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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) | |
 | Abyssal Blade | 727 | 17.90% | 100.0 | 72.21% | +27.41% | +4.71% | -12.32% | -1.98% |
 | Eye of Skadi | 392 | 9.65% | 99.5 | 73.47% | +26.30% | +6.12% | -6.12% | -1.34% |
 | Butterfly | 408 | 10.04% | 99.4 | 73.28% | +26.21% | +0.25% | -6.61% | -0.71% |
 | Aghanim's Scepter | 1498 | 36.88% | 97.3 | 69.09% | +30.71% | +5.31% | -3.76% | -1.10% |
 | Bloodthorn | 2047 | 50.39% | 95.5 | 67.46% | +35.80% | +7.88% | -2.42% | -1.38% |
 | Ring of Tarrasque | 225 | 5.54% | 95.0 | 72.44% | +24.07% | +10.02% | -12.79% | -1.93% |
 | Sange | 759 | 18.69% | 94.3 | 68.25% | +22.81% | +0.34% | -8.78% | -0.90% |
 | Scythe of Vyse | 165 | 4.06% | 94.1 | 73.33% | +24.63% | +17.15% | -9.04% | -2.74% |
 | Refresher Orb | 191 | 4.70% | 93.5 | 72.25% | +23.66% | +13.17% | -16.00% | -2.52% |
 | Nullifier | 1305 | 32.13% | 93.1 | 66.44% | +24.66% | +10.01% | -12.48% | -2.82% |
 | Skull Basher | 1144 | 28.16% | 92.7 | 66.35% | +23.17% | +5.68% | -5.86% | -1.33% |
 | Javelin | 2164 | 53.27% | 92.4 | 65.25% | +33.27% | +6.13% | -2.33% | -1.06% |
 | Aghanim's Blessing | 276 | 6.79% | 92.0 | 69.57% | +21.31% | +8.69% | -8.70% | -1.95% |
 | Helm of Iron Will | 1397 | 34.39% | 91.0 | 64.85% | +23.09% | +9.72% | -7.87% | -2.15% |
 | Desolator | 14 | 0.34% | 88.7 | 100.00% | +50.47% | 0.00% | 0.00% | 0.00% |
 | Disperser | 89 | 2.19% | 87.5 | 73.03% | +23.85% | +0.88% | -7.81% | -0.82% |
 | Heart of Tarrasque | 37 | 0.91% | 81.7 | 78.38% | +28.94% | +11.62% | +1.62% | -1.18% |
 | Orb of Frost | 800 | 19.69% | 81.5 | 59.25% | +11.89% | -11.25% | +9.75% | 0.67% |
 | Manta Style | 3337 | 82.15% | 80.2 | 56.28% | +36.83% | +15.71% | -15.54% | -6.49% |
 | Octarine Core | 21 | 0.52% | 79.2 | 85.71% | +36.19% | +14.29% | -2.38% | 0.00% |
 | Meteor Hammer | 11 | 0.27% | 78.7 | 100.00% | +50.43% | 0.00% | 0.00% | 0.00% |
 | Diadem | 3495 | 86.04% | 77.9 | 54.62% | +35.22% | +12.35% | -12.79% | -4.90% |
 | Nemesis Curse | 805 | 19.82% | 77.1 | 56.15% | +8.04% | +4.33% | -5.96% | -5.15% |
 | Moon Shard | 69 | 1.70% | 76.9 | 68.12% | +18.73% | +9.66% | +4.10% | -0.24% |
 | Mind Breaker | 634 | 15.61% | 76.5 | 56.31% | +7.83% | +2.43% | -3.72% | -3.08% |
 | Cornucopia | 3379 | 83.19% | 75.7 | 53.09% | +20.15% | +6.20% | -3.92% | -1.64% |
 | Yasha | 3641 | 89.64% | 75.6 | 52.95% | +31.33% | +13.24% | -11.13% | -4.83% |
 | Orchid Malevolence | 3323 | 81.81% | 75.3 | 52.84% | +17.25% | +11.08% | -5.60% | -3.55% |
 | Diffusal Blade | 413 | 10.17% | 74.9 | 56.42% | +7.48% | -1.61% | -4.50% | -0.27% |
 | Buckler | 10 | 0.25% | 74.7 | 100.00% | +50.42% | 0.00% | 0.00% | 0.00% |
 | Aghanim's Shard | 454 | 11.18% | 74.0 | 55.51% | +6.54% | -2.88% | -1.12% | 0.14% |
 | Brigand's Blade | 1033 | 25.43% | 73.9 | 53.44% | +5.01% | +4.60% | -4.99% | -4.80% |
 | Ogre Seal Totem | 141 | 3.47% | 72.5 | 59.57% | +10.22% | -2.81% | +0.43% | 1.62% |
 | Spark of Courage | 710 | 17.48% | 72.3 | 53.10% | +4.11% | +0.52% | +0.16% | -0.18% |
 | Power Treads | 3950 | 97.24% | 71.6 | 50.08% | +13.47% | +3.95% | -6.17% | -3.53% |
 | Quelling Blade | 3737 | 92.00% | 71.4 | 50.01% | +3.86% | +0.80% | -0.04% | 0.00% |
 | Magic Wand | 3170 | 78.04% | 71.3 | 50.09% | +1.77% | -1.10% | +2.74% | 1.10% |
 | Boots of Speed | 4051 | 99.73% | 71.2 | 49.77% | +22.50% | +2.54% | -4.23% | -2.59% |
 | Magic Stick | 3323 | 81.81% | 71.1 | 49.89% | +1.04% | +0.42% | -0.91% | -1.33% |
 | Serrated Shiv | 1100 | 27.08% | 70.4 | 50.91% | +1.65% | +1.09% | -4.82% | -2.96% |
 | Ripper's Lash | 204 | 5.02% | 70.1 | 55.88% | +6.50% | +3.89% | -2.03% | -2.96% |
 | Assault Cuirass | 9 | 0.22% | 70.0 | 100.00% | +50.41% | 0.00% | 0.00% | 0.00% |
 | Gunpowder Gauntlet | 594 | 14.62% | 69.9 | 51.85% | +2.51% | +4.21% | -6.02% | -5.12% |
 | Kaya | 12 | 0.30% | 69.8 | 91.67% | +42.09% | +8.33% | -25.00% | 0.00% |
 | Ghost Scepter | 20 | 0.49% | 69.4 | 80.00% | +30.45% | -8.57% | 0.00% | 0.00% |
 | Orb of Destruction | 1339 | 32.96% | 69.1 | 49.66% | -0.06% | -1.86% | -1.25% | 0.15% |
 | Radiance | 954 | 23.49% | 69.1 | 50.21% | +0.66% | +7.11% | -10.54% | -3.11% |
 | Iron Talon | 1080 | 26.59% | 68.6 | 49.63% | -0.10% | +6.05% | -4.44% | -5.25% |
 | Gale Guard | 329 | 8.10% | 67.9 | 52.28% | +2.80% | -3.37% | -0.14% | 1.62% |
 | Fluffy Hat | 207 | 5.10% | 67.7 | 54.11% | +4.64% | +1.45% | -0.26% | -0.53% |
 | Crippling Crossbow | 127 | 3.13% | 67.4 | 56.69% | +7.21% | -6.69% | +9.98% | 8.34% |
 | Null Talisman | 257 | 6.33% | 67.4 | 52.92% | +3.43% | +0.11% | +5.54% | 2.41% |
 | Bracer | 728 | 17.92% | 67.4 | 49.59% | -0.14% | -0.39% | -4.38% | -3.15% |
 | Wraith Band | 1536 | 37.81% | 67.1 | 48.05% | -2.66% | +5.98% | -1.44% | -4.40% |
 | Ring of Protection | 183 | 4.51% | 66.8 | 54.10% | +4.60% | -6.27% | +2.42% | 2.14% |
 | Mana Draught | 715 | 17.60% | 66.6 | 49.09% | -0.75% | -3.17% | +1.47% | 1.55% |
 | Trusty Shovel | 341 | 8.39% | 65.5 | 50.44% | +0.80% | +2.29% | +1.73% | -0.19% |
 | Crystalys | 16 | 0.39% | 64.8 | 81.25% | +31.67% | +18.75% | -6.25% | 0.00% |
 | Urn of Shadows | 163 | 4.01% | 64.0 | 52.76% | +3.18% | -1.54% | -9.90% | -2.25% |
 | Essence Ring | 432 | 10.64% | 63.7 | 48.38% | -1.48% | -1.46% | -12.34% | -3.63% |
 | Sange and Yasha | 76 | 1.87% | 63.6 | 57.89% | +8.34% | +15.79% | 0.00% | -2.03% |
 | Ceremonial Robe | 27 | 0.66% | 63.5 | 70.37% | +20.80% | +11.45% | -14.81% | 0.00% |
 | Occult Bracelet | 367 | 9.03% | 63.1 | 48.50% | -1.32% | +0.81% | -4.66% | -2.74% |
 | Black King Bar | 131 | 3.23% | 62.1 | 52.67% | +3.06% | -7.22% | +14.00% | 1.45% |
 | Orb of Corrosion | 321 | 7.90% | 61.2 | 47.66% | -2.22% | +6.66% | -1.98% | -1.71% |
 | Blight Stone | 326 | 8.03% | 61.1 | 47.55% | -2.34% | +7.33% | -0.56% | -1.47% |
 | Chainmail | 821 | 20.21% | 59.6 | 43.85% | -7.34% | +11.49% | -5.99% | -2.44% |
 | Void Stone | 103 | 2.54% | 59.4 | 52.43% | +2.80% | +1.42% | +9.11% | 0.61% |
 | Daedalus | 7 | 0.17% | 59.4 | 100.00% | +50.38% | 0.00% | 0.00% | 0.00% |
 | Blade Mail | 764 | 18.81% | 59.2 | 43.72% | -7.37% | +14.40% | -10.21% | -4.22% |
 | Pyrrhic Cloak | 174 | 4.28% | 59.0 | 48.85% | -0.89% | +0.21% | -5.37% | -1.86% |
 | Bottle | 62 | 1.53% | 59.0 | 56.45% | +6.85% | +6.05% | +6.05% | 0.00% |
 | Magnifying Monocle | 33 | 0.81% | 58.6 | 63.64% | +14.05% | +11.36% | -8.08% | 0.00% |
 | Stygian Desolator | 27 | 0.66% | 58.6 | 66.67% | +17.08% | +22.22% | -11.11% | 0.00% |
 | Falcon Blade | 42 | 1.03% | 57.4 | 59.52% | +9.92% | +15.48% | +22.30% | 2.51% |
 | Crown | 47 | 1.16% | 56.4 | 57.45% | +7.84% | +9.22% | -15.78% | -2.89% |
 | Shiva's Guard | 20 | 0.49% | 56.2 | 70.00% | +20.40% | +10.00% | -10.00% | 0.00% |
 | Gossamer Cape | 232 | 5.71% | 56.0 | 45.26% | -4.71% | +8.47% | -4.26% | -6.37% |
 | Harpoon | 54 | 1.33% | 55.9 | 55.56% | +5.93% | -5.56% | -12.70% | -1.22% |
 | Searing Signet | 258 | 6.35% | 55.1 | 44.19% | -5.89% | +7.62% | -6.57% | -7.10% |
 | Echo Sabre | 80 | 1.97% | 55.1 | 51.25% | +1.58% | +3.75% | +13.75% | 1.20% |
 | Divine Rapier | 33 | 0.81% | 54.6 | 60.61% | +10.99% | +19.39% | -5.05% | 0.00% |
 | Pollywog Charm | 297 | 7.31% | 54.4 | 43.10% | -7.13% | -4.02% | -1.35% | 0.89% |
 | Ring of Health | 51 | 1.26% | 54.3 | 54.90% | +5.26% | -1.05% | -8.75% | -0.26% |
 | Ninja Gear | 51 | 1.26% | 51.7 | 52.94% | +3.28% | +2.62% | -2.94% | -5.56% |
 | Mjollnir | 35 | 0.86% | 51.3 | 57.14% | +7.50% | +20.64% | +9.53% | -1.17% |
 | Morbid Mask | 16 | 0.39% | 49.3 | 68.75% | +19.12% | -18.75% | +6.25% | 0.00% |
 | Hand of Midas | 258 | 6.35% | 46.0 | 37.60% | -12.93% | +2.40% | -11.84% | -4.23% |
 | Monkey King Bar | 24 | 0.59% | 45.9 | 58.33% | +8.68% | +8.34% | +8.34% | 0.00% |
 | Rod of Atos | 7 | 0.17% | 44.2 | 85.71% | +36.07% | -35.71% | +14.29% | 0.00% |
 | Veil of Discord | 30 | 0.74% | 44.0 | 53.33% | +3.65% | +9.17% | -3.33% | 0.00% |
 | Revenant's Brooch | 9 | 0.22% | 43.9 | 77.78% | +28.14% | +22.22% | -44.45% | 0.00% |
 | Spirit Vessel | 26 | 0.64% | 42.1 | 53.85% | +4.17% | -25.28% | +3.29% | 0.00% |
 | Maelstrom | 46 | 1.13% | 41.1 | 45.65% | -4.10% | +21.02% | -3.98% | -3.13% |
 | Pig Pole | 79 | 1.94% | 40.9 | 40.51% | -9.38% | +11.01% | -3.47% | -4.83% |
 | Linken's Sphere | 19 | 0.47% | 40.9 | 57.89% | +8.22% | +2.11% | +2.11% | 0.00% |
 | Phase Boots | 61 | 1.50% | 40.8 | 42.62% | -7.19% | +1.13% | -23.87% | -6.12% |
 | Tumbler's Toy | 31 | 0.76% | 38.7 | 48.39% | -1.32% | +1.61% | -2.94% | 0.00% |
 | Headdress | 6 | 0.15% | 37.6 | 83.33% | +33.68% | +16.67% | -33.33% | 0.00% |
 | Boots of Travel | 13 | 0.32% | 36.9 | 61.54% | +11.87% | -36.54% | +13.46% | 0.00% |
 | Wind Lace | 47 | 1.16% | 35.1 | 40.43% | -9.38% | -7.10% | +26.24% | 4.18% |
 | Glimmer Cape | 21 | 0.52% | 31.8 | 47.62% | -2.10% | +19.05% | -14.29% | 0.00% |
 | Mystical | 7 | 0.17% | 31.7 | 71.43% | +21.76% | -71.43% | +28.57% | 0.00% |
 | Tough | 10 | 0.25% | 30.1 | 60.00% | +10.32% | -26.67% | +6.67% | 0.00% |
 | Battle Fury | 5 | 0.12% | 30.0 | 80.00% | +30.33% | +20.00% | +20.00% | 0.00% |
 | Pipe of Insight | 5 | 0.12% | 30.0 | 80.00% | +30.33% | +20.00% | -30.00% | 0.00% |
 | Magic Lamp | 13 | 0.32% | 29.6 | 53.85% | +4.16% | -3.85% | -3.85% | 0.00% |
 | Armlet of Mordiggian | 3 | 0.07% | 29.6 | 100.00% | +50.33% | 0.00% | 0.00% | 0.00% |
 | Boots of Travel 2 | 3 | 0.07% | 29.6 | 100.00% | +50.33% | 0.00% | 0.00% | 0.00% |
 | Silver Edge | 8 | 0.20% | 27.7 | 62.50% | +12.82% | +37.50% | +37.50% | 0.00% |
 | Minotaur Horn | 14 | 0.34% | 27.4 | 50.00% | +0.30% | 0.00% | 0.00% | 0.00% |
 | Satanic | 6 | 0.15% | 25.0 | 66.67% | +16.99% | -16.67% | -16.67% | 0.00% |
 | Shadow Blade | 9 | 0.22% | 24.5 | 55.56% | +5.87% | +11.11% | +11.11% | 0.00% |
 | Brawny | 9 | 0.22% | 24.5 | 55.56% | +5.87% | -22.23% | +11.11% | 0.00% |
 | Ring of Basilius | 13 | 0.32% | 23.0 | 46.15% | -3.57% | -21.15% | +28.85% | 0.00% |
 | Vanguard | 21 | 0.52% | 22.6 | 38.10% | -11.66% | -4.77% | -4.77% | 0.00% |
 | Lotus Orb | 4 | 0.10% | 22.1 | 75.00% | +25.32% | +25.00% | +25.00% | 0.00% |
 | Drum of Endurance | 10 | 0.25% | 22.1 | 50.00% | +0.30% | -16.67% | +16.67% | 0.00% |
 | Alert | 14 | 0.34% | 21.4 | 42.86% | -6.87% | +7.14% | +7.14% | 0.00% |
 | Dragon Lance | 2 | 0.05% | 20.3 | 100.00% | +50.32% | 0.00% | 0.00% | 0.00% |
 | Vladmir's Offering | 2 | 0.05% | 20.3 | 100.00% | +50.32% | 0.00% | 0.00% | 0.00% |
 | Eul's Scepter of Divinity | 2 | 0.05% | 20.3 | 100.00% | +50.32% | 0.00% | 0.00% | 0.00% |
 | Orb of Venom | 24 | 0.59% | 19.9 | 33.33% | -16.47% | +16.67% | -16.66% | 0.00% |
 | Dagon | 8 | 0.20% | 18.8 | 50.00% | +0.30% | -50.00% | +50.00% | 0.00% |
 | Mage Slayer | 21 | 0.52% | 18.4 | 33.33% | -16.46% | +16.67% | -16.66% | 0.00% |
 | Pirate Hat | 5 | 0.12% | 17.7 | 60.00% | +10.31% | -10.00% | +6.67% | 0.00% |
 | Fallen Sky | 5 | 0.12% | 17.7 | 60.00% | +10.31% | -10.00% | +6.67% | 0.00% |
 | Unrelenting Eye | 6 | 0.15% | 14.9 | 50.00% | +0.30% | -10.00% | -10.00% | 0.00% |
 | Dagon (level 2) | 6 | 0.15% | 14.9 | 50.00% | +0.30% | 0.00% | 0.00% | 0.00% |
 | Eternal Shroud | 6 | 0.15% | 14.9 | 50.00% | +0.30% | -50.00% | +50.00% | 0.00% |
 | Dagon (level 3) | 6 | 0.15% | 14.9 | 50.00% | +0.30% | 0.00% | +50.00% | 0.00% |
 | Dagon (level 4) | 6 | 0.15% | 14.9 | 50.00% | +0.30% | 0.00% | 0.00% | 0.00% |
 | Whisper of the Dread | 16 | 0.39% | 14.0 | 31.25% | -18.53% | +43.75% | -6.25% | 0.00% |
 | Heaven's Halberd | 11 | 0.27% | 13.8 | 36.36% | -13.38% | -36.36% | -3.03% | 0.00% |
 | Helm of the Dominator | 3 | 0.07% | 13.5 | 66.67% | +16.98% | +33.33% | -66.67% | 0.00% |
 | Vampiric | 4 | 0.10% | 10.4 | 50.00% | +0.30% | +50.00% | -50.00% | 0.00% |
 | Spider Legs | 4 | 0.10% | 10.4 | 50.00% | +0.30% | +16.67% | -50.00% | 0.00% |
 | Gleipnir | 1 | 0.02% | 9.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Quickened | 1 | 0.02% | 9.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Kaya and Sange | 1 | 0.02% | 9.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Blink Dagger | 5 | 0.12% | 8.4 | 40.00% | -9.72% | -40.00% | +60.00% | 0.00% |
 | Mask of Madness | 6 | 0.15% | 7.2 | 33.33% | -16.40% | +16.67% | -33.33% | 0.00% |
 | Arcane Boots | 8 | 0.20% | 5.6 | 25.00% | -24.75% | -25.00% | +25.00% | 0.00% |
 | Yasha and Kaya | 2 | 0.05% | 5.3 | 50.00% | +0.30% | +50.00% | -50.00% | 0.00% |
 | Titanic | 3 | 0.07% | 3.6 | 33.33% | -16.39% | -33.33% | -33.33% | 0.00% |
 | Dagon (level 5) | 3 | 0.07% | 3.6 | 33.33% | -16.39% | +66.67% | -33.33% | 0.00% |
 | Book of the Dead | 4 | 0.10% | 2.9 | 25.00% | -24.73% | +25.00% | -25.00% | 0.00% |
 | Crude | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Audacious | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Vast | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Tranquil Boots | 2 | 0.05% | 0.0 | 0.00% | -49.73% | 0.00% | 0.00% | 0.00% |
 | Crimson Guard | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Aeon Disk | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Soul Ring | 4 | 0.10% | 0.0 | 0.00% | -49.75% | 0.00% | 0.00% | 0.00% |
 | Phylactery | 2 | 0.05% | 0.0 | 0.00% | -49.73% | 0.00% | 0.00% | 0.00% |
 | Witch Blade | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Khanda | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |