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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 | 83 | 0.55% | 100.0 | 96.39% | +47.91% | -1.15% | -1.15% | 0.00% |
 | Desolator | 69 | 0.46% | 91.9 | 92.75% | +44.21% | -3.86% | -3.86% | 0.00% |
 | Aghanim's Scepter | 1712 | 11.30% | 81.6 | 71.67% | +25.85% | +6.88% | -10.46% | -1.35% |
 | Assault Cuirass | 754 | 4.98% | 78.7 | 70.82% | +23.24% | +8.55% | -7.86% | -2.02% |
 | Wind Waker | 133 | 0.88% | 77.9 | 77.44% | +28.95% | +16.68% | -3.91% | 0.00% |
 | Butterfly | 1422 | 9.39% | 77.7 | 68.71% | +22.04% | +7.13% | -5.96% | -1.40% |
 | Refresher Orb | 1955 | 12.91% | 76.7 | 67.37% | +21.39% | +7.88% | -10.43% | -1.90% |
 | Buckler | 896 | 5.91% | 76.4 | 68.53% | +21.03% | +6.47% | -9.60% | -1.64% |
 | Eye of Skadi | 220 | 1.45% | 76.2 | 73.18% | +24.80% | +8.64% | -9.54% | 0.00% |
 | Satanic | 4005 | 26.44% | 75.4 | 65.44% | +22.70% | +12.75% | -8.75% | -2.65% |
 | Swift Blink | 131 | 0.86% | 75.3 | 75.57% | +27.06% | +9.28% | -14.96% | 0.00% |
 | Shiva's Guard | 1039 | 6.86% | 72.2 | 64.68% | +17.11% | +9.55% | -6.99% | -1.90% |
 | Ring of Tarrasque | 2028 | 13.39% | 70.4 | 61.98% | +15.29% | +4.03% | -7.17% | -0.99% |
 | Linken's Sphere | 850 | 5.61% | 70.4 | 63.53% | +15.67% | +10.18% | -5.31% | -1.44% |
 | Kaya | 279 | 1.84% | 69.7 | 66.67% | +18.27% | +19.04% | -13.81% | 0.00% |
 | Divine Rapier | 61 | 0.40% | 68.7 | 77.05% | +28.43% | -19.16% | -2.05% | 0.00% |
 | Aghanim's Blessing | 321 | 2.12% | 67.5 | 64.17% | +15.76% | +14.84% | -7.38% | 0.00% |
 | Morbid Mask | 5055 | 33.37% | 66.9 | 58.02% | +13.93% | +2.35% | -4.47% | -0.68% |
 | Veil of Discord | 1247 | 8.23% | 66.9 | 59.74% | +11.99% | +6.61% | -6.21% | -1.35% |
 | Boots of Bearing | 136 | 0.90% | 66.0 | 67.65% | +19.08% | +8.82% | -13.36% | 0.00% |
 | Heart of Tarrasque | 148 | 0.98% | 65.7 | 66.89% | +18.33% | +9.43% | -10.13% | 0.00% |
 | Disperser | 73 | 0.48% | 65.6 | 72.60% | +23.98% | -4.18% | +1.08% | 0.00% |
 | Overwhelming Blink | 45 | 0.30% | 65.1 | 77.78% | +29.13% | -2.78% | -11.11% | 0.00% |
 | Sange and Yasha | 7604 | 50.19% | 65.0 | 56.09% | +14.76% | +8.56% | -7.98% | -2.01% |
 | Hurricane Pike | 646 | 4.26% | 64.9 | 59.60% | +11.34% | +1.51% | +1.38% | -0.01% |
 | Cornucopia | 4371 | 28.85% | 64.7 | 56.28% | +10.60% | +0.99% | +2.95% | 0.09% |
 | Revenant's Brooch | 686 | 4.53% | 64.6 | 59.18% | +10.94% | +2.45% | -3.37% | -0.59% |
 | Sange | 7788 | 51.41% | 64.4 | 55.60% | +14.12% | +9.58% | -7.83% | -2.19% |
 | Bloodthorn | 254 | 1.68% | 64.3 | 62.60% | +14.10% | +7.71% | -9.47% | 0.00% |
 | Aghanim's Shard | 5626 | 37.14% | 64.2 | 55.65% | +10.99% | +0.10% | -0.11% | -0.02% |
 | Nullifier | 236 | 1.56% | 64.0 | 62.71% | +14.19% | +5.62% | -5.08% | 0.00% |
 | Ring of Protection | 1531 | 10.11% | 63.2 | 56.30% | +8.41% | -10.47% | +6.98% | 0.71% |
 | Scythe of Vyse | 241 | 1.59% | 63.1 | 61.83% | +13.30% | +15.22% | -11.01% | 0.00% |
 | Crystalys | 740 | 4.88% | 62.8 | 57.43% | +9.14% | +3.11% | -5.00% | -0.78% |
 | Bloodstone | 309 | 2.04% | 62.5 | 60.19% | +11.69% | +3.10% | -8.91% | 0.00% |
 | Yasha and Kaya | 53 | 0.35% | 62.5 | 73.58% | +24.93% | +26.42% | -16.44% | 0.00% |
 | Mjollnir | 1071 | 7.07% | 62.5 | 56.30% | +8.14% | +0.53% | +3.40% | 0.25% |
 | Boots of Travel | 562 | 3.71% | 62.3 | 57.83% | +9.44% | -3.22% | +3.16% | 0.20% |
 | Gleipnir | 184 | 1.21% | 62.1 | 62.50% | +13.93% | +4.89% | -5.98% | 0.00% |
 | Helm of Iron Will | 1754 | 11.58% | 61.9 | 54.96% | +7.04% | +2.44% | -4.16% | -0.58% |
 | Blink Dagger | 1990 | 13.14% | 61.4 | 54.32% | +6.42% | -6.42% | +0.10% | 0.42% |
 | Dragon Lance | 749 | 4.94% | 61.4 | 56.21% | +7.86% | +7.09% | -5.42% | -1.11% |
 | Mage Slayer | 1788 | 11.80% | 61.3 | 54.42% | +6.44% | +12.25% | -7.44% | -4.86% |
 | Pipe of Insight | 180 | 1.19% | 61.0 | 61.67% | +13.09% | +7.22% | -8.34% | 0.00% |
 | Yasha | 11593 | 76.53% | 61.0 | 52.44% | +15.75% | +7.97% | -5.48% | -1.99% |
 | Orchid Malevolence | 1048 | 6.92% | 60.0 | 54.20% | +5.87% | +6.18% | -1.53% | -0.64% |
 | Manta Style | 3165 | 20.89% | 59.9 | 52.45% | +4.69% | +9.59% | -7.18% | -2.34% |
 | Crown | 2056 | 13.57% | 59.9 | 52.97% | +4.89% | -2.00% | -0.44% | 0.11% |
 | Void Stone | 3695 | 24.39% | 59.8 | 52.23% | +4.62% | -1.96% | +0.15% | 0.14% |
 | Black King Bar | 10574 | 69.80% | 59.3 | 50.98% | +7.43% | +6.85% | -7.54% | -2.24% |
 | Ring of Health | 1996 | 13.18% | 59.0 | 52.30% | +4.10% | -2.00% | -0.20% | 0.10% |
 | Magnifying Monocle | 350 | 2.31% | 58.9 | 56.57% | +8.02% | +1.86% | -4.19% | 0.00% |
 | Boots of Travel 2 | 29 | 0.19% | 58.9 | 79.31% | +30.63% | -16.81% | +20.69% | 0.00% |
 | Skull Basher | 61 | 0.40% | 58.8 | 68.85% | +20.19% | +24.90% | -12.60% | 0.00% |
 | Headdress | 243 | 1.60% | 58.7 | 58.02% | +9.43% | -0.64% | +2.64% | 0.00% |
 | Orb of Venom | 1696 | 11.20% | 58.6 | 52.12% | +3.81% | +4.82% | -8.46% | -2.79% |
 | Ogre Seal Totem | 1008 | 6.65% | 58.4 | 52.98% | +4.54% | +1.74% | -2.05% | -1.26% |
 | Eternal Shroud | 554 | 3.66% | 58.4 | 54.51% | +5.99% | -0.55% | -1.99% | 0.00% |
 | Rod of Atos | 444 | 2.93% | 58.3 | 55.18% | +6.64% | +3.38% | +2.48% | 0.00% |
 | Crimson Guard | 99 | 0.65% | 58.3 | 63.64% | +15.00% | -7.64% | +0.36% | 0.00% |
 | Magic Wand | 13225 | 87.30% | 57.9 | 49.66% | +7.27% | +0.55% | -0.69% | -0.29% |
 | Brigand's Blade | 2815 | 18.58% | 57.8 | 50.76% | +2.48% | +3.50% | -5.59% | -4.55% |
 | Force Staff | 834 | 5.51% | 57.5 | 52.64% | +4.13% | -1.92% | -2.40% | -0.05% |
 | Mind Breaker | 1457 | 9.62% | 57.5 | 51.48% | +3.03% | +2.03% | -4.25% | -3.14% |
 | Solar Crest | 33 | 0.22% | 57.3 | 75.76% | +27.08% | +24.24% | +2.02% | 0.00% |
 | Pavise | 33 | 0.22% | 57.3 | 75.76% | +27.08% | +13.13% | +2.02% | 0.00% |
 | Searing Signet | 2859 | 18.87% | 57.2 | 50.23% | +1.84% | +2.53% | -5.14% | -3.84% |
 | Eul's Scepter of Divinity | 1681 | 11.10% | 57.1 | 50.92% | +2.45% | +3.58% | +0.26% | -0.29% |
 | Magic Stick | 11735 | 77.46% | 57.1 | 49.10% | +1.60% | -0.21% | -1.09% | -0.46% |
 | Orb of Frost | 1300 | 8.58% | 57.1 | 51.31% | +2.81% | -4.38% | +5.88% | 1.54% |
 | Diadem | 3778 | 24.94% | 57.0 | 49.84% | +1.47% | +4.09% | -4.53% | -1.09% |
 | Power Treads | 11945 | 78.85% | 57.0 | 49.01% | +1.27% | +6.00% | -7.74% | -5.61% |
 | Boots of Speed | 15133 | 99.89% | 56.9 | 48.74% | +1.68% | +2.25% | -3.10% | -2.29% |
 | Mana Draught | 3952 | 26.09% | 56.8 | 49.60% | +1.16% | +3.01% | -1.39% | -2.20% |
 | Dagon (level 4) | 83 | 0.55% | 56.7 | 63.86% | +15.20% | +7.57% | +2.81% | 0.00% |
 | Abyssal Blade | 35 | 0.23% | 56.6 | 74.29% | +25.61% | +25.71% | -7.62% | 0.00% |
 | Falcon Blade | 3520 | 23.24% | 56.4 | 49.32% | +0.76% | +0.34% | -6.27% | -1.63% |
 | Dagon (level 3) | 104 | 0.69% | 56.3 | 61.54% | +12.89% | +15.38% | -7.69% | 0.00% |
 | Wind Lace | 7371 | 48.66% | 56.2 | 48.57% | -0.33% | +0.05% | -2.17% | -0.43% |
 | Lotus Orb | 236 | 1.56% | 56.1 | 55.93% | +7.30% | +1.70% | -3.39% | 0.00% |
 | Ceremonial Robe | 240 | 1.58% | 56.1 | 55.83% | +7.20% | -3.10% | +6.82% | 0.00% |
 | Gunpowder Gauntlet | 1407 | 9.29% | 55.9 | 50.18% | +1.59% | -3.53% | +2.32% | 1.95% |
 | Orb of Destruction | 2916 | 19.25% | 55.8 | 49.07% | +0.41% | +2.11% | -3.26% | -1.79% |
 | Bottle | 3027 | 19.98% | 55.8 | 48.99% | +0.31% | +2.38% | -4.37% | -6.75% |
 | Diffusal Blade | 149 | 0.98% | 55.8 | 58.39% | +9.75% | +2.14% | -0.50% | 0.00% |
 | Wraith Band | 7529 | 49.70% | 55.8 | 48.19% | -1.09% | +1.60% | -1.61% | -1.63% |
 | Serrated Shiv | 2862 | 18.89% | 55.7 | 48.99% | +0.31% | -1.28% | +1.99% | 1.64% |
 | Ghost Scepter | 441 | 2.91% | 55.6 | 52.83% | +4.21% | +4.83% | -7.78% | 0.00% |
 | Vanguard | 834 | 5.51% | 55.6 | 50.96% | +2.35% | +7.81% | -0.01% | -0.71% |
 | Javelin | 2284 | 15.08% | 55.5 | 49.04% | +0.35% | +2.45% | +4.73% | 0.15% |
 | Heaven's Halberd | 670 | 4.42% | 55.2 | 51.19% | +2.56% | +10.71% | -1.79% | -1.15% |
 | Fluffy Hat | 4401 | 29.05% | 55.1 | 48.03% | -1.00% | +0.88% | -1.62% | -0.28% |
 | Orb of Corrosion | 582 | 3.84% | 54.9 | 51.37% | +2.74% | +0.68% | -14.21% | -3.58% |
 | Gale Guard | 3206 | 21.16% | 54.9 | 48.19% | -0.70% | +0.83% | -1.42% | -1.13% |
 | Essence Ring | 3313 | 21.87% | 54.9 | 48.14% | -0.77% | +2.86% | -4.14% | -3.50% |
 | Chainmail | 4393 | 29.00% | 54.9 | 47.87% | -1.22% | +2.08% | -5.26% | -1.31% |
 | Whisper of the Dread | 589 | 3.89% | 54.9 | 51.27% | +2.63% | -0.05% | -0.38% | -0.16% |
 | Trusty Shovel | 1700 | 11.22% | 54.8 | 48.94% | +0.23% | +1.45% | -4.12% | -2.79% |
 | Monkey King Bar | 237 | 1.56% | 54.8 | 54.85% | +6.21% | +11.82% | +0.15% | 0.00% |
 | Phase Boots | 2229 | 14.71% | 54.8 | 48.54% | -0.23% | +4.58% | -6.43% | -3.86% |
 | Null Talisman | 2245 | 14.82% | 54.8 | 48.51% | -0.27% | +4.49% | -0.65% | -1.80% |
 | Drum of Endurance | 609 | 4.02% | 54.5 | 50.90% | +2.25% | -0.25% | +1.39% | 0.35% |
 | Blight Stone | 1011 | 6.67% | 54.3 | 49.46% | +0.77% | -0.64% | -5.19% | -1.00% |
 | Occult Bracelet | 1729 | 11.41% | 54.3 | 48.41% | -0.37% | +1.50% | -5.24% | -2.25% |
 | Blade Mail | 2020 | 13.33% | 54.2 | 48.17% | -0.66% | +13.09% | -10.94% | -4.51% |
 | Spark of Courage | 2500 | 16.50% | 54.1 | 47.72% | -1.22% | +1.35% | -5.12% | -2.16% |
 | Tumbler's Toy | 765 | 5.05% | 54.0 | 49.80% | +1.12% | +0.76% | +0.69% | -0.04% |
 | Dagon (level 2) | 130 | 0.86% | 53.9 | 57.69% | +9.03% | +12.01% | -6.17% | 0.00% |
 | Pollywog Charm | 1032 | 6.81% | 53.9 | 49.03% | +0.31% | +3.37% | -8.54% | -3.97% |
 | Nemesis Curse | 1068 | 7.05% | 53.8 | 48.88% | +0.15% | -1.26% | +3.47% | 2.37% |
 | Mask of Madness | 345 | 2.28% | 53.4 | 51.88% | +3.21% | +4.44% | +9.04% | 0.00% |
 | Gossamer Cape | 1770 | 11.68% | 53.2 | 47.46% | -1.45% | +0.67% | -1.19% | -0.93% |
 | Kaya and Sange | 160 | 1.06% | 53.1 | 55.63% | +6.96% | +1.87% | +1.87% | 0.00% |
 | Pyrrhic Cloak | 760 | 5.02% | 53.1 | 49.08% | +0.36% | +2.19% | -3.55% | -2.87% |
 | Bracer | 995 | 6.57% | 52.8 | 48.14% | -0.64% | +2.06% | -0.33% | -0.67% |
 | Maelstrom | 1658 | 10.94% | 52.7 | 47.17% | -1.76% | +10.18% | -7.27% | -4.14% |
 | Tranquil Boots | 255 | 1.68% | 52.2 | 52.16% | +3.48% | -0.60% | -2.16% | 0.00% |
 | Pig Pole | 675 | 4.46% | 51.5 | 48.00% | -0.77% | +0.35% | -3.78% | -1.38% |
 | Radiance | 165 | 1.09% | 51.4 | 53.94% | +5.26% | +7.96% | +7.96% | 0.00% |
 | Quelling Blade | 2298 | 15.17% | 50.9 | 45.08% | -4.31% | +1.47% | -3.86% | -3.50% |
 | Crippling Crossbow | 616 | 4.07% | 50.7 | 47.56% | -1.23% | +2.77% | -5.61% | -4.19% |
 | Ripper's Lash | 622 | 4.11% | 50.6 | 47.43% | -1.37% | +1.73% | +0.65% | -0.36% |
 | Ring of Basilius | 437 | 2.88% | 50.0 | 48.05% | -0.71% | +7.40% | -0.78% | 0.00% |
 | Ninja Gear | 754 | 4.98% | 49.9 | 46.29% | -2.58% | -0.08% | +5.01% | 2.55% |
 | Vladmir's Offering | 41 | 0.27% | 49.8 | 65.85% | +17.16% | -2.21% | +6.88% | 0.00% |
 | Silver Edge | 43 | 0.28% | 49.7 | 65.12% | +16.43% | +7.61% | -19.67% | 0.00% |
 | Dagon (level 5) | 65 | 0.43% | 49.6 | 60.00% | +11.31% | -1.18% | +4.71% | 0.00% |
 | Mekansm | 74 | 0.49% | 49.0 | 58.11% | +9.42% | +10.31% | -5.48% | 0.00% |
 | Dagon | 387 | 2.55% | 48.9 | 47.55% | -1.22% | +10.18% | +0.90% | 0.00% |
 | Glimmer Cape | 330 | 2.18% | 48.6 | 47.88% | -0.88% | +6.34% | -12.94% | 0.00% |
 | Guardian Greaves | 58 | 0.38% | 48.5 | 60.34% | +11.65% | +6.33% | -13.67% | 0.00% |
 | Moon Shard | 56 | 0.37% | 48.5 | 60.71% | +12.02% | +17.86% | +3.58% | 0.00% |
 | Arcane Boots | 381 | 2.52% | 48.5 | 47.24% | -1.54% | +11.52% | -6.61% | 0.00% |
 | Iron Talon | 1271 | 8.39% | 48.2 | 43.67% | -5.53% | +3.03% | -3.67% | -6.70% |
 | Soul Ring | 61 | 0.40% | 44.2 | 55.74% | +7.03% | +8.97% | +0.51% | 0.00% |
 | Aeon Disk | 23 | 0.15% | 43.8 | 69.57% | +20.86% | -2.90% | -19.57% | 0.00% |
 | Fallen Sky | 39 | 0.26% | 41.8 | 58.97% | +10.26% | +7.70% | +11.03% | 0.00% |
 | Daedalus | 27 | 0.18% | 40.2 | 62.96% | +14.25% | +24.54% | -34.39% | 0.00% |
 | Octarine Core | 25 | 0.17% | 39.9 | 64.00% | +15.29% | -21.14% | -6.86% | 0.00% |
 | Shadow Blade | 74 | 0.49% | 38.8 | 48.65% | -0.09% | +14.51% | -17.07% | 0.00% |
 | Stygian Desolator | 49 | 0.32% | 38.8 | 53.06% | +4.33% | +18.37% | +0.27% | 0.00% |
 | Magic Lamp | 43 | 0.28% | 37.6 | 53.49% | +4.76% | +15.74% | -15.99% | 0.00% |
 | Hand of Midas | 811 | 5.35% | 32.8 | 31.20% | -18.53% | +14.12% | -12.48% | -6.37% |
 | Urn of Shadows | 42 | 0.28% | 27.2 | 42.86% | -5.90% | -15.59% | -15.59% | 0.00% |
 | Spider Legs | 27 | 0.18% | 26.7 | 48.15% | -0.59% | -8.15% | +7.41% | 0.00% |
 | Book of the Dead | 14 | 0.09% | 24.5 | 57.14% | +8.41% | +17.86% | +17.86% | 0.00% |
 | Unrelenting Eye | 20 | 0.13% | 24.3 | 50.00% | +1.26% | +12.50% | -10.00% | 0.00% |
 | Spirit Vessel | 23 | 0.15% | 21.0 | 43.48% | -5.27% | +6.52% | +6.52% | 0.00% |
 | Armlet of Mordiggian | 5 | 0.03% | 20.9 | 80.00% | +31.27% | +20.00% | -30.00% | 0.00% |
 | Minotaur Horn | 23 | 0.15% | 17.8 | 39.13% | -9.62% | -5.80% | -10.56% | 0.00% |
 | Pirate Hat | 6 | 0.04% | 17.5 | 66.67% | +17.94% | -16.67% | -16.67% | 0.00% |
 | Phylactery | 8 | 0.05% | 13.1 | 50.00% | +1.26% | 0.00% | +50.00% | 0.00% |
 | Khanda | 5 | 0.03% | 12.2 | 60.00% | +11.26% | -10.00% | -10.00% | 0.00% |
 | Witch Blade | 9 | 0.06% | 11.7 | 44.44% | -4.30% | -11.11% | +22.23% | 0.00% |
 | Echo Sabre | 6 | 0.04% | 10.4 | 50.00% | +1.26% | 0.00% | -50.00% | 0.00% |
 | Ethereal Blade | 3 | 0.02% | 9.4 | 66.67% | +17.93% | +33.33% | -66.67% | 0.00% |
 | Harpoon | 3 | 0.02% | 9.4 | 66.67% | +17.93% | +33.33% | -66.67% | 0.00% |
 | Vampiric | 4 | 0.03% | 7.3 | 50.00% | +1.26% | +50.00% | -50.00% | 0.00% |
 | Mystical | 4 | 0.03% | 7.3 | 50.00% | +1.26% | +50.00% | +50.00% | 0.00% |
 | Aether Lens | 4 | 0.03% | 7.3 | 50.00% | +1.26% | -50.00% | -50.00% | 0.00% |
 | Quickened | 1 | 0.01% | 7.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Arcane Blink | 1 | 0.01% | 7.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Holy Locket | 1 | 0.01% | 7.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Titanic | 2 | 0.01% | 3.5 | 50.00% | +1.26% | +50.00% | -50.00% | 0.00% |
 | Parasma | 2 | 0.01% | 3.5 | 50.00% | +1.26% | +50.00% | -50.00% | 0.00% |
 | Tough | 2 | 0.01% | 0.0 | 0.00% | -48.75% | 0.00% | 0.00% | 0.00% |
 | Alert | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Helm of the Dominator | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |