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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 | 175 | 1.52% | 100.0 | 82.29% | +35.52% | -5.02% | -2.74% | 0.00% |
 | Desolator | 84 | 0.73% | 90.5 | 80.95% | +33.89% | -19.05% | 0.00% | 0.00% |
 | Guardian Greaves | 599 | 5.20% | 88.0 | 69.12% | +23.01% | +5.55% | -3.12% | -0.85% |
 | Boots of Travel | 299 | 2.60% | 85.8 | 69.90% | +23.19% | -4.57% | -1.90% | 0.00% |
 | Buckler | 669 | 5.81% | 85.6 | 67.12% | +21.03% | +5.50% | -3.43% | -0.78% |
 | Mekansm | 726 | 6.31% | 83.4 | 65.29% | +19.19% | +5.04% | -0.45% | -0.48% |
 | Headdress | 898 | 7.80% | 82.8 | 64.37% | +18.51% | -1.70% | -0.21% | 0.11% |
 | Linken's Sphere | 719 | 6.24% | 82.7 | 64.81% | +18.67% | +0.75% | +0.75% | 0.00% |
 | Kaya | 331 | 2.87% | 82.4 | 67.07% | +20.35% | -2.01% | -4.42% | -0.18% |
 | Daedalus | 507 | 4.40% | 82.3 | 65.48% | +19.01% | +1.45% | -2.49% | -0.34% |
 | Pipe of Insight | 179 | 1.55% | 82.2 | 69.83% | +22.88% | +1.28% | -5.39% | 0.00% |
 | Nullifier | 444 | 3.86% | 80.9 | 64.86% | +18.26% | +6.19% | -15.31% | -2.07% |
 | Aghanim's Scepter | 1984 | 17.23% | 80.2 | 61.09% | +16.65% | -0.17% | -3.83% | -0.32% |
 | Hurricane Pike | 878 | 7.63% | 79.9 | 62.30% | +16.23% | +2.70% | +3.76% | 0.08% |
 | Crown | 459 | 3.99% | 79.9 | 64.05% | +17.44% | +4.65% | -4.92% | -0.82% |
 | Bloodthorn | 490 | 4.26% | 79.4 | 63.47% | +16.88% | -1.68% | -2.49% | -0.07% |
 | Ring of Tarrasque | 193 | 1.68% | 79.3 | 67.36% | +20.39% | -0.01% | +2.03% | 0.00% |
 | Mjollnir | 419 | 3.64% | 78.7 | 63.48% | +16.78% | -1.58% | -4.43% | -0.18% |
 | Gleipnir | 1325 | 11.51% | 78.3 | 60.30% | +14.68% | +3.25% | -4.58% | -0.80% |
 | Blink Dagger | 2227 | 19.34% | 77.8 | 59.14% | +14.67% | +1.90% | -5.10% | -0.59% |
 | Ring of Health | 1494 | 12.98% | 77.7 | 59.64% | +14.17% | -0.55% | -1.62% | -0.09% |
 | Helm of Iron Will | 499 | 4.33% | 77.6 | 62.12% | +15.48% | +6.68% | -14.12% | -1.96% |
 | Scythe of Vyse | 421 | 3.66% | 77.0 | 62.23% | +15.49% | +6.29% | -1.85% | -0.81% |
 | Lotus Orb | 566 | 4.92% | 75.6 | 60.25% | +13.61% | -0.39% | -1.80% | -0.16% |
 | Ring of Protection | 1386 | 12.04% | 74.7 | 57.58% | +11.68% | -6.43% | +5.35% | 0.77% |
 | Yasha | 528 | 4.59% | 74.0 | 59.28% | +12.55% | +5.87% | -0.19% | -0.57% |
 | Wind Waker | 131 | 1.14% | 73.6 | 65.65% | +18.55% | -2.01% | -5.04% | 0.00% |
 | Chainmail | 1148 | 9.97% | 73.6 | 57.06% | +10.83% | -5.14% | +8.79% | 1.12% |
 | Void Stone | 2856 | 24.80% | 73.0 | 55.25% | +10.56% | -3.43% | +2.87% | 0.49% |
 | Manta Style | 387 | 3.36% | 72.8 | 59.43% | +12.54% | +8.61% | -7.88% | -1.82% |
 | Dragon Lance | 1179 | 10.24% | 72.5 | 56.23% | +9.94% | +4.24% | +2.75% | -0.12% |
 | Morbid Mask | 193 | 1.68% | 71.5 | 61.66% | +14.60% | -2.48% | -4.52% | 0.00% |
 | Octarine Core | 163 | 1.42% | 71.4 | 62.58% | +15.49% | +3.27% | -4.04% | 0.00% |
 | Boots of Bearing | 134 | 1.16% | 70.8 | 63.43% | +16.31% | -4.61% | +10.86% | 0.00% |
 | Crystalys | 2558 | 22.22% | 70.5 | 53.56% | +8.04% | +2.85% | -0.75% | -0.32% |
 | Diadem | 487 | 4.23% | 70.1 | 56.67% | +9.78% | +3.17% | -5.85% | -0.80% |
 | Revenant's Brooch | 1613 | 14.01% | 69.9 | 53.75% | +7.49% | +4.77% | -5.60% | -0.96% |
 | Disperser | 100 | 0.87% | 69.9 | 65.00% | +17.85% | +7.00% | -33.00% | 0.00% |
 | Monkey King Bar | 668 | 5.80% | 69.6 | 55.39% | +8.58% | +6.29% | -10.42% | -1.39% |
 | Drum of Endurance | 266 | 2.31% | 69.1 | 58.27% | +11.22% | -7.52% | +13.79% | 0.00% |
 | Satanic | 80 | 0.69% | 68.9 | 66.25% | +19.07% | +8.75% | -6.25% | 0.00% |
 | Aghanim's Shard | 5594 | 48.58% | 68.6 | 51.39% | +7.94% | +3.82% | -3.67% | -0.76% |
 | Ogre Seal Totem | 577 | 5.01% | 68.5 | 54.94% | +8.03% | +2.35% | +1.08% | -0.42% |
 | Aghanim's Blessing | 213 | 1.85% | 68.2 | 58.69% | +11.60% | +6.12% | -1.28% | 0.00% |
 | Sange and Yasha | 58 | 0.50% | 68.1 | 68.97% | +21.77% | -15.64% | +4.36% | 0.00% |
 | Orchid Malevolence | 1513 | 13.14% | 68.0 | 52.41% | +5.87% | +4.43% | -1.62% | -0.69% |
 | Cornucopia | 1603 | 13.92% | 67.7 | 52.09% | +5.56% | +4.88% | -0.35% | -0.54% |
 | Force Staff | 3100 | 26.92% | 67.6 | 51.23% | +5.37% | +1.40% | +1.79% | 0.04% |
 | Aether Lens | 181 | 1.57% | 67.5 | 59.12% | +12.00% | +6.10% | -6.95% | 0.00% |
 | Black King Bar | 2900 | 25.19% | 67.1 | 50.90% | +4.80% | +4.81% | +3.86% | -0.09% |
 | Rod of Atos | 3168 | 27.51% | 67.0 | 50.69% | +4.67% | +5.23% | -2.83% | -1.45% |
 | Eul's Scepter of Divinity | 1412 | 12.26% | 66.9 | 51.77% | +5.09% | -0.08% | +2.34% | 0.23% |
 | Fluffy Hat | 3849 | 33.43% | 66.7 | 50.32% | +4.53% | -0.37% | +0.87% | 0.10% |
 | Arcane Boots | 5043 | 43.80% | 66.6 | 49.99% | +4.77% | +4.14% | -2.04% | -1.86% |
 | Ring of Basilius | 5108 | 44.36% | 66.3 | 49.80% | +4.48% | +1.41% | -1.79% | -0.71% |
 | Glimmer Cape | 1298 | 11.27% | 65.5 | 50.85% | +3.99% | +1.46% | -6.23% | -0.83% |
 | Magnifying Monocle | 521 | 4.52% | 65.2 | 52.78% | +5.73% | -0.90% | +1.33% | 0.74% |
 | Sange | 75 | 0.65% | 65.0 | 64.00% | +16.80% | -11.37% | +4.42% | 0.00% |
 | Magic Wand | 9424 | 81.85% | 64.8 | 48.21% | +4.96% | +1.77% | -0.92% | -0.53% |
 | Magic Stick | 9810 | 85.20% | 64.6 | 48.06% | +5.10% | +0.54% | -1.54% | -1.02% |
 | Diffusal Blade | 1155 | 10.03% | 64.5 | 50.30% | +3.33% | +8.67% | -2.02% | -1.41% |
 | Wind Lace | 2575 | 22.36% | 64.3 | 48.97% | +2.14% | -1.45% | +3.74% | 0.35% |
 | Boots of Speed | 11464 | 99.57% | 63.7 | 47.33% | +5.33% | +1.75% | -2.37% | -1.32% |
 | Ghost Scepter | 330 | 2.87% | 63.7 | 53.33% | +6.20% | +0.89% | +8.12% | 0.69% |
 | Trusty Shovel | 1858 | 16.14% | 63.5 | 48.82% | +1.80% | -0.22% | -1.20% | -0.49% |
 | Brigand's Blade | 2499 | 21.70% | 63.4 | 48.34% | +1.32% | +2.64% | -2.40% | -2.52% |
 | Divine Rapier | 60 | 0.52% | 63.3 | 65.00% | +17.79% | -25.00% | +28.33% | 0.00% |
 | Orb of Venom | 185 | 1.61% | 63.1 | 55.68% | +8.51% | +7.22% | -0.36% | 0.00% |
 | Whisper of the Dread | 735 | 6.38% | 63.0 | 50.20% | +3.09% | +3.37% | -1.00% | -2.19% |
 | Orb of Frost | 894 | 7.76% | 62.9 | 49.66% | +2.55% | -1.07% | +1.01% | 0.65% |
 | Orb of Destruction | 2281 | 19.81% | 62.5 | 47.79% | +0.60% | +4.98% | -4.93% | -4.96% |
 | Solar Crest | 211 | 1.83% | 62.5 | 54.50% | +7.33% | +14.02% | -11.10% | 0.00% |
 | Mana Draught | 3372 | 29.29% | 62.2 | 47.06% | -0.35% | +2.64% | -3.85% | -2.16% |
 | Javelin | 4325 | 37.56% | 62.0 | 46.73% | -0.93% | +2.95% | +3.27% | 0.03% |
 | Power Treads | 3832 | 33.28% | 62.0 | 46.82% | -0.73% | +6.72% | -4.07% | -2.31% |
 | Searing Signet | 2652 | 23.03% | 61.8 | 47.06% | -0.32% | +4.75% | -2.35% | -3.55% |
 | Vladmir's Offering | 67 | 0.58% | 61.8 | 62.69% | +15.47% | +2.02% | +2.02% | 0.00% |
 | Bottle | 1446 | 12.56% | 61.6 | 47.79% | +0.55% | +1.11% | -2.71% | -3.82% |
 | Null Talisman | 5026 | 43.65% | 61.3 | 46.10% | -2.14% | -0.38% | -2.54% | -0.72% |
 | Spirit Vessel | 425 | 3.69% | 61.3 | 50.59% | +3.41% | +12.03% | -8.53% | -3.62% |
 | Blight Stone | 879 | 7.63% | 61.3 | 48.46% | +1.25% | -0.78% | +4.72% | 1.30% |
 | Serrated Shiv | 2082 | 18.08% | 61.2 | 46.93% | -0.46% | -1.51% | -0.16% | 0.68% |
 | Spark of Courage | 1138 | 9.88% | 61.2 | 47.89% | +0.65% | +0.52% | -1.91% | -1.22% |
 | Aeon Disk | 60 | 0.52% | 61.1 | 63.33% | +16.11% | +3.34% | +10.00% | 0.00% |
 | Bracer | 3177 | 27.59% | 61.1 | 46.30% | -1.39% | +1.57% | -0.19% | -0.50% |
 | Yasha and Kaya | 62 | 0.54% | 61.0 | 62.90% | +15.68% | -12.90% | +12.10% | 0.00% |
 | Crippling Crossbow | 389 | 3.38% | 61.0 | 50.64% | +3.45% | +8.06% | -0.20% | -2.75% |
 | Nemesis Curse | 1157 | 10.05% | 60.8 | 47.54% | +0.26% | -4.11% | +3.64% | 3.88% |
 | Mind Breaker | 938 | 8.15% | 60.2 | 47.55% | +0.26% | +4.41% | -6.90% | -3.77% |
 | Maelstrom | 3209 | 27.87% | 60.1 | 45.56% | -2.42% | +10.02% | -4.37% | -2.45% |
 | Pavise | 226 | 1.96% | 59.9 | 52.21% | +5.00% | +10.50% | -1.33% | 0.00% |
 | Tumbler's Toy | 808 | 7.02% | 59.7 | 47.52% | +0.23% | +2.23% | -3.68% | -1.97% |
 | Tranquil Boots | 714 | 6.20% | 59.5 | 47.62% | +0.33% | +2.10% | +5.45% | 0.51% |
 | Urn of Shadows | 533 | 4.63% | 59.4 | 48.41% | +1.16% | +4.58% | -7.67% | -2.11% |
 | Ripper's Lash | 1263 | 10.97% | 59.4 | 46.32% | -1.11% | +2.18% | -2.34% | -2.26% |
 | Essence Ring | 1675 | 14.55% | 59.1 | 45.67% | -1.92% | +2.31% | -2.74% | -5.05% |
 | Gunpowder Gauntlet | 725 | 6.30% | 58.9 | 47.17% | -0.15% | +1.77% | -2.42% | -2.10% |
 | Gossamer Cape | 1122 | 9.74% | 58.9 | 46.17% | -1.26% | +2.61% | -2.77% | -2.69% |
 | Gale Guard | 1272 | 11.05% | 58.6 | 45.75% | -1.75% | -2.59% | +1.93% | 2.26% |
 | Ninja Gear | 851 | 7.39% | 58.1 | 46.18% | -1.22% | -3.23% | +3.68% | 3.46% |
 | Stygian Desolator | 51 | 0.44% | 57.9 | 62.75% | +15.51% | +13.25% | -12.75% | 0.00% |
 | Orb of Corrosion | 440 | 3.82% | 57.7 | 47.73% | +0.44% | -2.28% | +3.18% | 1.38% |
 | Pig Pole | 426 | 3.70% | 55.9 | 46.48% | -0.86% | -0.09% | -4.66% | -1.52% |
 | Pollywog Charm | 696 | 6.04% | 55.8 | 44.97% | -2.49% | +3.59% | -5.12% | -4.36% |
 | Occult Bracelet | 463 | 4.02% | 55.6 | 46.00% | -1.36% | +4.00% | -7.75% | -5.88% |
 | Eye of Skadi | 33 | 0.29% | 55.4 | 66.67% | +19.42% | 0.00% | +22.22% | 0.00% |
 | Quelling Blade | 574 | 4.99% | 54.9 | 44.77% | -2.67% | +3.60% | -1.71% | -0.68% |
 | Book of the Dead | 32 | 0.28% | 53.5 | 65.63% | +18.37% | -7.30% | +7.10% | 0.00% |
 | Mage Slayer | 90 | 0.78% | 53.3 | 53.33% | +6.07% | +7.54% | -18.55% | 0.00% |
 | Wraith Band | 587 | 5.10% | 53.0 | 43.27% | -4.25% | +6.05% | -1.77% | -3.08% |
 | Skull Basher | 42 | 0.36% | 50.8 | 59.52% | +12.26% | -32.25% | -4.97% | 0.00% |
 | Falcon Blade | 99 | 0.86% | 50.8 | 50.51% | +3.23% | +13.49% | -6.51% | 0.00% |
 | Ceremonial Robe | 184 | 1.60% | 49.2 | 45.11% | -2.23% | +5.64% | -3.44% | 0.00% |
 | Ethereal Blade | 46 | 0.40% | 48.7 | 56.52% | +9.25% | +18.48% | +1.81% | 0.00% |
 | Phase Boots | 363 | 3.15% | 48.4 | 41.32% | -6.18% | +5.93% | -7.25% | -2.00% |
 | Dagon (level 5) | 11 | 0.10% | 46.6 | 81.82% | +34.55% | -15.15% | -15.15% | 0.00% |
 | Dagon (level 4) | 13 | 0.11% | 45.8 | 76.92% | +29.65% | -1.92% | -1.92% | 0.00% |
 | Iron Talon | 299 | 2.60% | 45.0 | 39.46% | -8.06% | +4.98% | -1.85% | 0.00% |
 | Holy Locket | 6 | 0.05% | 44.6 | 100.00% | +52.72% | 0.00% | 0.00% | 0.00% |
 | Vanguard | 63 | 0.55% | 44.1 | 49.21% | +1.91% | +0.79% | +7.04% | 0.00% |
 | Fallen Sky | 25 | 0.22% | 42.5 | 60.00% | +12.72% | -10.00% | -17.14% | 0.00% |
 | Kaya and Sange | 14 | 0.12% | 42.1 | 71.43% | +24.15% | +3.57% | +3.57% | 0.00% |
 | Heaven's Halberd | 57 | 0.50% | 40.8 | 47.37% | +0.06% | +5.96% | -0.70% | 0.00% |
 | Magic Lamp | 28 | 0.24% | 37.5 | 53.57% | +6.28% | -3.57% | +21.43% | 0.00% |
 | Pyrrhic Cloak | 60 | 0.52% | 36.7 | 43.33% | -4.00% | -6.49% | +4.50% | 0.00% |
 | Witch Blade | 14 | 0.12% | 35.3 | 64.29% | +17.00% | -14.29% | +10.71% | 0.00% |
 | Dagon | 63 | 0.55% | 34.9 | 41.27% | -6.07% | -10.02% | -22.52% | 0.00% |
 | Veil of Discord | 10 | 0.09% | 33.3 | 70.00% | +22.71% | -70.00% | +30.00% | 0.00% |
 | Shadow Blade | 26 | 0.23% | 32.8 | 50.00% | +2.70% | -7.14% | -7.14% | 0.00% |
 | Dagon (level 3) | 21 | 0.18% | 31.6 | 52.38% | +5.08% | -2.38% | -2.38% | 0.00% |
 | Overwhelming Blink | 4 | 0.03% | 31.6 | 100.00% | +52.71% | 0.00% | 0.00% | 0.00% |
 | Pirate Hat | 6 | 0.05% | 31.3 | 83.33% | +36.04% | -33.33% | +16.67% | 0.00% |
 | Shiva's Guard | 6 | 0.05% | 31.3 | 83.33% | +36.04% | -33.33% | +16.67% | 0.00% |
 | Abyssal Blade | 6 | 0.05% | 31.3 | 83.33% | +36.04% | +16.67% | +16.67% | 0.00% |
 | Spider Legs | 19 | 0.17% | 30.4 | 52.63% | +5.33% | -2.63% | -2.63% | 0.00% |
 | Dagon (level 2) | 28 | 0.24% | 30.3 | 46.43% | -0.88% | +25.00% | -17.86% | 0.00% |
 | Eternal Shroud | 9 | 0.08% | 28.4 | 66.67% | +19.38% | 0.00% | -33.34% | 0.00% |
 | Hand of Midas | 185 | 1.61% | 28.2 | 28.11% | -19.51% | +5.93% | -6.83% | 0.00% |
 | Crimson Guard | 7 | 0.06% | 26.6 | 71.43% | +24.14% | -21.43% | -21.43% | 0.00% |
 | Assault Cuirass | 10 | 0.09% | 25.4 | 60.00% | +12.70% | +40.00% | -26.67% | 0.00% |
 | Moon Shard | 16 | 0.14% | 25.3 | 50.00% | +2.70% | +50.00% | -50.00% | 0.00% |
 | Mask of Madness | 3 | 0.03% | 25.1 | 100.00% | +52.71% | 0.00% | 0.00% | 0.00% |
 | Helm of the Overlord | 3 | 0.03% | 25.1 | 100.00% | +52.71% | 0.00% | 0.00% | 0.00% |
 | Parasma | 3 | 0.03% | 25.1 | 100.00% | +52.71% | 0.00% | 0.00% | 0.00% |
 | Heart of Tarrasque | 3 | 0.03% | 25.1 | 100.00% | +52.71% | 0.00% | 0.00% | 0.00% |
 | Helm of the Dominator | 5 | 0.04% | 24.9 | 80.00% | +32.71% | +20.00% | -30.00% | 0.00% |
 | Mystical | 14 | 0.12% | 23.3 | 50.00% | +2.70% | 0.00% | -25.00% | 0.00% |
 | Alert | 15 | 0.13% | 21.7 | 46.67% | -0.64% | -21.67% | +3.33% | 0.00% |
 | Keen-eyed | 6 | 0.05% | 20.7 | 66.67% | +19.37% | -16.67% | -16.67% | 0.00% |
 | Refresher Orb | 6 | 0.05% | 20.7 | 66.67% | +19.37% | -16.67% | +33.33% | 0.00% |
 | Silver Edge | 9 | 0.08% | 20.6 | 55.56% | +8.26% | +11.11% | +11.11% | 0.00% |
 | Quickened | 13 | 0.11% | 19.4 | 46.15% | -1.16% | +3.85% | +3.85% | 0.00% |
 | Phylactery | 10 | 0.09% | 18.6 | 50.00% | +2.69% | -16.67% | +16.67% | 0.00% |
 | Vampiric | 10 | 0.09% | 18.6 | 50.00% | +2.69% | -50.00% | -16.67% | 0.00% |
 | Armlet of Mordiggian | 2 | 0.02% | 17.0 | 100.00% | +52.70% | 0.00% | 0.00% | 0.00% |
 | Blade Mail | 11 | 0.10% | 16.9 | 45.45% | -1.86% | -12.12% | -12.12% | 0.00% |
 | Arcane Blink | 5 | 0.04% | 14.6 | 60.00% | +12.70% | -10.00% | -10.00% | 0.00% |
 | Swift Blink | 9 | 0.08% | 14.0 | 44.44% | -2.87% | +22.23% | +22.23% | 0.00% |
 | Tough | 25 | 0.22% | 13.2 | 28.00% | -19.35% | +0.57% | +0.57% | 0.00% |
 | Unrelenting Eye | 10 | 0.09% | 12.6 | 40.00% | -7.31% | +26.67% | -40.00% | 0.00% |
 | Timeless | 3 | 0.03% | 11.4 | 66.67% | +19.37% | -66.67% | +33.33% | 0.00% |
 | Minotaur Horn | 18 | 0.16% | 10.5 | 27.78% | -19.56% | +5.55% | -11.11% | 0.00% |
 | Khanda | 8 | 0.07% | 9.4 | 37.50% | -9.81% | -37.50% | +12.50% | 0.00% |
 | Boots of Travel 2 | 4 | 0.03% | 8.4 | 50.00% | +2.69% | +50.00% | -50.00% | 0.00% |
 | Soul Ring | 4 | 0.03% | 8.4 | 50.00% | +2.69% | -50.00% | +50.00% | 0.00% |
 | Audacious | 1 | 0.01% | 8.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Battle Fury | 1 | 0.01% | 8.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Greedy | 5 | 0.04% | 6.9 | 40.00% | -7.31% | +60.00% | -40.00% | 0.00% |
 | Vast | 10 | 0.09% | 3.7 | 20.00% | -27.33% | +13.33% | +13.33% | 0.00% |
 | Brawny | 16 | 0.14% | 2.5 | 12.50% | -34.86% | +12.50% | -12.50% | 0.00% |
 | Titanic | 3 | 0.03% | 0.0 | 0.00% | -47.32% | 0.00% | 0.00% | 0.00% |