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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 | 91 | 1.29% | 100.0 | 93.41% | +45.62% | -2.11% | -6.45% | 0.00% |
 | Boots of Travel 2 | 42 | 0.59% | 85.0 | 90.48% | +42.35% | +1.19% | -13.56% | 0.00% |
 | Heart of Tarrasque | 1623 | 22.99% | 79.5 | 68.02% | +25.50% | +6.86% | -7.43% | -1.46% |
 | Aghanim's Scepter | 1875 | 26.55% | 78.8 | 67.25% | +25.70% | +5.67% | -9.68% | -1.47% |
 | Shiva's Guard | 2394 | 33.90% | 77.2 | 65.62% | +26.09% | +7.50% | -9.21% | -2.08% |
 | Sange and Yasha | 481 | 6.81% | 76.6 | 68.19% | +21.26% | +6.19% | -0.42% | -0.72% |
 | Octarine Core | 245 | 3.47% | 76.5 | 70.61% | +23.03% | +3.58% | -7.71% | -1.18% |
 | Wind Waker | 328 | 4.65% | 75.9 | 68.90% | +21.52% | +7.29% | -12.80% | -1.94% |
 | Ring of Tarrasque | 1895 | 26.84% | 75.9 | 64.80% | +22.45% | +3.55% | -7.84% | -1.06% |
 | Yasha | 495 | 7.01% | 74.9 | 66.67% | +19.67% | +3.49% | -3.77% | -0.81% |
 | Dagon (level 4) | 235 | 3.33% | 73.2 | 68.09% | +20.39% | -1.99% | -5.38% | -0.24% |
 | Aghanim's Blessing | 418 | 5.92% | 73.1 | 65.79% | +18.51% | +6.59% | -14.36% | -2.50% |
 | Dagon (level 5) | 201 | 2.85% | 71.7 | 67.66% | +19.85% | -2.95% | -6.88% | -0.28% |
 | Veil of Discord | 2868 | 40.62% | 71.2 | 60.46% | +20.35% | +2.86% | -9.55% | -1.32% |
 | Crown | 3044 | 43.11% | 70.9 | 60.15% | +20.69% | +1.19% | -9.23% | -1.05% |
 | Helm of Iron Will | 2897 | 41.03% | 70.9 | 60.20% | +20.05% | +2.28% | -9.30% | -1.19% |
 | Kaya and Sange | 1520 | 21.53% | 70.5 | 60.66% | +15.65% | -1.87% | -0.92% | 0.11% |
 | Kaya | 1641 | 23.24% | 70.0 | 60.15% | +15.33% | +3.35% | -5.65% | -0.95% |
 | Dagon (level 3) | 282 | 3.99% | 69.8 | 64.54% | +16.83% | -2.57% | -1.16% | 0.10% |
 | Dagon (level 2) | 332 | 4.70% | 68.3 | 62.65% | +14.98% | -4.82% | +1.21% | 0.42% |
 | Sange | 2180 | 30.87% | 68.3 | 58.30% | +14.35% | +2.51% | -2.89% | -0.61% |
 | Boots of Travel | 4123 | 58.39% | 68.1 | 57.51% | +21.94% | -7.07% | -0.67% | 0.66% |
 | Ghost Scepter | 341 | 4.83% | 67.5 | 61.88% | +14.19% | -6.07% | +17.67% | 2.01% |
 | Linken's Sphere | 248 | 3.51% | 67.1 | 62.90% | +15.05% | +6.45% | -8.06% | -1.12% |
 | Refresher Orb | 192 | 2.72% | 64.5 | 61.98% | +13.98% | +10.94% | -9.90% | -1.68% |
 | Ceremonial Robe | 685 | 9.70% | 64.0 | 56.79% | +9.32% | +7.57% | -1.91% | -3.16% |
 | Radiance | 4843 | 68.59% | 63.1 | 53.15% | +15.19% | +13.32% | -12.19% | -6.49% |
 | Cornucopia | 207 | 2.93% | 63.0 | 60.39% | +12.37% | +1.15% | -2.70% | -0.31% |
 | Lotus Orb | 995 | 14.09% | 62.3 | 54.57% | +7.21% | +8.23% | -4.77% | -1.46% |
 | Ring of Health | 1422 | 20.14% | 61.4 | 53.16% | +5.99% | -0.22% | -2.60% | -0.23% |
 | Blink Dagger | 455 | 6.44% | 61.2 | 55.60% | +7.72% | -2.09% | -2.97% | -0.06% |
 | Overwhelming Blink | 85 | 1.20% | 61.0 | 64.71% | +16.53% | +12.56% | -23.80% | 0.00% |
 | Void Stone | 3084 | 43.68% | 60.9 | 51.75% | +5.99% | 0.00% | +0.45% | 0.05% |
 | Aghanim's Shard | 6503 | 92.10% | 60.6 | 50.81% | +30.74% | +6.75% | -7.44% | -2.72% |
 | Buckler | 174 | 2.46% | 60.5 | 59.20% | +11.09% | -6.93% | -0.11% | 0.52% |
 | Diadem | 740 | 10.48% | 59.5 | 52.84% | +4.98% | -5.27% | +8.78% | 0.96% |
 | Eternal Shroud | 1694 | 23.99% | 59.4 | 51.18% | +3.69% | +2.83% | -6.60% | -1.41% |
 | Black King Bar | 1254 | 17.76% | 59.3 | 51.59% | +3.91% | +12.74% | 0.00% | -1.10% |
 | Dagon | 675 | 9.56% | 59.1 | 52.74% | +4.82% | -5.99% | +8.21% | 1.28% |
 | Guardian Greaves | 161 | 2.28% | 59.0 | 58.39% | +10.25% | -2.29% | -2.29% | 0.00% |
 | Whisper of the Dread | 1250 | 17.70% | 58.8 | 51.20% | +3.43% | +1.34% | -0.74% | -1.04% |
 | Eul's Scepter of Divinity | 2091 | 29.61% | 58.6 | 50.26% | +2.67% | -1.12% | -0.74% | 0.05% |
 | Magic Wand | 6066 | 85.91% | 58.5 | 49.18% | +5.66% | +0.66% | -1.02% | -0.57% |
 | Essence Ring | 2201 | 31.17% | 58.4 | 50.02% | +2.39% | +4.39% | -5.07% | -9.46% |
 | Magic Stick | 5936 | 84.07% | 58.3 | 48.97% | +3.73% | +0.65% | -0.95% | -1.32% |
 | Boots of Speed | 7053 | 99.89% | 57.8 | 48.40% | +23.40% | +4.59% | -6.52% | -6.17% |
 | Searing Signet | 2314 | 32.77% | 57.3 | 49.05% | +1.00% | +3.81% | -4.65% | -8.46% |
 | Bracer | 3428 | 48.55% | 57.1 | 48.48% | +0.20% | +2.67% | -5.01% | -4.01% |
 | Ogre Seal Totem | 694 | 9.83% | 57.1 | 51.01% | +2.92% | +4.18% | -0.31% | -1.50% |
 | Null Talisman | 4872 | 69.00% | 56.9 | 47.99% | -1.26% | +1.20% | -0.61% | -1.23% |
 | Aeon Disk | 23 | 0.33% | 56.9 | 78.26% | +29.98% | -28.26% | +21.74% | 0.00% |
 | Wind Lace | 3317 | 46.98% | 56.6 | 48.03% | -0.66% | +1.49% | -1.40% | -0.19% |
 | Ring of Protection | 368 | 5.21% | 56.2 | 52.17% | +4.00% | +2.18% | +6.53% | 0.24% |
 | Spark of Courage | 1004 | 14.22% | 56.2 | 49.40% | +1.19% | +1.38% | -2.50% | -1.94% |
 | Pig Pole | 741 | 10.49% | 55.9 | 49.80% | +1.59% | -1.75% | +3.88% | 1.88% |
 | Mana Draught | 1828 | 25.89% | 55.8 | 48.09% | -0.39% | -0.62% | +0.24% | 0.43% |
 | Mekansm | 178 | 2.52% | 55.7 | 55.06% | +6.85% | -3.95% | +0.50% | 0.34% |
 | Occult Bracelet | 1488 | 21.07% | 55.6 | 48.19% | -0.24% | -0.20% | -0.55% | -0.18% |
 | Headdress | 353 | 5.00% | 55.3 | 51.56% | +3.35% | -5.49% | -4.37% | 0.09% |
 | Holy Locket | 27 | 0.38% | 55.2 | 74.07% | +25.79% | -2.64% | -2.64% | 0.00% |
 | Gale Guard | 1696 | 24.02% | 55.1 | 47.58% | -1.05% | -1.25% | +1.02% | 1.14% |
 | Orb of Destruction | 425 | 6.02% | 54.9 | 50.59% | +2.35% | -0.29% | -2.09% | -0.90% |
 | Gossamer Cape | 1104 | 15.64% | 54.7 | 48.01% | -0.44% | +6.72% | -6.71% | -13.43% |
 | Pyrrhic Cloak | 380 | 5.38% | 54.7 | 50.79% | +2.55% | -0.79% | +0.43% | 0.61% |
 | Scythe of Vyse | 100 | 1.42% | 54.6 | 58.00% | +9.76% | +14.00% | -2.00% | 0.00% |
 | Pollywog Charm | 793 | 11.23% | 53.5 | 47.67% | -0.80% | -1.91% | -0.35% | 0.78% |
 | Phase Boots | 861 | 12.19% | 53.1 | 47.15% | -1.40% | +11.38% | -13.36% | -7.10% |
 | Tumbler's Toy | 737 | 10.44% | 53.1 | 47.49% | -0.99% | -0.46% | +0.21% | 0.67% |
 | Desolator | 11 | 0.16% | 52.2 | 90.91% | +42.60% | +9.09% | +9.09% | 0.00% |
 | Chainmail | 1843 | 26.10% | 52.0 | 44.87% | -4.75% | +8.16% | -6.26% | -1.97% |
 | Boots of Bearing | 38 | 0.54% | 51.8 | 65.79% | +17.51% | +4.21% | +4.21% | 0.00% |
 | Trusty Shovel | 652 | 9.23% | 51.7 | 46.63% | -1.93% | -2.23% | +1.52% | 1.88% |
 | Ring of Basilius | 316 | 4.48% | 51.5 | 48.73% | +0.37% | -0.63% | +13.30% | 1.22% |
 | Power Treads | 353 | 5.00% | 50.6 | 47.59% | -0.83% | +7.47% | -4.26% | -2.83% |
 | Arcane Boots | 310 | 4.39% | 50.6 | 48.06% | -0.33% | -5.75% | +10.91% | 1.77% |
 | Gleipnir | 49 | 0.69% | 50.3 | 61.22% | +12.93% | +23.40% | +0.32% | 0.00% |
 | Ethereal Blade | 41 | 0.58% | 50.3 | 63.41% | +15.12% | +0.23% | +0.23% | 0.00% |
 | Magnifying Monocle | 116 | 1.64% | 49.6 | 52.59% | +4.28% | +7.41% | +0.04% | 0.00% |
 | Pipe of Insight | 189 | 2.68% | 48.6 | 48.68% | +0.31% | +7.57% | -22.15% | -3.86% |
 | Urn of Shadows | 164 | 2.32% | 48.5 | 49.39% | +1.04% | +11.59% | -10.37% | -5.21% |
 | Spirit Vessel | 138 | 1.95% | 48.0 | 50.00% | +1.65% | +4.29% | -1.43% | 0.00% |
 | Rod of Atos | 189 | 2.68% | 47.4 | 47.62% | -0.78% | +0.30% | +2.38% | 0.24% |
 | Wraith Band | 194 | 2.75% | 47.3 | 47.42% | -0.99% | -2.52% | +4.58% | 4.27% |
 | Blade Mail | 967 | 13.69% | 47.1 | 41.78% | -7.65% | +10.70% | -6.24% | -2.39% |
 | Aether Lens | 44 | 0.62% | 46.5 | 59.09% | +10.78% | -13.64% | -4.54% | 0.00% |
 | Fluffy Hat | 430 | 6.09% | 45.8 | 42.79% | -5.95% | +6.28% | -4.83% | -0.86% |
 | Glimmer Cape | 452 | 6.40% | 45.6 | 42.48% | -6.30% | +10.62% | -9.74% | -2.39% |
 | Quelling Blade | 418 | 5.92% | 44.6 | 41.87% | -6.92% | +1.46% | +4.80% | 0.91% |
 | Fallen Sky | 33 | 0.47% | 44.0 | 60.61% | +12.29% | +16.31% | -5.05% | 0.00% |
 | Ninja Gear | 229 | 3.24% | 43.5 | 43.23% | -5.32% | +9.08% | -3.23% | -4.10% |
 | Hurricane Pike | 23 | 0.33% | 42.8 | 65.22% | +16.90% | -15.22% | +34.78% | 0.00% |
 | Drum of Endurance | 48 | 0.68% | 42.3 | 54.17% | +5.83% | +4.16% | +20.83% | 0.00% |
 | Ripper's Lash | 123 | 1.74% | 42.1 | 45.53% | -2.90% | -4.62% | +3.19% | 0.00% |
 | Force Staff | 242 | 3.43% | 41.6 | 41.32% | -7.31% | +1.30% | +1.30% | 0.00% |
 | Gunpowder Gauntlet | 147 | 2.08% | 41.1 | 43.54% | -4.94% | -5.44% | +6.46% | 5.95% |
 | Vanguard | 174 | 2.46% | 41.1 | 42.53% | -6.00% | +7.47% | -3.89% | -0.86% |
 | Manta Style | 33 | 0.47% | 40.8 | 57.58% | +9.24% | +9.09% | +9.09% | 0.00% |
 | Crippling Crossbow | 45 | 0.64% | 40.7 | 53.33% | +4.98% | +18.10% | -14.87% | 0.00% |
 | Heaven's Halberd | 152 | 2.15% | 40.5 | 42.76% | -5.74% | +1.98% | -8.55% | -1.02% |
 | Serrated Shiv | 18 | 0.25% | 39.5 | 66.67% | +18.34% | +4.76% | -16.67% | 0.00% |
 | Magic Lamp | 28 | 0.40% | 38.0 | 57.14% | +8.80% | +4.40% | -12.70% | 0.00% |
 | Dragon Lance | 21 | 0.30% | 37.9 | 61.90% | +13.56% | +4.77% | +21.43% | 0.00% |
 | Tranquil Boots | 69 | 0.98% | 36.5 | 44.93% | -3.48% | -11.60% | -11.60% | 0.00% |
 | Divine Rapier | 20 | 0.28% | 35.2 | 60.00% | +11.65% | -10.00% | -20.00% | 0.00% |
 | Assault Cuirass | 11 | 0.16% | 35.1 | 72.73% | +24.39% | +27.27% | -6.06% | 0.00% |
 | Moon Shard | 28 | 0.40% | 34.5 | 53.57% | +5.21% | +17.86% | +3.57% | 0.00% |
 | Brigand's Blade | 31 | 0.44% | 34.0 | 51.61% | +3.25% | +10.89% | -1.61% | 0.00% |
 | Iron Talon | 109 | 1.54% | 32.6 | 37.61% | -10.94% | +11.67% | -20.11% | 0.00% |
 | Minotaur Horn | 28 | 0.40% | 31.2 | 50.00% | +1.63% | -3.85% | +5.56% | 0.00% |
 | Bottle | 78 | 1.10% | 30.9 | 38.46% | -10.03% | -14.65% | +11.54% | 0.00% |
 | Phylactery | 4 | 0.06% | 30.3 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% |
 | Vampiric | 4 | 0.06% | 30.3 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% |
 | Khanda | 4 | 0.06% | 30.3 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% |
 | Crimson Guard | 13 | 0.18% | 29.1 | 61.54% | +13.19% | -11.54% | +13.46% | 0.00% |
 | Hand of Midas | 145 | 2.05% | 26.6 | 30.34% | -18.42% | +12.90% | -0.61% | 0.00% |
 | Book of the Dead | 12 | 0.17% | 25.4 | 58.33% | +9.97% | -8.33% | +41.67% | 0.00% |
 | Quickened | 12 | 0.17% | 25.4 | 58.33% | +9.97% | +8.34% | -25.00% | 0.00% |
 | Bloodstone | 12 | 0.17% | 25.4 | 58.33% | +9.97% | -25.00% | -25.00% | 0.00% |
 | Brawny | 28 | 0.40% | 24.8 | 42.86% | -5.54% | 0.00% | 0.00% | 0.00% |
 | Yasha and Kaya | 5 | 0.07% | 23.5 | 80.00% | +31.64% | -30.00% | +20.00% | 0.00% |
 | Soul Ring | 13 | 0.18% | 23.3 | 53.85% | +5.48% | +46.15% | -28.85% | 0.00% |
 | Mind Breaker | 23 | 0.33% | 23.0 | 43.48% | -4.91% | -26.81% | +56.52% | 0.00% |
 | Nemesis Curse | 34 | 0.48% | 20.4 | 35.29% | -13.15% | -1.96% | +3.17% | 0.00% |
 | Orb of Venom | 27 | 0.38% | 19.6 | 37.04% | -11.38% | +5.82% | +5.82% | 0.00% |
 | Spider Legs | 9 | 0.13% | 19.2 | 55.56% | +7.19% | +4.44% | -22.23% | 0.00% |
 | Shadow Blade | 16 | 0.23% | 19.0 | 43.75% | -4.64% | -18.75% | -43.75% | 0.00% |
 | Pavise | 4 | 0.06% | 17.3 | 75.00% | +26.64% | +25.00% | +25.00% | 0.00% |
 | Silver Edge | 4 | 0.06% | 17.3 | 75.00% | +26.64% | +25.00% | -75.00% | 0.00% |
 | Solar Crest | 4 | 0.06% | 17.3 | 75.00% | +26.64% | +25.00% | +25.00% | 0.00% |
 | Orb of Frost | 19 | 0.27% | 16.0 | 36.84% | -11.57% | -22.55% | +23.16% | 0.00% |
 | Orchid Malevolence | 2 | 0.03% | 15.8 | 100.00% | +51.64% | 0.00% | 0.00% | 0.00% |
 | Mystical | 10 | 0.14% | 11.8 | 40.00% | -8.39% | +26.67% | -40.00% | 0.00% |
 | Butterfly | 3 | 0.04% | 10.5 | 66.67% | +18.30% | +33.33% | +33.33% | 0.00% |
 | Javelin | 4 | 0.06% | 8.1 | 50.00% | +1.62% | +50.00% | -50.00% | 0.00% |
 | Mage Slayer | 9 | 0.13% | 7.9 | 33.33% | -15.07% | 0.00% | 0.00% | 0.00% |
 | Blight Stone | 9 | 0.13% | 7.9 | 33.33% | -15.07% | 0.00% | 0.00% | 0.00% |
 | Pirate Hat | 1 | 0.01% | 7.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Arcane Blink | 1 | 0.01% | 7.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Satanic | 1 | 0.01% | 7.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Eye of Skadi | 1 | 0.01% | 7.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mask of Madness | 1 | 0.01% | 7.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Armlet of Mordiggian | 1 | 0.01% | 7.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Witch Blade | 11 | 0.16% | 6.6 | 27.27% | -21.14% | +6.06% | +6.06% | 0.00% |
 | Falcon Blade | 7 | 0.10% | 4.8 | 28.57% | -19.83% | +21.43% | +21.43% | 0.00% |
 | Timeless | 2 | 0.03% | 4.1 | 50.00% | +1.62% | +50.00% | -50.00% | 0.00% |
 | Echo Sabre | 2 | 0.03% | 4.1 | 50.00% | +1.62% | -50.00% | +50.00% | 0.00% |
 | Vladmir's Offering | 2 | 0.03% | 4.1 | 50.00% | +1.62% | -50.00% | +50.00% | 0.00% |
 | Titanic | 2 | 0.03% | 4.1 | 50.00% | +1.62% | +50.00% | -50.00% | 0.00% |
 | Morbid Mask | 2 | 0.03% | 4.1 | 50.00% | +1.62% | -50.00% | +50.00% | 0.00% |
 | Tough | 9 | 0.13% | 3.9 | 22.22% | -26.19% | -22.22% | +11.11% | 0.00% |
 | Nullifier | 3 | 0.04% | 2.8 | 33.33% | -15.05% | +66.67% | -33.33% | 0.00% |
 | Abyssal Blade | 3 | 0.04% | 2.8 | 33.33% | -15.05% | -33.33% | -33.33% | 0.00% |
 | Parasma | 3 | 0.04% | 2.8 | 33.33% | -15.05% | +66.67% | -33.33% | 0.00% |
 | Orb of Corrosion | 6 | 0.08% | 1.5 | 16.67% | -31.74% | +33.33% | -16.67% | 0.00% |
 | Unrelenting Eye | 9 | 0.13% | 1.1 | 11.11% | -37.32% | +22.22% | -11.11% | 0.00% |
 | Vast | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Skull Basher | 3 | 0.04% | 0.0 | 0.00% | -48.40% | 0.00% | 0.00% | 0.00% |
 | Greedy | 2 | 0.03% | 0.0 | 0.00% | -48.39% | 0.00% | 0.00% | 0.00% |
 | Maelstrom | 2 | 0.03% | 0.0 | 0.00% | -48.39% | 0.00% | 0.00% | 0.00% |
 | Crystalys | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Daedalus | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |