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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) | |
 | Assault Cuirass | 455 | 5.96% | 100.0 | 74.51% | +27.94% | +10.58% | -3.21% | -1.57% |
 | Swift Blink | 1396 | 18.29% | 99.3 | 71.63% | +28.64% | +14.90% | -12.89% | -3.50% |
 | Satanic | 1850 | 24.23% | 98.2 | 70.49% | +29.38% | +11.80% | -10.45% | -3.01% |
 | Buckler | 496 | 6.50% | 98.1 | 72.98% | +26.47% | +5.42% | -5.24% | -1.10% |
 | Ring of Protection | 552 | 7.23% | 94.1 | 69.93% | +23.39% | -3.26% | -3.99% | -0.07% |
 | Moon Shard | 254 | 3.33% | 90.3 | 70.08% | +22.60% | +1.80% | -4.45% | -0.42% |
 | Abyssal Blade | 143 | 1.87% | 89.7 | 72.73% | +24.97% | +10.60% | -11.62% | -2.42% |
 | Aghanim's Shard | 1444 | 18.92% | 89.6 | 64.82% | +20.46% | +4.69% | -5.54% | -0.94% |
 | Aghanim's Scepter | 1143 | 14.97% | 88.6 | 64.48% | +19.11% | -0.14% | -4.69% | -0.30% |
 | Daedalus | 2924 | 38.30% | 88.3 | 63.00% | +23.93% | +13.05% | -11.36% | -4.07% |
 | Overwhelming Blink | 138 | 1.81% | 87.9 | 71.74% | +23.94% | +8.26% | -6.03% | -1.86% |
 | Harpoon | 4396 | 57.58% | 87.5 | 62.08% | +32.65% | +1.83% | -7.40% | -1.06% |
 | Aghanim's Blessing | 549 | 7.19% | 87.5 | 65.39% | +18.49% | +17.94% | -7.84% | -2.58% |
 | Sange and Yasha | 1909 | 25.01% | 86.9 | 62.49% | +19.01% | +8.14% | -1.78% | -1.59% |
 | Diadem | 4379 | 57.36% | 86.4 | 61.34% | +30.74% | +2.51% | -8.47% | -1.20% |
 | Boots of Travel | 91 | 1.19% | 86.2 | 73.63% | +25.70% | -4.06% | -8.41% | -0.34% |
 | Sange | 2037 | 26.68% | 85.9 | 61.71% | +18.38% | +5.22% | +0.05% | -0.70% |
 | Butterfly | 182 | 2.38% | 85.8 | 68.68% | +20.95% | +18.28% | -9.98% | -2.81% |
 | Yasha | 1940 | 25.41% | 85.6 | 61.60% | +17.92% | +5.07% | -2.34% | -1.11% |
 | Bloodthorn | 284 | 3.72% | 85.3 | 66.20% | +18.66% | +12.97% | -7.87% | -2.54% |
 | Desolator | 14 | 0.18% | 83.7 | 100.00% | +51.86% | 0.00% | 0.00% | 0.00% |
 | Skull Basher | 194 | 2.54% | 80.1 | 64.43% | +16.62% | +9.04% | -9.33% | -1.74% |
 | Silver Edge | 600 | 7.86% | 78.4 | 58.83% | +11.50% | -1.50% | -2.91% | -0.14% |
 | Orchid Malevolence | 344 | 4.51% | 77.3 | 59.88% | +12.20% | +11.05% | -6.39% | -1.56% |
 | Crystalys | 5132 | 67.23% | 76.7 | 54.36% | +18.71% | +7.85% | -9.39% | -2.64% |
 | Cornucopia | 474 | 6.21% | 76.0 | 57.81% | +10.21% | +11.10% | +1.01% | -0.58% |
 | Refresher Orb | 138 | 1.81% | 74.2 | 62.32% | +14.35% | -2.32% | +9.11% | 1.03% |
 | Javelin | 1748 | 22.90% | 73.0 | 52.92% | +6.08% | +7.90% | -6.70% | -1.63% |
 | Ogre Seal Totem | 434 | 5.69% | 73.0 | 55.99% | +8.23% | -1.65% | +1.42% | 1.54% |
 | Linken's Sphere | 97 | 1.27% | 72.7 | 63.92% | +15.89% | -3.92% | +16.08% | 1.92% |
 | Ring of Health | 148 | 1.94% | 72.7 | 60.81% | +12.83% | +12.16% | +6.76% | -0.41% |
 | Blink Dagger | 4770 | 62.48% | 72.3 | 51.28% | +8.12% | +14.58% | -7.37% | -3.97% |
 | Ring of Tarrasque | 177 | 2.32% | 72.1 | 59.32% | +11.35% | +2.90% | +9.57% | 0.38% |
 | Revenant's Brooch | 1610 | 21.09% | 71.7 | 52.11% | +4.92% | +10.02% | -15.81% | -4.04% |
 | Monkey King Bar | 1403 | 18.38% | 71.4 | 52.10% | +4.74% | +12.10% | -6.90% | -2.26% |
 | Black King Bar | 5879 | 77.01% | 71.2 | 50.40% | +9.43% | +9.04% | -6.85% | -3.22% |
 | Magic Wand | 4124 | 54.02% | 70.3 | 50.05% | +3.95% | +1.10% | -0.63% | -0.48% |
 | Gunpowder Gauntlet | 1291 | 16.91% | 70.0 | 51.28% | +3.67% | +0.06% | +2.72% | 1.33% |
 | Gale Guard | 321 | 4.20% | 69.3 | 54.52% | +6.56% | -11.78% | +9.37% | 10.58% |
 | Void Stone | 7045 | 92.28% | 69.3 | 48.87% | +8.29% | +10.26% | -15.25% | -8.80% |
 | Echo Sabre | 7004 | 91.75% | 69.2 | 48.86% | +7.59% | +15.68% | -16.51% | -13.89% |
 | Magic Stick | 5982 | 78.36% | 69.2 | 48.91% | +3.15% | -0.20% | +0.13% | 0.33% |
 | Orb of Destruction | 2368 | 31.02% | 69.0 | 49.70% | +2.13% | +0.14% | -0.36% | -0.50% |
 | Morbid Mask | 7323 | 95.93% | 68.8 | 48.53% | +7.37% | +7.12% | -8.90% | -8.11% |
 | Power Treads | 7160 | 93.79% | 68.5 | 48.35% | +1.94% | +6.94% | -7.86% | -8.07% |
 | Magnifying Monocle | 112 | 1.47% | 68.5 | 59.82% | +11.76% | -5.97% | -2.68% | 1.46% |
 | Mask of Madness | 7213 | 94.49% | 68.5 | 48.30% | +1.27% | +10.23% | -13.52% | -12.61% |
 | Boots of Speed | 7631 | 99.96% | 68.4 | 48.24% | +14.91% | +0.35% | -5.61% | -2.79% |
 | Quelling Blade | 7142 | 93.56% | 68.4 | 48.25% | +0.28% | +0.24% | -0.01% | 0.00% |
 | Mind Breaker | 934 | 12.23% | 68.0 | 50.43% | +2.50% | +0.70% | -1.21% | -0.95% |
 | Serrated Shiv | 2089 | 27.36% | 67.5 | 48.78% | +0.75% | +0.93% | -4.72% | -2.83% |
 | Shadow Blade | 784 | 10.27% | 67.4 | 50.38% | +2.39% | +7.20% | -3.95% | -0.99% |
 | Nemesis Curse | 1354 | 17.74% | 67.0 | 49.04% | +0.98% | +1.70% | -1.80% | -1.75% |
 | Spark of Courage | 2263 | 29.64% | 66.8 | 48.17% | -0.09% | +0.24% | -0.36% | -0.60% |
 | Brigand's Blade | 2564 | 33.59% | 66.4 | 47.78% | -0.68% | +2.68% | -4.74% | -7.42% |
 | Bracer | 4554 | 59.65% | 66.2 | 47.06% | -2.91% | -0.47% | -0.24% | 0.20% |
 | Occult Bracelet | 550 | 7.20% | 65.5 | 50.00% | +1.91% | -1.67% | +1.43% | 3.10% |
 | Iron Talon | 1445 | 18.93% | 65.1 | 47.61% | -0.77% | +4.74% | -8.48% | -13.22% |
 | Tumbler's Toy | 566 | 7.41% | 64.9 | 49.47% | +1.34% | +5.10% | -7.03% | -12.13% |
 | Pig Pole | 195 | 2.55% | 64.4 | 53.33% | +5.23% | -3.33% | -7.43% | -2.05% |
 | Mana Draught | 823 | 10.78% | 64.0 | 47.87% | -0.40% | +0.71% | -0.51% | -1.22% |
 | Gossamer Cape | 822 | 10.77% | 63.9 | 47.81% | -0.47% | +4.65% | -6.00% | -10.65% |
 | Crippling Crossbow | 171 | 2.24% | 63.2 | 53.22% | +5.10% | -1.55% | -5.78% | -2.12% |
 | Ninja Gear | 609 | 7.98% | 63.0 | 47.95% | -0.31% | +0.49% | +2.37% | 0.94% |
 | Wind Lace | 403 | 5.28% | 62.6 | 48.88% | +0.68% | -1.36% | -3.34% | -0.35% |
 | Essence Ring | 435 | 5.70% | 61.8 | 48.05% | -0.19% | -0.24% | +0.26% | 0.50% |
 | Ghost Scepter | 23 | 0.30% | 61.4 | 73.91% | +25.76% | -7.24% | -2.48% | 0.00% |
 | Disperser | 11 | 0.14% | 61.3 | 90.91% | +42.74% | +9.09% | -24.24% | 0.00% |
 | Divine Rapier | 58 | 0.76% | 61.0 | 60.34% | +12.20% | -13.67% | +19.66% | 0.00% |
 | Pollywog Charm | 535 | 7.01% | 60.8 | 46.73% | -1.61% | -4.07% | -0.18% | 1.95% |
 | Bottle | 31 | 0.41% | 60.0 | 67.74% | +19.59% | -1.07% | +19.76% | 0.00% |
 | Chainmail | 360 | 4.72% | 59.7 | 47.22% | -1.06% | +6.11% | +3.89% | -0.72% |
 | Ceremonial Robe | 39 | 0.51% | 59.6 | 64.10% | +15.95% | +0.19% | -9.55% | 0.00% |
 | Helm of Iron Will | 166 | 2.17% | 59.3 | 50.60% | +2.42% | -0.60% | -10.12% | -0.76% |
 | Phase Boots | 344 | 4.51% | 59.3 | 47.09% | -1.20% | +12.21% | -2.90% | -5.38% |
 | Heart of Tarrasque | 13 | 0.17% | 59.2 | 84.62% | +36.45% | +15.38% | -9.62% | 0.00% |
 | Nullifier | 112 | 1.47% | 57.4 | 51.79% | +3.61% | +23.21% | -12.50% | -3.54% |
 | Ripper's Lash | 348 | 4.56% | 57.0 | 45.40% | -2.97% | -1.21% | +1.19% | 2.40% |
 | Vladmir's Offering | 25 | 0.33% | 55.8 | 68.00% | +19.83% | +3.43% | +3.43% | 0.00% |
 | Crown | 50 | 0.65% | 55.6 | 58.00% | +9.83% | +3.54% | -19.54% | 0.00% |
 | Ring of Basilius | 61 | 0.80% | 55.6 | 55.74% | +7.57% | -11.99% | +6.76% | 0.00% |
 | Trusty Shovel | 548 | 7.18% | 55.0 | 42.52% | -6.15% | -1.64% | +1.39% | 1.52% |
 | Headdress | 42 | 0.55% | 54.9 | 59.52% | +11.35% | +4.12% | +4.12% | 0.00% |
 | Unrelenting Eye | 9 | 0.12% | 52.2 | 88.89% | +40.71% | +11.11% | -13.89% | 0.00% |
 | Searing Signet | 84 | 1.10% | 52.0 | 50.00% | +1.79% | +15.52% | -16.67% | -16.10% |
 | Boots of Bearing | 31 | 0.41% | 51.8 | 61.29% | +13.11% | +26.21% | -11.29% | 0.00% |
 | Vanguard | 38 | 0.50% | 51.1 | 57.89% | +9.71% | +12.11% | +2.11% | 0.00% |
 | Tranquil Boots | 76 | 1.00% | 50.8 | 50.00% | +1.79% | +18.42% | -2.63% | -5.56% |
 | Wraith Band | 96 | 1.26% | 50.7 | 47.92% | -0.32% | -6.25% | +14.58% | 14.57% |
 | Diffusal Blade | 13 | 0.17% | 50.1 | 76.92% | +28.74% | -1.92% | -1.92% | 0.00% |
 | Drum of Endurance | 82 | 1.07% | 50.1 | 48.78% | +0.55% | -1.16% | -5.92% | -1.07% |
 | Pyrrhic Cloak | 113 | 1.48% | 49.8 | 46.02% | -2.24% | -3.16% | +7.17% | 5.17% |
 | Boots of Travel 2 | 6 | 0.08% | 49.4 | 100.00% | +51.81% | 0.00% | 0.00% | 0.00% |
 | Pipe of Insight | 35 | 0.46% | 48.8 | 57.14% | +8.95% | +9.53% | +9.53% | 0.00% |
 | Eul's Scepter of Divinity | 18 | 0.24% | 46.8 | 66.67% | +18.48% | +13.33% | -6.67% | 0.00% |
 | Arcane Boots | 34 | 0.45% | 46.8 | 55.88% | +7.68% | +10.79% | -0.32% | 0.00% |
 | Mekansm | 8 | 0.10% | 46.6 | 87.50% | +39.31% | +12.50% | -37.50% | 0.00% |
 | Glimmer Cape | 32 | 0.42% | 46.2 | 56.25% | +8.05% | -18.75% | -18.75% | 0.00% |
 | Fluffy Hat | 56 | 0.73% | 44.8 | 48.21% | -0.02% | +8.93% | -5.35% | 0.00% |
 | Pavise | 31 | 0.41% | 44.0 | 54.84% | +6.64% | -4.84% | -4.84% | 0.00% |
 | Orb of Frost | 49 | 0.64% | 43.9 | 48.98% | +0.75% | +12.56% | +4.87% | 0.00% |
 | Alert | 52 | 0.68% | 43.6 | 48.08% | -0.15% | -9.62% | -1.93% | 0.00% |
 | Solar Crest | 29 | 0.38% | 43.2 | 55.17% | +6.96% | -5.17% | -30.17% | 0.00% |
 | Guardian Greaves | 5 | 0.07% | 43.0 | 100.00% | +51.80% | 0.00% | 0.00% | 0.00% |
 | Heaven's Halberd | 22 | 0.29% | 42.6 | 59.09% | +10.89% | +24.24% | -9.09% | 0.00% |
 | Lotus Orb | 13 | 0.17% | 41.9 | 69.23% | +21.03% | +5.77% | -19.23% | 0.00% |
 | Stygian Desolator | 33 | 0.43% | 41.1 | 51.52% | +3.30% | +1.11% | -1.52% | 0.00% |
 | Blight Stone | 31 | 0.41% | 40.3 | 51.61% | +3.39% | +10.89% | +23.39% | 0.00% |
 | Magic Lamp | 17 | 0.22% | 37.1 | 58.82% | +10.61% | +7.85% | -18.82% | 0.00% |
 | Orb of Corrosion | 23 | 0.30% | 35.9 | 52.17% | +3.95% | +14.50% | +14.50% | 0.00% |
 | Tough | 35 | 0.46% | 35.4 | 45.71% | -2.53% | -1.27% | -12.38% | 0.00% |
 | Manta Style | 11 | 0.14% | 32.7 | 63.64% | +15.43% | +3.03% | +3.03% | 0.00% |
 | Armlet of Mordiggian | 32 | 0.42% | 32.1 | 43.75% | -4.50% | -6.25% | -18.75% | 0.00% |
 | Quickened | 14 | 0.18% | 31.7 | 57.14% | +8.92% | -32.14% | +17.86% | 0.00% |
 | Crimson Guard | 14 | 0.18% | 31.7 | 57.14% | +8.92% | +17.86% | -7.14% | 0.00% |
 | Fallen Sky | 20 | 0.26% | 31.3 | 50.00% | +1.77% | +16.67% | -13.64% | 0.00% |
 | Vampiric | 18 | 0.24% | 29.7 | 50.00% | +1.77% | +30.00% | -30.00% | 0.00% |
 | Force Staff | 15 | 0.20% | 29.6 | 53.33% | +5.11% | -28.33% | -3.33% | 0.00% |
 | Wind Waker | 7 | 0.09% | 29.3 | 71.43% | +23.22% | +28.57% | -21.43% | 0.00% |
 | Eye of Skadi | 7 | 0.09% | 29.3 | 71.43% | +23.22% | +28.57% | +28.57% | 0.00% |
 | Whisper of the Dread | 5 | 0.07% | 28.0 | 80.00% | +31.79% | +20.00% | -30.00% | 0.00% |
 | Null Talisman | 19 | 0.25% | 23.3 | 42.11% | -6.14% | +17.89% | +17.89% | 0.00% |
 | Spider Legs | 12 | 0.16% | 23.2 | 50.00% | +1.77% | 0.00% | -16.67% | 0.00% |
 | Hand of Midas | 95 | 1.24% | 21.3 | 24.21% | -24.32% | +9.12% | -15.88% | -4.29% |
 | Minotaur Horn | 18 | 0.24% | 19.9 | 38.89% | -9.36% | -5.56% | +3.97% | 0.00% |
 | Mjollnir | 2 | 0.03% | 18.8 | 100.00% | +51.78% | 0.00% | 0.00% | 0.00% |
 | Maelstrom | 2 | 0.03% | 18.8 | 100.00% | +51.78% | 0.00% | 0.00% | 0.00% |
 | Vast | 11 | 0.14% | 18.5 | 45.45% | -2.79% | -12.12% | +21.22% | 0.00% |
 | Orb of Venom | 5 | 0.07% | 16.4 | 60.00% | +11.78% | -60.00% | +40.00% | 0.00% |
 | Mystical | 6 | 0.08% | 13.7 | 50.00% | +1.77% | 0.00% | 0.00% | 0.00% |
 | Pirate Hat | 4 | 0.05% | 9.4 | 50.00% | +1.77% | +50.00% | -50.00% | 0.00% |
 | Spirit Vessel | 4 | 0.05% | 9.4 | 50.00% | +1.77% | -50.00% | -50.00% | 0.00% |
 | Battle Fury | 4 | 0.05% | 9.4 | 50.00% | +1.77% | +50.00% | -50.00% | 0.00% |
 | Ethereal Blade | 1 | 0.01% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Book of the Dead | 1 | 0.01% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Eternal Shroud | 1 | 0.01% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Veil of Discord | 1 | 0.01% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Meteor Hammer | 1 | 0.01% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Hurricane Pike | 1 | 0.01% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Scythe of Vyse | 5 | 0.07% | 7.8 | 40.00% | -8.24% | +10.00% | -40.00% | 0.00% |
 | Soul Ring | 13 | 0.17% | 6.6 | 23.08% | -25.19% | +1.92% | -23.08% | 0.00% |
 | Urn of Shadows | 6 | 0.08% | 6.5 | 33.33% | -14.91% | -33.33% | -33.33% | 0.00% |
 | Brawny | 6 | 0.08% | 6.5 | 33.33% | -14.91% | -33.33% | -33.33% | 0.00% |
 | Titanic | 7 | 0.09% | 5.7 | 28.57% | -19.68% | -28.57% | +21.43% | 0.00% |
 | Octarine Core | 2 | 0.03% | 4.9 | 50.00% | +1.77% | -50.00% | +50.00% | 0.00% |
 | Radiance | 2 | 0.03% | 4.9 | 50.00% | +1.77% | -50.00% | +50.00% | 0.00% |
 | Aether Lens | 2 | 0.03% | 4.9 | 50.00% | +1.77% | -50.00% | +50.00% | 0.00% |
 | Mage Slayer | 2 | 0.03% | 4.9 | 50.00% | +1.77% | -50.00% | +50.00% | 0.00% |
 | Dagon | 2 | 0.03% | 4.9 | 50.00% | +1.77% | +50.00% | -50.00% | 0.00% |
 | Crude | 3 | 0.04% | 3.3 | 33.33% | -14.91% | +66.67% | -33.33% | 0.00% |
 | Blade Mail | 7 | 0.09% | 1.6 | 14.29% | -33.97% | -14.29% | -14.29% | 0.00% |
 | Falcon Blade | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Holy Locket | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Timeless | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Aeon Disk | 2 | 0.03% | 0.0 | 0.00% | -48.24% | 0.00% | 0.00% | 0.00% |
 | Rod of Atos | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |