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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 | 188 | 0.60% | 100.0 | 96.81% | +46.77% | +3.19% | -3.19% | -0.88% |
 | Desolator | 47 | 0.15% | 86.7 | 97.87% | +47.62% | +2.13% | -6.20% | 0.00% |
 | Boots of Travel | 617 | 1.97% | 81.4 | 78.28% | +28.52% | +4.19% | -6.20% | -0.69% |
 | Boots of Bearing | 450 | 1.44% | 76.4 | 74.89% | +24.92% | +9.18% | -11.50% | -1.72% |
 | Octarine Core | 867 | 2.77% | 73.9 | 70.82% | +21.08% | +5.22% | -9.99% | -1.20% |
 | Blink Dagger | 2954 | 9.44% | 72.9 | 67.91% | +19.42% | +2.59% | -3.82% | -0.51% |
 | Aghanim's Scepter | 2004 | 6.41% | 72.4 | 67.91% | +18.79% | +3.95% | -8.03% | -0.97% |
 | Aeon Disk | 2015 | 6.44% | 71.6 | 67.20% | +18.04% | +2.24% | -5.10% | -0.69% |
 | Wraith Pact | 561 | 1.79% | 71.1 | 69.52% | +19.55% | +9.77% | -13.09% | -1.89% |
 | Drum of Endurance | 888 | 2.84% | 71.1 | 68.24% | +18.44% | -6.53% | +0.68% | 0.50% |
 | Guardian Greaves | 111 | 0.35% | 69.4 | 76.58% | +26.35% | +5.56% | +9.13% | 0.00% |
 | Vladmir's Offering | 790 | 2.53% | 69.3 | 66.96% | +17.07% | +1.22% | -11.63% | -1.04% |
 | Ring of Health | 1911 | 6.11% | 69.1 | 65.04% | +15.67% | +10.90% | -11.48% | -1.55% |
 | Crown | 835 | 2.67% | 68.1 | 65.75% | +15.85% | +1.71% | -8.33% | -0.84% |
 | Morbid Mask | 809 | 2.59% | 67.7 | 65.51% | +15.59% | +6.27% | -11.05% | -1.22% |
 | Lotus Orb | 1206 | 3.86% | 67.6 | 64.51% | +14.75% | +5.69% | -9.69% | -1.35% |
 | Mekansm | 332 | 1.06% | 67.6 | 68.37% | +18.24% | -4.51% | +2.71% | 0.52% |
 | Aether Lens | 11153 | 35.66% | 67.3 | 61.70% | +17.68% | +0.67% | -0.58% | -0.10% |
 | Void Stone | 12820 | 40.99% | 66.7 | 61.15% | +18.34% | +0.35% | -1.65% | -0.14% |
 | Buckler | 1024 | 3.27% | 66.1 | 63.48% | +13.60% | +0.19% | -4.10% | -0.29% |
 | Eul's Scepter of Divinity | 542 | 1.73% | 65.8 | 64.94% | +14.87% | -0.97% | -1.24% | -0.02% |
 | Pipe of Insight | 181 | 0.58% | 64.1 | 68.51% | +18.29% | +7.05% | -1.84% | -0.75% |
 | Scythe of Vyse | 194 | 0.62% | 64.1 | 68.04% | +17.83% | +9.51% | -3.46% | -1.29% |
 | Chainmail | 599 | 1.92% | 63.3 | 62.44% | +12.35% | -5.11% | -1.11% | 0.26% |
 | Headdress | 690 | 2.21% | 62.7 | 61.45% | +11.38% | -13.47% | +4.83% | 0.69% |
 | Ring of Protection | 1462 | 4.67% | 62.4 | 59.44% | +9.56% | -6.43% | +0.83% | 0.32% |
 | Aghanim's Shard | 19997 | 63.93% | 61.9 | 56.59% | +17.38% | +1.32% | -3.94% | -0.54% |
 | Hood of Defiance | 257 | 0.82% | 61.5 | 64.20% | +13.99% | -1.70% | -0.14% | 0.13% |
 | Force Staff | 15839 | 50.64% | 60.8 | 55.62% | +10.73% | +3.52% | -1.76% | -0.58% |
 | Ghost Scepter | 5890 | 18.83% | 60.7 | 56.18% | +7.21% | +0.51% | -4.28% | -0.49% |
 | Kaya | 363 | 1.16% | 60.5 | 61.71% | +11.52% | +0.93% | -3.47% | -0.36% |
 | Telescope | 2280 | 7.29% | 59.3 | 55.88% | +5.99% | +5.35% | -4.83% | -2.55% |
 | Glimmer Cape | 13074 | 41.80% | 59.2 | 54.28% | +6.80% | +4.42% | -1.80% | -0.65% |
 | Black King Bar | 89 | 0.28% | 59.1 | 69.66% | +19.39% | +12.16% | -10.57% | 0.00% |
 | Arcane Boots | 8731 | 27.91% | 58.8 | 54.17% | +5.34% | +2.31% | -1.99% | -1.02% |
 | Mask of Madness | 27 | 0.09% | 58.5 | 85.19% | +34.90% | -13.76% | +14.81% | 0.00% |
 | Ceremonial Robe | 1952 | 6.24% | 58.3 | 55.17% | +5.17% | +2.41% | -2.92% | -1.07% |
 | Blight Stone | 267 | 0.85% | 58.2 | 61.05% | +10.82% | +3.13% | +0.14% | -0.18% |
 | Psychic Headband | 3870 | 12.37% | 57.7 | 53.82% | +3.99% | +1.14% | -2.11% | -0.81% |
 | Ethereal Blade | 230 | 0.74% | 57.6 | 61.30% | +11.06% | +0.77% | -5.16% | -0.63% |
 | Ogre Seal Totem | 1023 | 3.27% | 57.4 | 55.62% | +5.47% | +6.10% | -1.71% | -1.95% |
 | Fluffy Hat | 18387 | 58.78% | 57.2 | 52.33% | +4.87% | -0.25% | +0.79% | 0.09% |
 | Tranquil Boots | 23314 | 74.54% | 56.9 | 51.96% | +6.44% | +0.86% | +1.37% | 0.10% |
 | Magic Wand | 20628 | 65.95% | 56.6 | 51.73% | +4.13% | +0.14% | -1.49% | -0.25% |
 | Ascetic's Cap | 413 | 1.32% | 56.6 | 57.63% | +7.40% | +7.42% | -4.23% | -2.91% |
 | Wind Lace | 25155 | 80.42% | 56.5 | 51.55% | +6.27% | +0.21% | +0.43% | 0.04% |
 | Ring of Basilius | 4525 | 14.47% | 56.5 | 52.53% | +2.58% | -0.45% | +6.36% | 0.86% |
 | Trusty Shovel | 6917 | 22.11% | 56.4 | 52.10% | +2.28% | +2.85% | -1.61% | -1.49% |
 | Philosopher's Stone | 7269 | 23.24% | 55.9 | 51.66% | +1.74% | +0.46% | -1.85% | -0.58% |
 | Magic Stick | 27313 | 87.32% | 55.7 | 50.81% | +3.84% | +0.64% | -0.75% | -0.36% |
 | Pupil's Gift | 1930 | 6.17% | 55.4 | 52.59% | +2.41% | +0.41% | -2.80% | -0.54% |
 | Linken's Sphere | 63 | 0.20% | 55.3 | 69.84% | +19.55% | +23.91% | -7.34% | 0.00% |
 | Boots of Speed | 31235 | 99.86% | 55.3 | 50.34% | +13.98% | +2.27% | -4.11% | -1.65% |
 | Eye of the Vizier | 5033 | 16.09% | 55.0 | 51.10% | +0.92% | +1.60% | -1.58% | -0.64% |
 | Tumbler's Toy | 4272 | 13.66% | 54.9 | 51.17% | +0.98% | +1.36% | -2.67% | -0.81% |
 | Pig Pole | 2819 | 9.01% | 54.8 | 51.54% | +1.34% | +2.22% | -1.47% | -0.92% |
 | Quickening Charm | 1464 | 4.68% | 54.7 | 52.39% | +2.17% | +2.53% | -3.21% | -0.96% |
 | Bullwhip | 2440 | 7.80% | 54.6 | 51.56% | +1.34% | -0.74% | -0.74% | 0.00% |
 | Seeds of Serenity | 5652 | 18.07% | 54.6 | 50.64% | +0.38% | +1.73% | -4.07% | -1.93% |
 | Wind Waker | 50 | 0.16% | 54.5 | 72.00% | +21.71% | +20.31% | -13.67% | 0.00% |
 | Fairy's Trinket | 3384 | 10.82% | 54.2 | 50.80% | +0.53% | +0.38% | -1.86% | -0.45% |
 | Medallion of Courage | 197 | 0.63% | 54.0 | 58.88% | +8.61% | +0.30% | -1.74% | -0.15% |
 | Arcane Ring | 3700 | 11.83% | 53.7 | 50.19% | -0.15% | +1.70% | -1.54% | -0.81% |
 | Broom Handle | 1379 | 4.41% | 53.6 | 51.56% | +1.29% | -1.13% | -3.44% | -0.77% |
 | Lance of Pursuit | 2800 | 8.95% | 53.5 | 50.32% | 0.00% | -0.75% | -3.03% | -0.76% |
 | Timeless Relic | 547 | 1.75% | 53.2 | 53.56% | +3.29% | +2.64% | -4.65% | -1.82% |
 | Ring of Aquila | 678 | 2.17% | 53.1 | 52.80% | +2.53% | -1.62% | -0.73% | 0.11% |
 | Stormcrafter | 476 | 1.52% | 52.7 | 53.57% | +3.30% | +6.93% | -4.83% | -2.94% |
 | Possessed Mask | 874 | 2.79% | 52.4 | 51.49% | +1.20% | +6.96% | -2.41% | -2.34% |
 | Refresher Orb | 88 | 0.28% | 52.4 | 63.64% | +13.35% | -9.09% | -4.55% | 0.00% |
 | Vambrace | 917 | 2.93% | 52.3 | 51.25% | +0.95% | -1.47% | -3.22% | -0.22% |
 | Occult Bracelet | 2667 | 8.53% | 52.3 | 49.31% | -1.11% | +0.17% | -2.98% | -1.05% |
 | Blast Rig | 990 | 3.17% | 52.2 | 51.01% | +0.71% | +3.83% | -2.02% | -1.17% |
 | Solar Crest | 151 | 0.48% | 52.1 | 58.94% | +8.66% | +6.85% | -8.94% | -1.36% |
 | Cloak of Flames | 309 | 0.99% | 52.0 | 54.69% | +4.41% | -2.74% | -0.14% | 0.52% |
 | Veil of Discord | 344 | 1.10% | 51.8 | 54.07% | +3.79% | -0.58% | -6.40% | -0.74% |
 | Nether Shawl | 1882 | 6.02% | 51.7 | 49.26% | -1.13% | -0.85% | -1.60% | -0.15% |
 | Flicker | 343 | 1.10% | 50.4 | 52.77% | +2.47% | +1.88% | -9.75% | -2.33% |
 | Trickster Cloak | 295 | 0.94% | 50.1 | 53.22% | +2.92% | +4.89% | -12.68% | -4.39% |
 | Specialist's Array | 344 | 1.10% | 49.0 | 51.45% | +1.14% | -1.45% | -2.61% | -0.29% |
 | Spell Prism | 392 | 1.25% | 48.8 | 50.77% | +0.45% | +8.41% | -16.08% | -6.12% |
 | Sange | 59 | 0.19% | 48.7 | 64.41% | +14.11% | +2.26% | -4.41% | 0.00% |
 | Dragon Scale | 615 | 1.97% | 48.6 | 48.94% | -1.41% | -0.24% | +1.06% | 0.26% |
 | Rod of Atos | 44 | 0.14% | 48.6 | 68.18% | +17.88% | +4.55% | +4.55% | 0.00% |
 | Bottle | 325 | 1.04% | 48.3 | 51.08% | +0.76% | -10.34% | +9.41% | 2.19% |
 | Wraith Band | 152 | 0.49% | 48.2 | 55.26% | +4.96% | -5.26% | -2.63% | 0.13% |
 | Havoc Hammer | 105 | 0.34% | 48.2 | 58.10% | +7.80% | -4.25% | +7.28% | 0.00% |
 | Seer Stone | 68 | 0.22% | 47.6 | 61.76% | +11.46% | +2.95% | -8.82% | 0.00% |
 | Boots of Travel 2 | 23 | 0.07% | 47.5 | 78.26% | +27.96% | -11.59% | -11.59% | 0.00% |
 | Divine Rapier | 23 | 0.07% | 47.5 | 78.26% | +27.96% | +5.07% | -11.59% | 0.00% |
 | Spirit Vessel | 144 | 0.46% | 47.4 | 54.86% | +4.56% | +9.03% | -7.64% | 0.00% |
 | Null Talisman | 506 | 1.62% | 47.1 | 48.22% | -2.14% | -0.98% | -1.39% | -0.04% |
 | Grove Bow | 264 | 0.84% | 46.9 | 50.76% | +0.44% | -6.82% | +2.27% | 1.82% |
 | Bracer | 734 | 2.35% | 46.8 | 46.73% | -3.68% | +1.10% | +3.00% | 0.22% |
 | Urn of Shadows | 249 | 0.80% | 46.0 | 50.20% | -0.13% | +1.41% | -5.04% | -0.65% |
 | Ninja Gear | 123 | 0.39% | 45.7 | 54.47% | +4.16% | -2.86% | -6.08% | 0.00% |
 | Elven Tunic | 81 | 0.26% | 45.6 | 58.02% | +7.72% | -8.02% | -18.02% | 0.00% |
 | Vanguard | 30 | 0.10% | 44.5 | 70.00% | +19.69% | +17.50% | +15.71% | 0.00% |
 | Holy Locket | 19 | 0.06% | 44.3 | 78.95% | +28.64% | +1.05% | -18.95% | 0.00% |
 | Book of Shadows | 51 | 0.16% | 43.0 | 60.78% | +10.47% | +16.14% | -14.63% | 0.00% |
 | Book of the Dead | 57 | 0.18% | 41.5 | 57.89% | +7.58% | +6.40% | +6.40% | 0.00% |
 | Kaya and Sange | 24 | 0.08% | 41.3 | 70.83% | +20.52% | -20.83% | +12.50% | 0.00% |
 | Heaven's Halberd | 32 | 0.10% | 41.1 | 65.63% | +15.32% | +21.87% | -3.13% | 0.00% |
 | Witchbane | 132 | 0.42% | 40.8 | 49.24% | -1.09% | -0.76% | +2.28% | 0.00% |
 | Enchanted Quiver | 102 | 0.33% | 39.6 | 50.00% | -0.33% | 0.00% | -6.00% | 0.00% |
 | Crimson Guard | 19 | 0.06% | 39.4 | 73.68% | +23.37% | +26.32% | +6.32% | 0.00% |
 | Arcane Blink | 10 | 0.03% | 38.8 | 90.00% | +39.69% | +10.00% | -40.00% | 0.00% |
 | Quelling Blade | 397 | 1.27% | 38.5 | 41.06% | -9.38% | -0.66% | -6.72% | -0.35% |
 | Helm of Iron Will | 34 | 0.11% | 38.5 | 61.76% | +11.45% | +16.02% | -36.76% | 0.00% |
 | Mirror Shield | 9 | 0.03% | 35.6 | 88.89% | +38.58% | +11.11% | +11.11% | 0.00% |
 | Orb of Venom | 71 | 0.23% | 35.5 | 49.30% | -1.03% | +17.37% | -10.41% | 0.00% |
 | Titan Sliver | 61 | 0.20% | 35.5 | 50.82% | +0.50% | +9.18% | -10.82% | 0.00% |
 | Moon Shard | 35 | 0.11% | 34.6 | 57.14% | +6.82% | -23.81% | +9.53% | 0.00% |
 | Orb of Corrosion | 13 | 0.04% | 34.4 | 76.92% | +26.61% | -10.25% | -10.25% | 0.00% |
 | Power Treads | 26 | 0.08% | 34.1 | 61.54% | +11.22% | -18.68% | +21.79% | 0.00% |
 | Dagon | 36 | 0.12% | 33.7 | 55.56% | +5.24% | -22.23% | +22.22% | 0.00% |
 | Crystalys | 8 | 0.03% | 32.2 | 87.50% | +37.19% | +12.50% | -37.50% | 0.00% |
 | Hand of Midas | 340 | 1.09% | 32.2 | 35.59% | -14.90% | -0.30% | +0.88% | 0.15% |
 | Arcanist's Armor | 33 | 0.11% | 31.6 | 54.55% | +4.23% | +20.45% | -17.05% | 0.00% |
 | Soul Ring | 28 | 0.09% | 31.6 | 57.14% | +6.82% | 0.00% | +28.57% | 0.00% |
 | Heart of Tarrasque | 5 | 0.02% | 29.1 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% |
 | Hurricane Pike | 13 | 0.04% | 28.7 | 69.23% | +18.91% | -2.56% | -35.90% | 0.00% |
 | Paladin Sword | 18 | 0.06% | 28.3 | 61.11% | +10.79% | -21.11% | +13.89% | 0.00% |
 | Pirate Hat | 19 | 0.06% | 26.5 | 57.89% | +7.57% | +2.11% | +2.11% | 0.00% |
 | Falcon Blade | 25 | 0.08% | 25.8 | 52.00% | +1.68% | +14.67% | -18.67% | 0.00% |
 | Phase Boots | 37 | 0.12% | 25.7 | 45.95% | -4.38% | -1.51% | -12.62% | 0.00% |
 | Force Boots | 31 | 0.10% | 25.7 | 48.39% | -1.94% | +14.11% | -10.89% | 0.00% |
 | Aghanim's Blessing | 20 | 0.06% | 25.0 | 55.00% | +4.68% | +45.00% | -35.00% | 0.00% |
 | Mind Breaker | 23 | 0.07% | 24.8 | 52.17% | +1.85% | -35.50% | +14.50% | 0.00% |
 | Shiva's Guard | 10 | 0.03% | 24.5 | 70.00% | +19.68% | +30.00% | -20.00% | 0.00% |
 | Sange and Yasha | 5 | 0.02% | 18.9 | 80.00% | +29.68% | +20.00% | +20.00% | 0.00% |
 | Giant's Ring | 5 | 0.02% | 18.9 | 80.00% | +29.68% | -80.00% | +20.00% | 0.00% |
 | Ex Machina | 11 | 0.04% | 17.2 | 54.55% | +4.23% | +12.12% | -21.22% | 0.00% |
 | Dragon Lance | 6 | 0.02% | 15.4 | 66.67% | +16.35% | -16.67% | +33.33% | 0.00% |
 | Yasha | 6 | 0.02% | 15.4 | 66.67% | +16.35% | -16.67% | -66.67% | 0.00% |
 | Shadow Blade | 20 | 0.06% | 15.0 | 40.00% | -10.33% | 0.00% | 0.00% | 0.00% |
 | Brigand's Blade | 13 | 0.04% | 14.3 | 46.15% | -4.18% | -12.82% | -12.82% | 0.00% |
 | Dagger of Ristul | 10 | 0.03% | 13.6 | 50.00% | -0.32% | +16.67% | -50.00% | 0.00% |
 | Dagon (level 2) | 18 | 0.06% | 13.5 | 38.89% | -11.44% | -18.89% | +36.11% | 0.00% |
 | Butterfly | 2 | 0.01% | 12.8 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% |
 | Mjollnir | 2 | 0.01% | 12.8 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% |
 | Maelstrom | 11 | 0.04% | 12.6 | 45.45% | -4.88% | +21.22% | -12.12% | 0.00% |
 | Javelin | 15 | 0.05% | 12.5 | 40.00% | -10.33% | +10.00% | +10.00% | 0.00% |
 | Skull Basher | 8 | 0.03% | 11.7 | 50.00% | -0.32% | -50.00% | -50.00% | 0.00% |
 | Mage Slayer | 5 | 0.02% | 11.0 | 60.00% | +9.68% | +40.00% | -60.00% | 0.00% |
 | Helm of the Dominator | 5 | 0.02% | 11.0 | 60.00% | +9.68% | -60.00% | -60.00% | 0.00% |
 | Dagon (level 3) | 13 | 0.04% | 10.5 | 38.46% | -11.87% | -38.46% | +28.21% | 0.00% |
 | Diffusal Blade | 3 | 0.01% | 8.2 | 66.67% | +16.35% | -66.67% | 0.00% | 0.00% |
 | Apex | 3 | 0.01% | 8.2 | 66.67% | +16.35% | +33.33% | 0.00% | 0.00% |
 | Fallen Sky | 12 | 0.04% | 7.8 | 33.33% | -17.00% | -33.33% | 0.00% | 0.00% |
 | Orchid Malevolence | 12 | 0.04% | 7.8 | 33.33% | -17.00% | +33.34% | -33.33% | 0.00% |
 | Yasha and Kaya | 4 | 0.01% | 6.1 | 50.00% | -0.32% | -50.00% | -50.00% | 0.00% |
 | Blade Mail | 4 | 0.01% | 6.1 | 50.00% | -0.32% | +50.00% | -50.00% | 0.00% |
 | Overwhelming Blink | 2 | 0.01% | 3.3 | 50.00% | -0.32% | +50.00% | 0.00% | 0.00% |
 | Helm of the Overlord | 2 | 0.01% | 3.3 | 50.00% | -0.32% | +50.00% | 0.00% | 0.00% |
 | Assault Cuirass | 4 | 0.01% | 1.6 | 25.00% | -25.33% | -25.00% | -25.00% | 0.00% |
 | Dagon (level 5) | 6 | 0.02% | 1.2 | 16.67% | -33.66% | -16.67% | -16.67% | 0.00% |
 | Dagon (level 4) | 6 | 0.02% | 1.2 | 16.67% | -33.66% | -16.67% | -16.67% | 0.00% |
 | Manta Style | 1 | 0.00% | 0.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Radiance | 1 | 0.00% | 0.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Abyssal Blade | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Daedalus | 1 | 0.00% | 0.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Penta-Edged Sword | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Bloodthorn | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Battle Fury | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Nullifier | 2 | 0.01% | 0.0 | 0.00% | -50.33% | 0.00% | 0.00% | 0.00% |
 | Witch Blade | 1 | 0.00% | 0.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |