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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) | |
 | Guardian Greaves | 413 | 16.59% | 100.0 | 69.73% | +21.66% | +4.56% | -5.31% | -0.92% |
 | Buckler | 524 | 21.05% | 93.9 | 65.08% | +16.99% | +3.62% | -3.25% | -0.56% |
 | Aghanim's Scepter | 366 | 14.70% | 91.8 | 64.75% | +15.34% | +6.99% | -3.46% | -0.82% |
 | Holy Locket | 458 | 18.40% | 91.3 | 63.76% | +14.82% | +0.03% | -1.15% | -0.11% |
 | Pipe of Insight | 129 | 5.18% | 91.1 | 68.99% | +18.27% | -2.32% | +0.71% | 0.39% |
 | Aghanim's Shard | 1231 | 49.46% | 89.4 | 60.44% | +17.36% | +1.57% | -4.92% | -0.59% |
 | Mekansm | 642 | 25.79% | 88.7 | 61.21% | +12.86% | +0.90% | -3.45% | -0.41% |
 | Solar Crest | 542 | 21.78% | 86.8 | 60.33% | +11.07% | +13.20% | -8.86% | -3.63% |
 | Headdress | 787 | 31.62% | 86.6 | 59.34% | +11.22% | -4.29% | +2.08% | 0.51% |
 | Octarine Core | 52 | 2.09% | 86.0 | 73.08% | +21.87% | -11.54% | -3.85% | 0.00% |
 | Aether Lens | 457 | 18.36% | 85.2 | 59.74% | +9.89% | +8.96% | -8.44% | -1.61% |
 | Diadem | 699 | 28.08% | 84.3 | 58.08% | +8.92% | +4.21% | +1.92% | -0.25% |
 | Pavise | 569 | 22.86% | 84.2 | 58.52% | +8.88% | +11.41% | -6.07% | -3.22% |
 | Boots of Travel | 54 | 2.17% | 82.4 | 70.37% | +19.12% | -20.37% | +15.34% | 0.00% |
 | Ring of Protection | 1157 | 46.48% | 82.2 | 55.75% | +7.63% | -7.13% | +3.22% | 0.70% |
 | Wind Lace | 1257 | 50.50% | 81.0 | 54.81% | +6.35% | +0.11% | -3.38% | -0.29% |
 | Ring of Tarrasque | 199 | 8.00% | 80.6 | 59.80% | +8.84% | -3.80% | -11.80% | -0.67% |
 | Magic Wand | 1884 | 75.69% | 80.3 | 53.77% | +8.65% | -1.55% | -1.75% | -0.02% |
 | Arcane Boots | 2011 | 80.80% | 80.0 | 53.46% | +9.32% | +4.53% | -5.75% | -2.82% |
 | Ring of Basilius | 2040 | 81.96% | 79.9 | 53.43% | +9.78% | +2.04% | -1.67% | -0.77% |
 | Crown | 572 | 22.98% | 79.8 | 55.59% | +5.09% | +9.44% | -5.24% | -1.89% |
 | Blink Dagger | 489 | 19.65% | 78.6 | 55.21% | +4.41% | -8.44% | +8.20% | 1.70% |
 | Vladmir's Offering | 53 | 2.13% | 78.4 | 67.92% | +16.61% | +3.51% | -10.78% | 0.00% |
 | Tumbler's Toy | 468 | 18.80% | 78.3 | 55.13% | +4.26% | -0.43% | +2.59% | 1.51% |
 | Eul's Scepter of Divinity | 100 | 4.02% | 77.8 | 62.00% | +10.77% | +10.00% | +2.00% | -0.61% |
 | Magic Stick | 2136 | 85.82% | 77.8 | 51.92% | +1.78% | -0.40% | -0.52% | -0.07% |
 | Boots of Speed | 2485 | 99.84% | 77.7 | 51.71% | +26.71% | -0.35% | -1.95% | -0.43% |
 | Fluffy Hat | 813 | 32.66% | 77.7 | 53.38% | +2.54% | +2.99% | +1.03% | -0.21% |
 | Void Stone | 969 | 38.93% | 77.7 | 53.04% | +2.25% | -1.40% | +3.93% | 0.38% |
 | Trusty Shovel | 552 | 22.18% | 77.3 | 53.99% | +2.98% | +1.94% | +0.35% | -0.80% |
 | Chainmail | 1000 | 40.18% | 77.2 | 52.70% | +1.73% | -6.30% | +7.70% | 1.03% |
 | Essence Ring | 587 | 23.58% | 77.0 | 53.66% | +2.61% | +1.46% | -1.33% | -1.40% |
 | Glimmer Cape | 508 | 20.41% | 76.6 | 53.74% | +2.60% | +0.59% | +4.53% | 0.46% |
 | Ogre Seal Totem | 153 | 6.15% | 76.1 | 58.17% | +6.93% | +4.33% | -3.62% | -3.98% |
 | Drum of Endurance | 105 | 4.22% | 75.3 | 60.00% | +8.70% | +14.07% | -15.56% | -3.07% |
 | Pollywog Charm | 258 | 10.37% | 74.5 | 54.65% | +3.33% | -1.25% | -0.57% | 0.34% |
 | Yasha | 93 | 3.74% | 74.3 | 60.22% | +8.88% | -1.89% | +2.28% | 0.47% |
 | Force Staff | 232 | 9.32% | 74.0 | 54.74% | +3.39% | +10.78% | -11.64% | -2.28% |
 | Javelin | 105 | 4.22% | 73.9 | 59.05% | +7.71% | -5.48% | +0.21% | 0.32% |
 | Magnifying Monocle | 164 | 6.59% | 73.5 | 56.10% | +4.75% | -1.75% | +0.72% | 0.62% |
 | Sange and Yasha | 81 | 3.25% | 73.1 | 60.49% | +9.12% | +1.41% | +1.41% | 0.00% |
 | Refresher Orb | 31 | 1.25% | 73.0 | 70.97% | +19.55% | +16.53% | -8.47% | 0.00% |
 | Searing Signet | 95 | 3.82% | 72.6 | 58.95% | +7.57% | +8.55% | -5.38% | -6.97% |
 | Mana Draught | 769 | 30.90% | 72.3 | 49.93% | -2.51% | -0.95% | -5.14% | -1.40% |
 | Assault Cuirass | 11 | 0.44% | 72.2 | 90.91% | +39.42% | +9.09% | -24.24% | 0.00% |
 | Black King Bar | 88 | 3.54% | 72.0 | 59.09% | +7.69% | +13.64% | +18.18% | 0.47% |
 | Orb of Destruction | 142 | 5.71% | 71.7 | 55.63% | +4.20% | +8.26% | -4.57% | -4.67% |
 | Ripper's Lash | 124 | 4.98% | 71.6 | 56.45% | +5.03% | -0.68% | +0.37% | 0.53% |
 | Ring of Health | 278 | 11.17% | 71.3 | 52.16% | +0.55% | -2.16% | +1.36% | 0.24% |
 | Heaven's Halberd | 64 | 2.57% | 70.7 | 60.94% | +9.52% | -17.19% | +20.31% | 0.00% |
 | Orb of Frost | 323 | 12.98% | 70.5 | 51.08% | -0.67% | -2.55% | +5.02% | 2.70% |
 | Vanguard | 80 | 3.21% | 70.3 | 58.75% | +7.32% | -18.75% | +26.25% | 3.41% |
 | Gale Guard | 554 | 22.26% | 70.2 | 49.28% | -3.07% | -2.81% | +3.78% | 2.20% |
 | Ghost Scepter | 193 | 7.75% | 69.9 | 52.85% | +1.28% | +6.33% | -1.83% | -0.83% |
 | Lotus Orb | 174 | 6.99% | 69.2 | 52.87% | +1.29% | +6.22% | +3.95% | -0.19% |
 | Gunpowder Gauntlet | 141 | 5.66% | 69.0 | 53.90% | +2.37% | -4.92% | +3.99% | 2.97% |
 | Occult Bracelet | 281 | 11.29% | 68.9 | 50.53% | -1.28% | -3.01% | -0.53% | 1.24% |
 | Cornucopia | 247 | 9.92% | 68.8 | 51.01% | -0.73% | -2.62% | +2.96% | 0.32% |
 | Sange | 117 | 4.70% | 68.5 | 54.70% | +3.18% | +1.97% | -4.70% | -0.61% |
 | Gossamer Cape | 405 | 16.27% | 68.3 | 48.89% | -3.32% | +1.36% | -2.12% | -1.74% |
 | Soul Ring | 362 | 14.54% | 68.2 | 49.17% | -2.92% | +0.83% | +0.28% | -0.11% |
 | Helm of Iron Will | 162 | 6.51% | 68.0 | 52.47% | +0.86% | +8.51% | +2.29% | -0.42% |
 | Harpoon | 180 | 7.23% | 67.7 | 51.67% | 0.00% | +15.00% | -5.00% | -3.51% |
 | Blight Stone | 144 | 5.79% | 67.5 | 52.78% | +1.18% | +5.55% | -13.89% | -3.89% |
 | Quelling Blade | 394 | 15.83% | 66.1 | 47.46% | -5.00% | -0.42% | -0.46% | -0.04% |
 | Ninja Gear | 272 | 10.93% | 65.2 | 48.16% | -3.94% | -2.48% | +0.03% | 0.84% |
 | Echo Sabre | 230 | 9.24% | 64.3 | 48.26% | -3.75% | +10.36% | -12.05% | -5.60% |
 | Pyrrhic Cloak | 79 | 3.17% | 63.9 | 54.43% | +2.85% | +10.79% | -4.43% | -5.07% |
 | Bracer | 357 | 14.34% | 63.3 | 45.94% | -6.69% | +2.41% | -3.72% | -1.50% |
 | Crimson Guard | 14 | 0.56% | 63.2 | 78.57% | +27.05% | +21.43% | -28.57% | 0.00% |
 | Phase Boots | 304 | 12.21% | 63.2 | 46.38% | -6.02% | +6.25% | -15.21% | -7.65% |
 | Kaya | 18 | 0.72% | 61.7 | 72.22% | +20.70% | +27.78% | +7.78% | 0.00% |
 | Pig Pole | 170 | 6.83% | 61.3 | 47.65% | -4.31% | -1.94% | +3.51% | 1.98% |
 | Spark of Courage | 167 | 6.71% | 59.8 | 46.71% | -5.31% | -9.50% | +12.11% | 7.20% |
 | Morbid Mask | 119 | 4.78% | 58.7 | 47.90% | -3.96% | -4.57% | -1.23% | 0.16% |
 | Linken's Sphere | 21 | 0.84% | 58.1 | 66.67% | +15.13% | +16.66% | 0.00% | 0.00% |
 | Bottle | 148 | 5.95% | 57.7 | 45.95% | -6.08% | +2.83% | -8.11% | -10.94% |
 | Tranquil Boots | 73 | 2.93% | 57.6 | 50.68% | -1.02% | +17.74% | -8.57% | -3.29% |
 | Whisper of the Dread | 62 | 2.49% | 56.8 | 51.61% | -0.06% | +1.02% | -4.55% | 0.00% |
 | Veil of Discord | 24 | 0.96% | 55.6 | 62.50% | +10.94% | -12.50% | +4.17% | 0.00% |
 | Radiance | 40 | 1.61% | 55.1 | 55.00% | +3.39% | +5.00% | +5.00% | 0.00% |
 | Orchid Malevolence | 31 | 1.25% | 54.8 | 58.06% | +6.47% | -24.73% | -8.06% | 0.00% |
 | Ceremonial Robe | 62 | 2.49% | 54.6 | 50.00% | -1.71% | +5.56% | -6.52% | 0.00% |
 | Aeon Disk | 18 | 0.72% | 54.5 | 66.67% | +15.11% | +33.33% | -26.67% | 0.00% |
 | Eternal Shroud | 12 | 0.48% | 54.0 | 75.00% | +23.45% | +25.00% | -8.33% | 0.00% |
 | Orb of Venom | 93 | 3.74% | 53.9 | 46.24% | -5.64% | +7.93% | +3.76% | -0.56% |
 | Null Talisman | 56 | 2.25% | 53.2 | 50.00% | -1.71% | +7.14% | +7.14% | 0.00% |
 | Mind Breaker | 23 | 0.92% | 52.6 | 60.87% | +9.29% | +5.80% | +5.80% | 0.00% |
 | Boots of Bearing | 23 | 0.92% | 52.6 | 60.87% | +9.29% | +24.84% | -10.87% | 0.00% |
 | Bloodthorn | 5 | 0.20% | 51.7 | 100.00% | +48.43% | 0.00% | 0.00% | 0.00% |
 | Revenant's Brooch | 17 | 0.68% | 50.6 | 64.71% | +13.13% | +15.29% | -24.71% | 0.00% |
 | Skull Basher | 15 | 0.60% | 50.0 | 66.67% | +15.09% | +8.33% | +8.33% | 0.00% |
 | Shadow Blade | 13 | 0.52% | 49.4 | 69.23% | +17.65% | -19.23% | +5.77% | 0.00% |
 | Meteor Hammer | 7 | 0.28% | 49.2 | 85.71% | +34.14% | +14.29% | -35.71% | 0.00% |
 | Power Treads | 27 | 1.08% | 49.0 | 55.56% | +3.94% | +1.58% | -5.56% | 0.00% |
 | Scythe of Vyse | 11 | 0.44% | 48.9 | 72.73% | +21.16% | -6.06% | -6.06% | 0.00% |
 | Magic Lamp | 11 | 0.44% | 48.9 | 72.73% | +21.16% | +27.27% | -6.06% | 0.00% |
 | Brigand's Blade | 85 | 3.42% | 46.0 | 41.18% | -10.86% | +5.49% | -10.62% | -8.06% |
 | Rod of Atos | 14 | 0.56% | 45.5 | 64.29% | +12.69% | +10.71% | -14.29% | 0.00% |
 | Fallen Sky | 12 | 0.48% | 44.4 | 66.67% | +15.08% | +33.33% | 0.00% | 0.00% |
 | Crystalys | 22 | 0.88% | 43.8 | 54.55% | +2.91% | -4.55% | -21.22% | 0.00% |
 | Shiva's Guard | 17 | 0.68% | 43.6 | 58.82% | +7.20% | +1.18% | +1.18% | 0.00% |
 | Serrated Shiv | 67 | 2.69% | 42.3 | 40.30% | -11.68% | -6.97% | +30.29% | 24.84% |
 | Manta Style | 8 | 0.32% | 42.3 | 75.00% | +23.41% | +25.00% | +25.00% | 0.00% |
 | Hand of Midas | 95 | 3.82% | 38.3 | 34.74% | -17.60% | +15.26% | +2.76% | -2.05% |
 | Kaya and Sange | 9 | 0.36% | 37.2 | 66.67% | +15.06% | 0.00% | 0.00% | 0.00% |
 | Abyssal Blade | 9 | 0.36% | 37.2 | 66.67% | +15.06% | +33.33% | 0.00% | 0.00% |
 | Ethereal Blade | 9 | 0.36% | 37.2 | 66.67% | +15.06% | 0.00% | 0.00% | 0.00% |
 | Blade Mail | 29 | 1.17% | 37.1 | 44.83% | -6.92% | +5.17% | +5.17% | 0.00% |
 | Crippling Crossbow | 26 | 1.04% | 36.9 | 46.15% | -5.58% | +23.85% | -8.65% | 0.00% |
 | Orb of Corrosion | 38 | 1.53% | 34.5 | 39.47% | -12.39% | -9.47% | +20.53% | 0.00% |
 | Nemesis Curse | 28 | 1.12% | 34.2 | 42.86% | -8.91% | 0.00% | +14.28% | 0.00% |
 | Spirit Vessel | 10 | 0.40% | 33.4 | 60.00% | +8.37% | +40.00% | +6.67% | 0.00% |
 | Urn of Shadows | 20 | 0.80% | 31.4 | 45.00% | -6.72% | -5.00% | -5.00% | 0.00% |
 | Mage Slayer | 12 | 0.48% | 27.7 | 50.00% | -1.68% | +16.67% | +16.67% | 0.00% |
 | Gleipnir | 4 | 0.16% | 24.8 | 75.00% | +23.37% | +25.00% | +25.00% | 0.00% |
 | Silver Edge | 4 | 0.16% | 24.8 | 75.00% | +23.37% | -75.00% | +25.00% | 0.00% |
 | Iron Talon | 107 | 4.30% | 24.3 | 23.36% | -29.58% | +0.78% | -3.79% | -2.29% |
 | Desolator | 2 | 0.08% | 22.7 | 100.00% | +48.37% | 0.00% | 0.00% | 0.00% |
 | Dagon | 2 | 0.08% | 22.7 | 100.00% | +48.37% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 4) | 2 | 0.08% | 22.7 | 100.00% | +48.37% | 0.00% | 0.00% | 0.00% |
 | Minotaur Horn | 6 | 0.24% | 16.7 | 50.00% | -1.67% | +50.00% | -50.00% | 0.00% |
 | Wind Waker | 3 | 0.12% | 15.3 | 66.67% | +15.02% | +33.33% | +33.33% | 0.00% |
 | Nullifier | 3 | 0.12% | 15.3 | 66.67% | +15.02% | -66.67% | +33.33% | 0.00% |
 | Overwhelming Blink | 7 | 0.28% | 14.4 | 42.86% | -8.83% | +7.14% | -42.86% | 0.00% |
 | Pirate Hat | 1 | 0.04% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Daedalus | 1 | 0.04% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 3) | 1 | 0.04% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Yasha and Kaya | 1 | 0.04% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Stygian Desolator | 1 | 0.04% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 5) | 1 | 0.04% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 2) | 1 | 0.04% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Falcon Blade | 1 | 0.04% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Eye of Skadi | 2 | 0.08% | 5.9 | 50.00% | -1.67% | +50.00% | -50.00% | 0.00% |
 | Book of the Dead | 2 | 0.08% | 5.9 | 50.00% | -1.67% | -50.00% | +50.00% | 0.00% |
 | Wraith Band | 3 | 0.12% | 4.1 | 33.33% | -18.36% | -33.33% | -33.33% | 0.00% |
 | Aghanim's Blessing | 3 | 0.12% | 4.1 | 33.33% | -18.36% | -33.33% | +66.67% | 0.00% |
 | Monkey King Bar | 3 | 0.12% | 4.1 | 33.33% | -18.36% | -33.33% | -33.33% | 0.00% |
 | Heart of Tarrasque | 4 | 0.16% | 3.2 | 25.00% | -26.71% | -25.00% | -25.00% | 0.00% |
 | Divine Rapier | 5 | 0.20% | 2.7 | 20.00% | -31.73% | -20.00% | +30.00% | 0.00% |
 | Spider Legs | 5 | 0.20% | 2.7 | 20.00% | -31.73% | +13.33% | -20.00% | 0.00% |
 | Phylactery | 5 | 0.20% | 2.7 | 20.00% | -31.73% | -20.00% | +30.00% | 0.00% |
 | Khanda | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Battle Fury | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mjollnir | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Witch Blade | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Moon Shard | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Unrelenting Eye | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Maelstrom | 2 | 0.08% | 0.0 | 0.00% | -51.71% | 0.00% | 0.00% | 0.00% |