93% | -9.06% | -8.90% |
 | Boots of Travel | 32 | 2.43% | 57.4 | 59.38% | +18.27% | -9.38% | -9.38% | 0.00% |
 | Power Treads | 1055 | 80.23% | 57.3 | 40.19% | -6.91% | +11.50% | -11.02% | -10.20% |
 | Crown | 89 | 6.77% | 55.9 | 48.31% | +7.25% | -4.83% | +16.91% | 1.76% |
 | Guardian Greaves | 10 | 0.76% | 55.9 | 80.00% | +38.74% | +20.00% | -13.33% | 0.00% |
 | Bracer | 873 | 66.39% | 55.8 | 39.52% | -6.06% | +1.39% | +1.58% | 0.14% |
 | Linken's Sphere | 18 | 1.37% | 55.3 | 66.67% | +25.47% | -26.67% | -6.67% | 0.00% |
 | Pavise | 31 | 2.36% | 55.1 | 58.06% | +16.91% | -20.56% | +16.94% | 0.00% |
 | Vambrace | 321 | 24.41% | 55.1 | 41.43% | -0.16% | +0.73% | -1.26% | -1.99% |
 | Orchid Malevolence | 59 | 4.49% | 54.9 | 50.85% | +9.73% | -37.52% | +2.48% | 2.95% |
 | Moon Shard | 29 | 2.21% | 54.7 | 58.62% | +17.45% | +16.38% | -8.62% | 0.00% |
 | Solar Crest | 29 | 2.21% | 54.7 | 58.62% | +17.45% | -8.62% | +16.38% | 0.00% |
 | Paladin Sword | 139 | 10.57% | 54.6 | 44.60% | +3.41% | -4.32% | +13.73% | 9.03% |
 | Pig Pole | 146 | 11.10% | 53.9 | 43.84% | +2.57% | -2.02% | +2.31% | 2.17% |
 | Pupil's Gift | 95 | 7.22% | 53.8 | 46.32% | +5.14% | +0.35% | -0.61% | -0.96% |
 | Tranquil Boots | 53 | 4.03% | 53.7 | 50.94% | +9.78% | +6.20% | -0.94% | -1.44% |
 | Bullwhip | 68 | 5.17% | 53.4 | 48.53% | +7.36% | -0.05% | +6.02% | 3.04% |
 | Arcane Ring | 39 | 2.97% | 53.3 | 53.85% | +12.67% | -17.01% | +27.40% | 22.21% |
 | Faded Broach | 32 | 2.43% | 53.3 | 56.25% | +15.06% | -2.40% | -6.25% | 0.00% |
 | Gossamer Cape | 69 | 5.25% | 52.6 | 47.83% | +6.63% | +4.80% | -5.89% | -10.69% |
 | Vladmir's Offering | 28 | 2.13% | 52.1 | 57.14% | +15.93% | 0.00% | 0.00% | 0.00% |
 | Phase Boots | 131 | 9.96% | 51.6 | 42.75% | +1.33% | -3.36% | +4.13% | 3.20% |
 | Spark of Courage | 170 | 12.93% | 51.2 | 41.18% | -0.43% | +0.09% | +2.82% | 1.37% |
 | Fluffy Hat | 130 | 9.89% | 50.9 | 42.31% | +0.84% | -2.92% | -5.95% | -0.23% |
 | Butterfly | 7 | 0.53% | 50.9 | 85.71% | +44.39% | +14.29% | -35.71% | 0.00% |
 | Bottle | 64 | 4.87% | 50.5 | 46.88% | +5.60% | -3.13% | +15.62% | 15.90% |
 | Eye of the Vizier | 13 | 0.99% | 50.5 | 69.23% | +27.95% | -29.23% | +5.77% | 0.00% |
 | Specialist's Array | 195 | 14.83% | 50.5 | 40.00% | -1.82% | +2.54% | -5.57% | -8.11% |
 | Duelist Gloves | 221 | 16.81% | 50.3 | 39.37% | -2.62% | -0.66% | +3.96% | 2.31% |
 | Dragon Scale | 132 | 10.04% | 50.2 | 41.67% | +0.13% | -2.85% | +5.14% | 7.99% |
 | Nullifier | 9 | 0.68% | 50.1 | 77.78% | +36.48% | +22.22% | +22.22% | 0.00% |
 | Vindicator's Axe | 174 | 13.23% | 50.1 | 40.23% | -1.52% | +4.67% | -6.02% | -10.69% |
 | Orb of Destruction | 135 | 10.27% | 50.1 | 41.48% | -0.08% | +1.38% | -3.64% | -5.02% |
 | Ninja Gear | 39 | 2.97% | 49.9 | 51.28% | +10.03% | +8.72% | -9.17% | -17.89% |
 | Helm of Iron Will | 92 | 7.00% | 49.6 | 43.48% | +2.07% | -4.35% | +17.39% | 1.30% |
 | Trickster Cloak | 23 | 1.75% | 47.8 | 56.52% | +15.23% | +5.98% | -6.52% | 0.00% |
 | Vampire Fangs | 112 | 8.52% | 46.9 | 40.18% | -1.50% | +5.77% | -11.23% | -17.00% |
 | Occult Bracelet | 72 | 5.48% | 46.7 | 43.06% | +1.59% | +0.69% | +6.94% | 3.13% |
 | Havoc Hammer | 58 | 4.41% | 46.7 | 44.83% | +3.43% | -2.41% | +3.17% | 5.58% |
 | Ghost Scepter | 34 | 2.59% | 46.3 | 50.00% | +8.67% | -5.56% | +5.56% | 0.00% |
 | Dandelion Amulet | 12 | 0.91% | 45.5 | 66.67% | +25.35% | -9.53% | +13.33% | 0.00% |
 | Wraith Band | 30 | 2.28% | 44.3 | 50.00% | +8.64% | -12.50% | +12.50% | 0.00% |
 | Blade Mail | 8 | 0.61% | 43.7 | 75.00% | +33.65% | +25.00% | -25.00% | 0.00% |
 | Trusty Shovel | 36 | 2.74% | 43.6 | 47.22% | +5.83% | -13.89% | +30.56% | 19.76% |
 | Safety Bubble | 109 | 8.29% | 43.2 | 37.61% | -4.30% | -1.07% | +0.85% | 0.96% |
 | Refresher Orb | 16 | 1.22% | 40.4 | 56.25% | +14.88% | -6.25% | -6.25% | 0.00% |
 | Shadow Blade | 77 | 5.86% | 40.3 | 37.66% | -4.13% | +2.34% | +0.44% | -0.14% |
 | Orb of Venom | 33 | 2.51% | 40.2 | 45.45% | +4.00% | +10.11% | -1.01% | 0.00% |
 | Seeds of Serenity | 104 | 7.91% | 40.1 | 35.58% | -6.49% | -5.85% | +19.98% | 12.92% |
 | Silver Edge | 56 | 4.26% | 39.2 | 39.29% | -2.36% | -3.58% | -12.62% | -0.73% |
 | Khanda | 26 | 1.98% | 37.5 | 46.15% | +4.69% | +25.28% | -17.58% | 0.00% |
 | Nemesis Curse | 81 | 6.16% | 36.7 | 34.57% | -7.44% | -4.57% | +0.21% | 2.39% |
 | Vanguard | 7 | 0.53% | 36.7 | 71.43% | +30.04% | +28.57% | +28.57% | 0.00% |
 | Ancient Guardian | 40 | 3.04% | 36.2 | 40.00% | -1.60% | +10.00% | -1.54% | -5.77% |
 | Blight Stone | 21 | 1.60% | 35.8 | 47.62% | +6.17% | -14.29% | +35.71% | 0.00% |
 | Giant's Ring | 5 | 0.38% | 35.1 | 80.00% | +38.59% | +20.00% | -30.00% | 0.00% |
 | Crimson Guard | 5 | 0.38% | 35.1 | 80.00% | +38.59% | +20.00% | -30.00% | 0.00% |
 | Aether Lens | 3 | 0.23% | 35.1 | 100.00% | +58.58% | 0.00% | 0.00% | 0.00% |
 | Cloak of Flames | 25 | 1.90% | 34.5 | 44.00% | +2.49% | +6.00% | +6.00% | 0.00% |
 | Skull Basher | 10 | 0.76% | 34.5 | 60.00% | +18.59% | +40.00% | -26.67% | 0.00% |
 | Eul's Scepter of Divinity | 10 | 0.76% | 34.5 | 60.00% | +18.59% | +6.67% | +6.67% | 0.00% |
 | Heaven's Halberd | 13 | 0.99% | 33.8 | 53.85% | +12.42% | -28.85% | +46.15% | 0.00% |
 | Armlet of Mordiggian | 54 | 4.11% | 33.7 | 35.19% | -6.64% | +0.52% | +0.52% | 0.00% |
 | Ogre Seal Totem | 77 | 5.86% | 33.6 | 32.47% | -9.65% | -2.74% | -0.47% | 1.14% |
 | Spirit Vessel | 8 | 0.61% | 32.0 | 62.50% | +21.08% | +37.50% | -62.50% | 0.00% |
 | Royal Jelly | 38 | 2.89% | 31.8 | 36.84% | -4.85% | +4.34% | -6.84% | -4.07% |
 | Enchanted Quiver | 11 | 0.84% | 31.3 | 54.55% | +13.11% | +12.12% | +5.45% | 0.00% |
 | Aviana's Feather | 39 | 2.97% | 31.1 | 35.90% | -5.83% | +14.10% | -20.11% | -17.11% |
 | Ascetic's Cap | 18 | 1.37% | 30.0 | 44.44% | +2.93% | -4.44% | -2.77% | 0.00% |
 | Divine Rapier | 15 | 1.14% | 29.3 | 46.67% | +5.18% | -21.67% | +3.33% | 0.00% |
 | Boots of Travel 2 | 6 | 0.46% | 29.1 | 66.67% | +25.23% | +33.33% | +33.33% | 0.00% |
 | Phylactery | 26 | 1.98% | 29.0 | 38.46% | -3.15% | +32.97% | -24.17% | 0.00% |
 | Philosopher's Stone | 17 | 1.29% | 25.9 | 41.18% | -0.38% | -7.85% | +8.82% | 0.00% |
 | Martyr's Plate | 7 | 0.53% | 24.9 | 57.14% | +15.67% | -23.81% | -7.14% | 0.00% |
 | Hand of Midas | 18 | 1.37% | 24.5 | 38.89% | -2.70% | -18.89% | -38.89% | 0.00% |
 | Veil of Discord | 2 | 0.15% | 23.8 | 100.00% | +58.54% | 0.00% | 0.00% | 0.00% |
 | Soul Ring | 11 | 0.84% | 23.3 | 45.45% | +3.93% | +21.22% | +21.22% | 0.00% |
 | Craggy Coat | 19 | 1.44% | 23.3 | 36.84% | -4.78% | -3.51% | +13.16% | 0.00% |
 | Urn of Shadows | 15 | 1.14% | 23.1 | 40.00% | -1.57% | +35.00% | -40.00% | 0.00% |
 | Mirror Shield | 5 | 0.38% | 20.8 | 60.00% | +18.52% | +6.67% | -10.00% | 0.00% |
 | Scythe of Vyse | 3 | 0.23% | 16.1 | 66.67% | +25.17% | +33.33% | -66.67% | 0.00% |
 | Grove Bow | 23 | 1.75% | 15.5 | 26.09% | -15.74% | +7.24% | -7.91% | 0.00% |
 | Pirate Hat | 4 | 0.30% | 12.3 | 50.00% | +8.47% | -16.67% | +50.00% | 0.00% |
 | Light Collector | 23 | 1.75% | 11.8 | 21.74% | -20.17% | -0.31% | +0.48% | 0.00% |
 | Dragon Lance | 1 | 0.08% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Arcane Blink | 1 | 0.08% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Shiva's Guard | 1 | 0.08% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Hurricane Pike | 1 | 0.08% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Rod of Atos | 1 | 0.08% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Apex | 1 | 0.08% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Battle Fury | 1 | 0.08% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Wind Waker | 1 | 0.08% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Desolator | 1 | 0.08% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Timeless Relic | 1 | 0.08% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Ceremonial Robe | 5 | 0.38% | 10.1 | 40.00% | -1.56% | +10.00% | -40.00% | 0.00% |
 | Glimmer Cape | 8 | 0.61% | 6.7 | 25.00% | -16.65% | +75.00% | -25.00% | 0.00% |
 | Abyssal Blade | 2 | 0.15% | 6.2 | 50.00% | +8.46% | -50.00% | +50.00% | 0.00% |
 | Lance of Pursuit | 9 | 0.68% | 6.0 | 22.22% | -19.47% | +2.78% | +2.78% | 0.00% |
 | Null Talisman | 3 | 0.23% | 4.4 | 33.33% | -8.24% | -33.33% | +66.67% | 0.00% |
 | Fairy's Trinket | 3 | 0.23% | 4.4 | 33.33% | -8.24% | +66.67% | -33.33% | 0.00% |
 | Stormcrafter | 4 | 0.30% | 3.4 | 25.00% | -16.60% | -25.00% | +25.00% | 0.00% |
 | Orb of Corrosion | 7 | 0.53% | 2.2 | 14.29% | -27.41% | +35.71% | -14.29% | 0.00% |
 | Eternal Shroud | 1 | 0.08% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Telescope | 1 | 0.08% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Stygian Desolator | 2 | 0.15% | 0.0 | 0.00% | -41.62% | 0.00% | 0.00% | 0.00% |
 | Force Boots | 1 | 0.08% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |