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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) | |
 | Desolator | 50 | 0.34% | 100.0 | 98.00% | +49.55% | -5.14% | +2.00% | 0.00% |
 | Meteor Hammer | 152 | 1.03% | 83.6 | 78.29% | +29.98% | +5.92% | -4.61% | 0.00% |
 | Butterfly | 2052 | 13.85% | 82.8 | 69.49% | +24.22% | +5.75% | -5.55% | -1.23% |
 | Boots of Bearing | 588 | 3.97% | 80.6 | 70.24% | +22.51% | +6.63% | -9.70% | -1.57% |
 | Guardian Greaves | 362 | 2.44% | 78.9 | 70.44% | +22.37% | +13.08% | -4.51% | 0.00% |
 | Satanic | 5030 | 33.94% | 78.8 | 65.39% | +25.38% | +12.07% | -14.95% | -3.38% |
 | Daedalus | 4060 | 27.40% | 75.9 | 63.20% | +20.08% | +8.21% | -6.17% | -1.74% |
 | Swift Blink | 397 | 2.68% | 75.3 | 67.25% | +19.14% | +12.75% | -12.25% | 0.00% |
 | Eye of Skadi | 162 | 1.09% | 74.6 | 70.99% | +22.62% | +9.96% | -12.45% | 0.00% |
 | Buckler | 565 | 3.81% | 74.6 | 65.49% | +17.54% | +4.23% | -6.34% | -0.84% |
 | Mekansm | 441 | 2.98% | 74.5 | 66.21% | +18.13% | +5.86% | -4.05% | 0.00% |
 | Aghanim's Blessing | 1143 | 7.71% | 74.2 | 63.52% | +16.14% | +10.61% | -11.07% | -2.59% |
 | Linken's Sphere | 225 | 1.52% | 72.6 | 67.56% | +19.23% | +2.62% | -4.40% | 0.00% |
 | Sange and Yasha | 2373 | 16.01% | 72.2 | 60.72% | +14.41% | +3.59% | -0.62% | -0.58% |
 | Disperser | 219 | 1.48% | 71.9 | 67.12% | +18.78% | +5.61% | -3.48% | 0.00% |
 | Sange | 2430 | 16.40% | 70.7 | 59.42% | +12.92% | +5.72% | -2.35% | -1.09% |
 | Headdress | 758 | 5.11% | 70.3 | 61.21% | +13.27% | -2.79% | -0.16% | 0.23% |
 | Kaya | 608 | 4.10% | 70.1 | 61.68% | +13.62% | +2.14% | -0.50% | -0.22% |
 | Octarine Core | 173 | 1.17% | 70.1 | 67.05% | +18.65% | +7.95% | -7.96% | 0.00% |
 | Pipe of Insight | 321 | 2.17% | 69.7 | 63.55% | +15.26% | +10.52% | -9.23% | 0.00% |
 | Morbid Mask | 6073 | 40.98% | 69.6 | 57.67% | +15.33% | -0.53% | -7.21% | -0.60% |
 | Ethereal Blade | 571 | 3.85% | 69.2 | 61.12% | +13.00% | +3.91% | -7.97% | -1.25% |
 | Vladmir's Offering | 186 | 1.26% | 68.8 | 65.59% | +17.19% | -6.02% | -12.40% | 0.00% |
 | Yasha | 2951 | 19.91% | 68.6 | 57.54% | +11.14% | -1.85% | +0.32% | 0.27% |
 | Lotus Orb | 429 | 2.89% | 68.6 | 61.54% | +13.30% | +12.10% | -14.32% | 0.00% |
 | Drum of Endurance | 1418 | 9.57% | 68.5 | 58.46% | +10.88% | -0.71% | +1.82% | 0.23% |
 | Hurricane Pike | 1543 | 10.41% | 67.9 | 57.81% | +10.26% | +3.59% | +1.47% | -0.21% |
 | Moon Shard | 85 | 0.57% | 67.8 | 70.59% | +22.10% | +11.23% | -2.41% | 0.00% |
 | Aether Lens | 1011 | 6.82% | 67.6 | 58.36% | +10.45% | +1.72% | -3.42% | -0.46% |
 | Solar Crest | 564 | 3.81% | 67.2 | 59.57% | +11.38% | +6.39% | -4.64% | -1.35% |
 | Eul's Scepter of Divinity | 888 | 5.99% | 67.1 | 58.22% | +10.21% | +7.10% | -4.17% | -1.15% |
 | Gleipnir | 151 | 1.02% | 66.3 | 64.90% | +16.45% | +14.05% | -22.79% | 0.00% |
 | Monkey King Bar | 1331 | 8.98% | 65.9 | 56.42% | +8.57% | +6.64% | -1.16% | -0.85% |
 | Ring of Health | 1125 | 7.59% | 65.8 | 56.71% | +8.75% | -4.95% | -1.59% | 0.25% |
 | Pavise | 584 | 3.94% | 65.7 | 58.22% | +9.99% | +2.74% | +2.05% | -0.07% |
 | Skull Basher | 53 | 0.36% | 65.3 | 73.58% | +25.05% | +12.13% | +4.99% | 0.00% |
 | Eternal Shroud | 45 | 0.30% | 65.1 | 75.56% | +27.02% | -0.56% | +7.77% | 0.00% |
 | Spirit Vessel | 644 | 4.35% | 64.7 | 57.14% | +8.91% | +4.97% | -15.53% | -3.31% |
 | Rod of Atos | 343 | 2.31% | 64.6 | 59.18% | +10.81% | +1.29% | -5.69% | 0.00% |
 | Void Stone | 3136 | 21.16% | 64.3 | 53.95% | +6.76% | -2.87% | +2.23% | 0.41% |
 | Force Staff | 2578 | 17.40% | 64.3 | 54.15% | +6.69% | +5.11% | -3.69% | -0.93% |
 | Yasha and Kaya | 140 | 0.94% | 64.1 | 63.57% | +15.09% | -9.28% | -9.28% | 0.00% |
 | Diffusal Blade | 347 | 2.34% | 63.8 | 58.50% | +10.12% | +4.72% | +1.73% | 0.00% |
 | Ring of Tarrasque | 586 | 3.95% | 63.4 | 56.31% | +8.01% | -1.21% | -0.53% | 0.05% |
 | Divine Rapier | 566 | 3.82% | 63.3 | 56.36% | +8.05% | +0.98% | +8.43% | 0.59% |
 | Manta Style | 322 | 2.17% | 63.3 | 58.39% | +9.99% | +7.04% | +0.87% | 0.00% |
 | Ring of Protection | 2402 | 16.21% | 63.0 | 53.21% | +5.48% | -1.55% | +2.77% | 0.32% |
 | Ghost Scepter | 1759 | 11.87% | 63.0 | 53.61% | +5.66% | +3.08% | -2.02% | -0.53% |
 | Crown | 1354 | 9.14% | 62.9 | 53.99% | +5.91% | -0.46% | -0.75% | -0.02% |
 | Glimmer Cape | 2028 | 13.68% | 62.2 | 52.71% | +4.74% | +7.45% | -7.94% | -2.05% |
 | Aghanim's Scepter | 8258 | 55.72% | 62.0 | 51.26% | +5.96% | +13.26% | -16.22% | -7.76% |
 | Aghanim's Shard | 6455 | 43.56% | 61.9 | 51.36% | +4.85% | +1.52% | -0.59% | -0.29% |
 | Boots of Travel | 403 | 2.72% | 61.9 | 56.33% | +7.93% | -14.17% | +9.02% | 0.00% |
 | Tranquil Boots | 1977 | 13.34% | 61.8 | 52.45% | +4.42% | -1.14% | +2.59% | 0.73% |
 | Revenant's Brooch | 2025 | 13.66% | 61.4 | 52.05% | +3.97% | +9.86% | -10.56% | -2.81% |
 | Ring of Basilius | 3153 | 21.28% | 61.3 | 51.44% | +3.58% | +2.91% | -2.13% | -1.08% |
 | Arcane Boots | 2968 | 20.03% | 61.0 | 51.31% | +3.36% | +1.79% | -2.98% | -1.39% |
 | Blink Dagger | 1964 | 13.25% | 60.9 | 51.68% | +3.53% | -7.17% | +5.96% | 0.66% |
 | Scythe of Vyse | 239 | 1.61% | 60.8 | 57.74% | +9.27% | +5.59% | -4.51% | 0.00% |
 | Essence Ring | 2446 | 16.50% | 60.7 | 51.27% | +3.17% | +4.58% | -7.11% | -5.85% |
 | Shiva's Guard | 116 | 0.78% | 60.5 | 62.07% | +13.56% | -17.24% | -3.45% | 0.00% |
 | Urn of Shadows | 901 | 6.08% | 60.5 | 52.83% | +4.48% | +4.00% | -8.58% | -2.49% |
 | Mind Breaker | 1155 | 7.79% | 60.5 | 52.29% | +3.98% | +1.23% | -4.36% | -1.86% |
 | Veil of Discord | 231 | 1.56% | 60.4 | 57.58% | +9.10% | -7.58% | +2.76% | 0.00% |
 | Black King Bar | 5705 | 38.50% | 60.2 | 50.01% | +2.26% | +12.01% | -2.49% | -2.23% |
 | Wind Lace | 5246 | 35.40% | 60.1 | 49.96% | +2.07% | -1.97% | +2.17% | 0.38% |
 | Crystalys | 8415 | 56.78% | 60.0 | 49.59% | +2.24% | +9.43% | -1.13% | -1.56% |
 | Gossamer Cape | 1540 | 10.39% | 59.7 | 51.10% | +2.77% | +2.81% | -1.45% | -2.13% |
 | Fluffy Hat | 8924 | 60.22% | 59.7 | 49.31% | +1.73% | +0.67% | +0.22% | -0.05% |
 | Crippling Crossbow | 469 | 3.16% | 59.6 | 53.94% | +5.49% | +2.89% | -5.55% | 0.00% |
 | Magic Stick | 9239 | 62.34% | 59.6 | 49.24% | +1.64% | +2.11% | -0.75% | -2.02% |
 | Magic Wand | 12069 | 81.44% | 59.5 | 49.00% | +2.05% | -0.89% | +0.40% | 0.31% |
 | Dragon Lance | 2362 | 15.94% | 59.3 | 50.17% | +1.84% | +6.34% | -1.78% | -0.66% |
 | Diadem | 1152 | 7.77% | 59.3 | 51.30% | +2.91% | +0.78% | -6.16% | -0.69% |
 | Boots of Speed | 14738 | 99.45% | 59.1 | 48.57% | -9.26% | +0.18% | -2.18% | -0.79% |
 | Searing Signet | 1998 | 13.48% | 59.1 | 50.20% | +1.83% | +3.45% | -1.62% | -2.54% |
 | Chainmail | 2015 | 13.60% | 59.0 | 50.12% | +1.74% | -4.09% | +8.61% | 1.07% |
 | Mana Draught | 3410 | 23.01% | 58.9 | 49.38% | +0.99% | -0.42% | -1.57% | -0.57% |
 | Spark of Courage | 2895 | 19.53% | 58.5 | 49.26% | +0.79% | +0.68% | -1.63% | -0.77% |
 | Trusty Shovel | 2142 | 14.45% | 58.4 | 49.53% | +1.06% | -0.12% | -1.58% | -0.73% |
 | Falcon Blade | 7309 | 49.32% | 58.4 | 48.34% | -0.56% | +4.84% | -4.83% | -4.27% |
 | Gale Guard | 1902 | 12.83% | 58.3 | 49.63% | +1.16% | -3.26% | +2.76% | 2.01% |
 | Ogre Seal Totem | 902 | 6.09% | 58.3 | 51.00% | +2.53% | +1.77% | -1.00% | -0.92% |
 | Tumbler's Toy | 984 | 6.64% | 57.8 | 50.41% | +1.92% | +2.47% | -3.49% | -2.98% |
 | Power Treads | 9099 | 61.40% | 57.8 | 47.70% | -2.39% | +4.27% | -8.21% | -5.43% |
 | Ceremonial Robe | 305 | 2.06% | 57.4 | 53.77% | +5.26% | +2.75% | -6.86% | 0.00% |
 | Orb of Frost | 734 | 4.95% | 57.3 | 50.68% | +2.17% | -6.24% | +10.73% | 0.78% |
 | Javelin | 1903 | 12.84% | 57.0 | 48.55% | -0.08% | -5.36% | +3.76% | 0.45% |
 | Whisper of the Dread | 1080 | 7.29% | 56.9 | 49.44% | +0.88% | -5.00% | +2.90% | 3.95% |
 | Abyssal Blade | 31 | 0.21% | 56.8 | 74.19% | +25.62% | +0.81% | +0.81% | 0.00% |
 | Gunpowder Gauntlet | 1316 | 8.88% | 56.7 | 48.94% | +0.35% | +1.63% | -1.15% | -1.39% |
 | Mjollnir | 169 | 1.14% | 56.6 | 56.21% | +7.68% | -9.70% | -5.05% | 0.00% |
 | Occult Bracelet | 1358 | 9.16% | 56.6 | 48.75% | +0.14% | +1.42% | +0.43% | -0.50% |
 | Wind Waker | 85 | 0.57% | 56.3 | 61.18% | +12.63% | -2.09% | -11.18% | 0.00% |
 | Nemesis Curse | 1573 | 10.61% | 56.2 | 48.19% | -0.48% | -3.14% | +2.51% | 2.83% |
 | Brigand's Blade | 3384 | 22.83% | 56.1 | 47.13% | -1.93% | +4.11% | -2.96% | -7.07% |
 | Serrated Shiv | 2711 | 18.29% | 56.1 | 47.36% | -1.54% | +1.44% | -2.23% | -1.84% |
 | Ninja Gear | 802 | 5.41% | 55.7 | 49.13% | +0.54% | +1.33% | -0.16% | -0.50% |
 | Refresher Orb | 82 | 0.55% | 55.6 | 60.98% | +12.43% | +5.69% | -22.88% | 0.00% |
 | Pig Pole | 852 | 5.75% | 55.6 | 48.94% | +0.34% | -2.68% | +3.35% | 2.01% |
 | Blade Mail | 207 | 1.40% | 55.5 | 54.11% | +5.57% | -6.03% | +5.51% | 0.00% |
 | Quelling Blade | 2783 | 18.78% | 55.5 | 46.82% | -2.22% | +0.60% | -0.77% | -1.37% |
 | Pollywog Charm | 1291 | 8.71% | 55.4 | 47.87% | -0.82% | -3.25% | +0.81% | 1.35% |
 | Null Talisman | 504 | 3.40% | 55.2 | 50.00% | +1.43% | +3.54% | -2.38% | 0.00% |
 | Helm of Iron Will | 706 | 4.76% | 55.2 | 49.01% | +0.41% | -3.25% | +1.84% | 0.31% |
 | Orb of Destruction | 2239 | 15.11% | 54.9 | 46.58% | -2.40% | +1.09% | -2.07% | -1.58% |
 | Phase Boots | 516 | 3.48% | 54.5 | 49.42% | +0.83% | +7.17% | -6.78% | -4.09% |
 | Phylactery | 258 | 1.74% | 54.3 | 51.94% | +3.38% | +3.44% | -1.17% | 0.00% |
 | Bracer | 553 | 3.73% | 54.1 | 48.82% | +0.21% | +3.32% | -0.62% | -0.57% |
 | Wraith Band | 1753 | 11.83% | 53.9 | 46.15% | -2.80% | +6.42% | -3.62% | -5.38% |
 | Cornucopia | 927 | 6.26% | 53.8 | 47.25% | -1.46% | -5.87% | +3.18% | 0.52% |
 | Vanguard | 166 | 1.12% | 53.4 | 53.61% | +5.05% | -3.61% | -10.75% | 0.00% |
 | Kaya and Sange | 108 | 0.73% | 53.2 | 56.48% | +7.92% | -8.33% | +2.78% | 0.00% |
 | Ripper's Lash | 610 | 4.12% | 52.9 | 47.54% | -1.13% | +1.21% | +0.75% | -0.23% |
 | Iron Talon | 1723 | 11.63% | 52.8 | 45.27% | -3.79% | +6.81% | -4.64% | -11.45% |
 | Silver Edge | 145 | 0.98% | 52.6 | 53.79% | +5.22% | +8.37% | +4.10% | 0.00% |
 | Pyrrhic Cloak | 302 | 2.04% | 52.0 | 49.34% | +0.73% | +0.66% | +0.14% | 0.00% |
 | Nullifier | 69 | 0.47% | 51.9 | 59.42% | +10.85% | -3.86% | +7.25% | 0.00% |
 | Bottle | 602 | 4.06% | 51.8 | 46.68% | -2.02% | -3.26% | +5.24% | 8.50% |
 | Blight Stone | 551 | 3.72% | 51.7 | 46.82% | -1.87% | -5.81% | +1.01% | 1.31% |
 | Magic Lamp | 28 | 0.19% | 51.7 | 71.43% | +22.85% | -2.68% | +3.57% | 0.00% |
 | Magnifying Monocle | 474 | 3.20% | 51.1 | 46.84% | -1.84% | +1.40% | -6.04% | 0.00% |
 | Orchid Malevolence | 141 | 0.95% | 50.8 | 52.48% | +3.90% | +14.19% | -16.37% | 0.00% |
 | Khanda | 67 | 0.45% | 50.1 | 58.21% | +9.63% | +24.14% | -11.15% | 0.00% |
 | Dagon | 62 | 0.42% | 49.0 | 58.06% | +9.48% | +10.69% | -14.31% | 0.00% |
 | Heaven's Halberd | 124 | 0.84% | 48.7 | 51.61% | +3.02% | 0.00% | -12.90% | 0.00% |
 | Orb of Venom | 377 | 2.54% | 48.1 | 45.09% | -3.62% | -10.71% | +11.75% | 0.00% |
 | Crimson Guard | 36 | 0.24% | 47.7 | 63.89% | +15.31% | +2.78% | -8.33% | 0.00% |
 | Shadow Blade | 211 | 1.42% | 47.7 | 47.39% | -1.25% | +6.31% | +3.55% | 0.00% |
 | Aeon Disk | 86 | 0.58% | 47.5 | 53.49% | +4.90% | +5.60% | -3.49% | 0.00% |
 | Assault Cuirass | 29 | 0.20% | 45.9 | 65.52% | +16.93% | -3.02% | -15.52% | 0.00% |
 | Maelstrom | 529 | 3.57% | 45.0 | 41.40% | -7.49% | +8.97% | -4.56% | -2.60% |
 | Orb of Corrosion | 87 | 0.59% | 43.0 | 49.43% | +0.81% | +0.57% | +0.57% | 0.00% |
 | Mage Slayer | 51 | 0.34% | 43.0 | 54.90% | +6.30% | -8.75% | -1.05% | 0.00% |
 | Vampiric | 9 | 0.06% | 42.0 | 88.89% | +40.29% | +11.11% | -22.22% | 0.00% |
 | Mask of Madness | 200 | 1.35% | 40.5 | 41.50% | -7.22% | +2.50% | +8.50% | 0.00% |
 | Bloodthorn | 24 | 0.16% | 39.4 | 62.50% | +13.90% | +4.17% | +20.83% | 0.00% |
 | Dagon (level 4) | 20 | 0.13% | 38.4 | 65.00% | +16.40% | +15.00% | +15.00% | 0.00% |
 | Spider Legs | 39 | 0.26% | 38.3 | 53.85% | +5.24% | -1.22% | -23.85% | 0.00% |
 | Holy Locket | 8 | 0.05% | 37.4 | 87.50% | +38.90% | +12.50% | -37.50% | 0.00% |
 | Stygian Desolator | 43 | 0.29% | 36.9 | 51.16% | +2.55% | -7.68% | +8.84% | 0.00% |
 | Dagon (level 2) | 33 | 0.22% | 36.6 | 54.55% | +5.94% | +1.01% | -10.11% | 0.00% |
 | Dagon (level 3) | 24 | 0.16% | 35.4 | 58.33% | +9.73% | +8.34% | +8.34% | 0.00% |
 | Boots of Travel 2 | 15 | 0.10% | 34.5 | 66.67% | +18.07% | -16.67% | -16.67% | 0.00% |
 | Pirate Hat | 12 | 0.08% | 30.2 | 66.67% | +18.06% | -6.67% | +33.33% | 0.00% |
 | Minotaur Horn | 28 | 0.19% | 30.1 | 50.00% | +1.38% | +7.14% | 0.00% | 0.00% |
 | Fallen Sky | 24 | 0.16% | 27.9 | 50.00% | +1.38% | +16.67% | -27.78% | 0.00% |
 | Dagon (level 5) | 13 | 0.09% | 27.8 | 61.54% | +12.93% | +13.46% | -11.54% | 0.00% |
 | Unrelenting Eye | 20 | 0.13% | 25.3 | 50.00% | +1.38% | -16.67% | +16.67% | 0.00% |
 | Heart of Tarrasque | 12 | 0.08% | 24.1 | 58.33% | +9.72% | -25.00% | -25.00% | 0.00% |
 | Bloodstone | 7 | 0.05% | 23.6 | 71.43% | +22.82% | -21.43% | -21.43% | 0.00% |
 | Overwhelming Blink | 7 | 0.05% | 23.6 | 71.43% | +22.82% | +28.57% | -71.43% | 0.00% |
 | Book of the Dead | 13 | 0.09% | 22.2 | 53.85% | +5.23% | -10.99% | +21.15% | 0.00% |
 | Hand of Midas | 226 | 1.52% | 22.1 | 24.34% | -24.66% | +0.22% | +3.73% | 0.00% |
 | Radiance | 8 | 0.05% | 20.3 | 62.50% | +13.89% | -12.50% | +37.50% | 0.00% |
 | Soul Ring | 30 | 0.20% | 16.9 | 33.33% | -15.32% | -8.33% | +16.67% | 0.00% |
 | Tough | 10 | 0.07% | 16.4 | 50.00% | +1.38% | -16.67% | -16.67% | 0.00% |
 | Witch Blade | 2 | 0.01% | 14.2 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% |
 | Brawny | 6 | 0.04% | 10.8 | 50.00% | +1.38% | 0.00% | 0.00% | 0.00% |
 | Mystical | 3 | 0.02% | 9.9 | 66.67% | +18.05% | +33.33% | -66.67% | 0.00% |
 | Armlet of Mordiggian | 4 | 0.03% | 7.6 | 50.00% | +1.38% | -50.00% | +50.00% | 0.00% |
 | Alert | 4 | 0.03% | 7.6 | 50.00% | +1.38% | -50.00% | +50.00% | 0.00% |
 | Titanic | 1 | 0.01% | 7.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Battle Fury | 1 | 0.01% | 7.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Vast | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Arcane Blink | 2 | 0.01% | 0.0 | 0.00% | -48.63% | 0.00% | 0.00% | 0.00% |