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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) | |
 | Refresher Orb | 39 | 1.91% | 100.0 | 84.62% | +32.53% | -14.62% | +5.38% | 1.74% |
 | Meteor Hammer | 17 | 0.83% | 94.5 | 94.12% | +41.76% | +5.88% | -14.12% | 0.00% |
 | Kaya | 17 | 0.83% | 94.5 | 94.12% | +41.76% | +5.88% | -14.12% | 0.00% |
 | Black King Bar | 151 | 7.38% | 89.2 | 66.89% | +15.31% | +12.06% | -7.92% | -2.17% |
 | Aghanim's Scepter | 184 | 8.99% | 89.0 | 65.76% | +14.34% | -4.89% | -2.72% | 0.22% |
 | Aether Lens | 1351 | 66.00% | 87.9 | 59.44% | +19.78% | +0.68% | -2.34% | -0.33% |
 | Ghost Scepter | 393 | 19.20% | 85.6 | 60.56% | +9.71% | +6.73% | +5.18% | -0.17% |
 | Blink Dagger | 1625 | 79.38% | 85.3 | 57.42% | +22.82% | +5.57% | -1.40% | -0.92% |
 | Aghanim's Shard | 982 | 47.97% | 84.6 | 57.74% | +9.66% | +2.99% | -4.08% | -0.60% |
 | Lotus Orb | 20 | 0.98% | 84.2 | 85.00% | +32.61% | -25.00% | +15.00% | 0.00% |
 | Glimmer Cape | 758 | 37.03% | 84.1 | 57.92% | +8.27% | -7.13% | -1.08% | 0.73% |
 | Linken's Sphere | 10 | 0.49% | 83.4 | 100.00% | +47.52% | 0.00% | 0.00% | 0.00% |
 | Void Stone | 1286 | 62.82% | 81.3 | 55.13% | +6.51% | -0.95% | -3.58% | -0.24% |
 | Force Staff | 291 | 14.22% | 80.8 | 58.42% | +6.65% | -3.63% | -0.89% | 0.28% |
 | Arcane Boots | 1428 | 69.76% | 80.6 | 54.48% | +5.85% | +0.22% | -2.81% | -1.02% |
 | Ring of Basilius | 1442 | 70.44% | 80.3 | 54.30% | +5.37% | -0.45% | +3.87% | 1.15% |
 | Eul's Scepter of Divinity | 108 | 5.28% | 80.1 | 62.96% | +10.82% | +11.11% | -14.81% | -2.92% |
 | Magic Wand | 1432 | 69.96% | 79.5 | 53.77% | +3.53% | -1.26% | -2.93% | -0.25% |
 | Boots of Speed | 2038 | 99.56% | 78.8 | 52.75% | +8.31% | -0.59% | +3.33% | 1.23% |
 | Wind Lace | 1249 | 61.02% | 78.2 | 53.08% | +0.95% | -0.53% | +1.55% | 0.21% |
 | Magic Stick | 1805 | 88.18% | 77.8 | 52.24% | -3.96% | -1.85% | +0.74% | 1.04% |
 | Boots of Travel | 94 | 4.59% | 76.8 | 61.70% | +9.42% | -3.37% | +13.30% | 0.72% |
 | Trusty Shovel | 538 | 26.28% | 76.1 | 53.35% | +0.86% | -1.03% | -4.16% | -1.04% |
 | Mana Draught | 795 | 38.84% | 75.7 | 52.20% | -0.84% | +3.04% | +1.74% | -0.43% |
 | Tranquil Boots | 504 | 24.62% | 75.3 | 52.98% | +0.36% | +3.71% | -3.77% | -2.01% |
 | Essence Ring | 456 | 22.28% | 75.0 | 53.07% | +0.46% | +0.45% | -1.89% | -1.17% |
 | Diadem | 298 | 14.56% | 74.9 | 54.36% | +1.93% | +1.64% | +1.64% | 0.00% |
 | Magnifying Monocle | 142 | 6.94% | 74.9 | 57.75% | +5.41% | +13.68% | -9.92% | -7.87% |
 | Ninja Gear | 387 | 18.91% | 74.5 | 53.23% | +0.64% | -3.73% | +6.56% | 4.12% |
 | Chainmail | 462 | 22.57% | 73.7 | 52.16% | -0.71% | +1.29% | -5.61% | -1.18% |
 | Ethereal Blade | 42 | 2.05% | 72.9 | 66.67% | +14.25% | -3.03% | +6.06% | 0.80% |
 | Gale Guard | 400 | 19.54% | 72.1 | 51.50% | -1.51% | +2.97% | -3.45% | -3.21% |
 | Pig Pole | 234 | 11.43% | 72.1 | 53.42% | +0.80% | +3.86% | -5.86% | -4.86% |
 | Fluffy Hat | 534 | 26.09% | 71.3 | 50.19% | -3.41% | +0.92% | +4.29% | 0.27% |
 | Quelling Blade | 257 | 12.55% | 71.3 | 52.53% | -0.21% | +1.32% | -0.22% | -0.16% |
 | Gossamer Cape | 369 | 18.03% | 71.3 | 51.22% | -1.82% | +0.28% | -1.66% | -0.97% |
 | Ceremonial Robe | 58 | 2.83% | 71.2 | 62.07% | +9.63% | +2.93% | -10.07% | -6.50% |
 | Pollywog Charm | 168 | 8.21% | 70.9 | 54.17% | +1.59% | +10.01% | -4.17% | -7.09% |
 | Crown | 265 | 12.95% | 70.8 | 52.08% | -0.73% | +1.65% | -2.83% | -0.40% |
 | Orb of Frost | 267 | 13.04% | 70.3 | 51.69% | -1.18% | -6.91% | +5.03% | 2.24% |
 | Tumbler's Toy | 546 | 26.67% | 69.8 | 49.08% | -4.95% | +0.92% | -1.05% | -1.97% |
 | Cornucopia | 353 | 17.24% | 69.5 | 50.14% | -3.11% | +3.79% | +4.92% | 0.09% |
 | Searing Signet | 219 | 10.70% | 68.9 | 51.60% | -1.24% | +0.36% | -2.37% | -1.37% |
 | Ring of Protection | 371 | 18.12% | 68.5 | 49.33% | -4.13% | +5.51% | -7.39% | -1.17% |
 | Blight Stone | 264 | 12.90% | 67.7 | 50.00% | -3.11% | -1.52% | +4.55% | 1.34% |
 | Morbid Mask | 180 | 8.79% | 66.1 | 50.56% | -2.36% | +2.77% | -1.67% | -0.22% |
 | Bottle | 218 | 10.65% | 65.9 | 49.54% | -3.55% | +10.46% | -7.72% | -18.18% |
 | Javelin | 157 | 7.67% | 65.6 | 50.96% | -1.90% | +0.26% | -3.46% | -0.19% |
 | Spark of Courage | 41 | 2.00% | 64.2 | 60.98% | +8.44% | -8.35% | +10.45% | 9.40% |
 | Headdress | 18 | 0.88% | 62.4 | 72.22% | +19.68% | -12.22% | +7.78% | 0.00% |
 | Ring of Health | 208 | 10.16% | 62.0 | 47.12% | -6.22% | +6.73% | +0.96% | -0.30% |
 | Octarine Core | 22 | 1.07% | 61.8 | 68.18% | +15.64% | +15.15% | -1.51% | 0.00% |
 | Ogre Seal Totem | 82 | 4.01% | 61.6 | 52.44% | -0.28% | -0.59% | -0.06% | 0.19% |
 | Occult Bracelet | 137 | 6.69% | 61.5 | 48.91% | -4.07% | +12.91% | -6.36% | -9.64% |
 | Null Talisman | 80 | 3.91% | 61.4 | 52.50% | -0.22% | +2.50% | -2.50% | -0.54% |
 | Buckler | 15 | 0.73% | 58.9 | 73.33% | +20.77% | +1.67% | -23.33% | 0.00% |
 | Mekansm | 19 | 0.93% | 58.7 | 68.42% | +15.86% | -8.42% | -8.42% | 0.00% |
 | Ripper's Lash | 94 | 4.59% | 58.1 | 48.94% | -3.95% | -11.90% | +6.62% | 6.17% |
 | Bracer | 30 | 1.47% | 57.3 | 60.00% | +7.40% | +2.50% | +2.50% | 0.00% |
 | Aeon Disk | 37 | 1.81% | 56.6 | 56.76% | +4.12% | +13.24% | -16.76% | 0.00% |
 | Ring of Tarrasque | 99 | 4.84% | 56.5 | 47.47% | -5.51% | -7.47% | +4.53% | 0.97% |
 | Helm of Iron Will | 180 | 8.79% | 56.3 | 43.89% | -9.67% | -6.11% | -1.67% | 0.22% |
 | Guardian Greaves | 10 | 0.49% | 55.3 | 80.00% | +27.42% | -13.33% | -13.33% | 0.00% |
 | Orb of Destruction | 32 | 1.56% | 53.4 | 56.25% | +3.59% | +15.18% | -11.81% | 0.00% |
 | Whisper of the Dread | 70 | 3.42% | 52.4 | 47.14% | -5.77% | +17.86% | -9.64% | -13.75% |
 | Orb of Venom | 145 | 7.08% | 51.2 | 41.38% | -12.20% | -0.84% | -3.54% | -0.59% |
 | Drum of Endurance | 31 | 1.51% | 46.8 | 51.61% | -1.12% | -1.61% | +23.39% | 0.00% |
 | Mask of Madness | 4 | 0.20% | 44.1 | 100.00% | +47.38% | 0.00% | 0.00% | 0.00% |
 | Boots of Bearing | 10 | 0.49% | 44.0 | 70.00% | +17.37% | -3.33% | +30.00% | 0.00% |
 | Shadow Blade | 7 | 0.34% | 36.0 | 71.43% | +18.78% | +28.57% | -21.43% | 0.00% |
 | Desolator | 3 | 0.15% | 34.3 | 100.00% | +47.36% | 0.00% | 0.00% | 0.00% |
 | Wind Waker | 8 | 0.39% | 31.3 | 62.50% | +9.83% | +37.50% | -12.50% | 0.00% |
 | Iron Talon | 18 | 0.88% | 29.6 | 44.44% | -8.34% | +5.56% | -4.44% | 0.00% |
 | Pyrrhic Cloak | 9 | 0.44% | 27.8 | 55.56% | +2.86% | -22.23% | +11.11% | 0.00% |
 | Aghanim's Blessing | 4 | 0.20% | 25.4 | 75.00% | +22.33% | +25.00% | +25.00% | 0.00% |
 | Solar Crest | 10 | 0.49% | 25.0 | 50.00% | -2.72% | +16.67% | -16.67% | 0.00% |
 | Pavise | 14 | 0.68% | 24.2 | 42.86% | -9.92% | +7.14% | +7.14% | 0.00% |
 | Serrated Shiv | 2 | 0.10% | 23.3 | 100.00% | +47.33% | 0.00% | 0.00% | 0.00% |
 | Wraith Band | 2 | 0.10% | 23.3 | 100.00% | +47.33% | 0.00% | 0.00% | 0.00% |
 | Orb of Corrosion | 2 | 0.10% | 23.3 | 100.00% | +47.33% | 0.00% | 0.00% | 0.00% |
 | Orchid Malevolence | 2 | 0.10% | 23.3 | 100.00% | +47.33% | 0.00% | 0.00% | 0.00% |
 | Yasha and Kaya | 2 | 0.10% | 23.3 | 100.00% | +47.33% | 0.00% | 0.00% | 0.00% |
 | Hurricane Pike | 2 | 0.10% | 23.3 | 100.00% | +47.33% | 0.00% | 0.00% | 0.00% |
 | Magic Lamp | 5 | 0.24% | 20.2 | 60.00% | +7.31% | -10.00% | 0.00% | 0.00% |
 | Soul Ring | 9 | 0.44% | 19.1 | 44.44% | -8.31% | +22.23% | -11.11% | 0.00% |
 | Gunpowder Gauntlet | 6 | 0.29% | 17.0 | 50.00% | -2.72% | +16.67% | 0.00% | 0.00% |
 | Yasha | 3 | 0.15% | 15.7 | 66.67% | +13.98% | +33.33% | -66.67% | 0.00% |
 | Hand of Midas | 33 | 1.61% | 13.6 | 21.21% | -32.02% | -10.10% | -10.10% | 0.00% |
 | Falcon Blade | 1 | 0.05% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Nemesis Curse | 1 | 0.05% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Boots of Travel 2 | 1 | 0.05% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Shiva's Guard | 1 | 0.05% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Pipe of Insight | 1 | 0.05% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dragon Lance | 1 | 0.05% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Veil of Discord | 1 | 0.05% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Divine Rapier | 1 | 0.05% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mind Breaker | 5 | 0.24% | 9.7 | 40.00% | -12.74% | +60.00% | -40.00% | 0.00% |
 | Crippling Crossbow | 5 | 0.24% | 9.7 | 40.00% | -12.74% | +10.00% | -40.00% | 0.00% |
 | Skull Basher | 2 | 0.10% | 6.1 | 50.00% | -2.71% | -50.00% | +50.00% | 0.00% |
 | Brigand's Blade | 2 | 0.10% | 6.1 | 50.00% | -2.71% | -50.00% | +50.00% | 0.00% |
 | Vladmir's Offering | 2 | 0.10% | 6.1 | 50.00% | -2.71% | +50.00% | -50.00% | 0.00% |
 | Urn of Shadows | 3 | 0.15% | 4.3 | 33.33% | -19.41% | +66.67% | -33.33% | 0.00% |
 | Rod of Atos | 1 | 0.05% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Spirit Vessel | 1 | 0.05% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Book of the Dead | 1 | 0.05% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Sange | 1 | 0.05% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Sange and Yasha | 1 | 0.05% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Power Treads | 1 | 0.05% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |