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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 | 155 | 0.65% | 100.0 | 98.06% | +51.30% | +1.94% | -0.62% | 0.00% |
 | Kaya | 135 | 0.57% | 95.2 | 95.56% | +48.74% | +4.44% | -4.38% | 0.00% |
 | Desolator | 520 | 2.18% | 76.1 | 74.81% | +28.33% | +2.88% | -0.19% | -0.28% |
 | Assault Cuirass | 850 | 3.57% | 70.5 | 68.47% | +22.17% | +13.22% | -7.91% | -2.53% |
 | Abyssal Blade | 1948 | 8.18% | 69.8 | 66.27% | +20.88% | +9.29% | -8.07% | -1.80% |
 | Overwhelming Blink | 575 | 2.41% | 69.6 | 68.70% | +22.14% | +12.55% | -9.67% | -2.03% |
 | Octarine Core | 4249 | 17.84% | 68.9 | 64.53% | +21.22% | +14.04% | -10.35% | -3.24% |
 | Disperser | 2057 | 8.64% | 68.8 | 65.29% | +19.91% | +7.33% | -7.93% | -1.32% |
 | Sange | 2526 | 10.60% | 66.7 | 63.06% | +17.86% | +3.71% | -7.07% | -0.83% |
 | Buckler | 1226 | 5.15% | 66.6 | 64.11% | +17.94% | -0.27% | -7.62% | -0.70% |
 | Boots of Travel | 1351 | 5.67% | 65.2 | 62.69% | +16.53% | -6.77% | -1.33% | 0.28% |
 | Sange and Yasha | 712 | 2.99% | 64.7 | 63.62% | +17.03% | +5.10% | -10.25% | -1.59% |
 | Linken's Sphere | 1444 | 6.06% | 63.3 | 60.80% | +14.59% | +4.30% | -10.11% | -1.65% |
 | Shiva's Guard | 652 | 2.74% | 63.1 | 62.42% | +15.76% | +5.68% | -4.75% | -1.30% |
 | Boots of Travel 2 | 68 | 0.29% | 62.0 | 75.00% | +27.99% | +7.35% | +1.47% | 0.00% |
 | Skull Basher | 8681 | 36.45% | 61.9 | 57.53% | +16.42% | +11.25% | -10.15% | -2.91% |
 | Aghanim's Blessing | 1013 | 4.25% | 60.8 | 59.23% | +12.67% | +11.24% | -8.05% | -1.85% |
 | Eye of Skadi | 284 | 1.19% | 60.7 | 63.38% | +16.48% | +8.45% | -9.86% | 0.00% |
 | Refresher Orb | 1170 | 4.91% | 59.6 | 57.78% | +11.24% | +13.31% | -6.93% | -2.08% |
 | Satanic | 108 | 0.45% | 58.5 | 67.59% | +20.59% | +3.84% | -8.33% | 0.00% |
 | Veil of Discord | 782 | 3.28% | 58.3 | 57.54% | +10.80% | +6.42% | -2.44% | -1.01% |
 | Aghanim's Scepter | 18238 | 76.57% | 58.0 | 53.56% | +27.60% | +13.72% | -9.51% | -3.76% |
 | Wind Waker | 291 | 1.22% | 56.9 | 59.79% | +12.85% | +3.22% | -4.38% | 0.00% |
 | Harpoon | 781 | 3.28% | 56.8 | 56.21% | +9.42% | +4.50% | -2.13% | -0.74% |
 | Blink Dagger | 17506 | 73.50% | 56.5 | 52.18% | +19.19% | +3.87% | -7.18% | -1.31% |
 | Aghanim's Shard | 15992 | 67.14% | 56.1 | 51.93% | +14.70% | +1.82% | -5.78% | -0.94% |
 | Yasha | 2354 | 9.88% | 55.7 | 53.10% | +6.66% | +8.09% | -6.75% | -1.60% |
 | Guardian Greaves | 269 | 1.13% | 55.7 | 59.11% | +12.15% | +1.18% | -9.11% | 0.00% |
 | Daedalus | 96 | 0.40% | 55.2 | 65.63% | +18.61% | +13.54% | -3.13% | 0.00% |
 | Ring of Tarrasque | 1383 | 5.81% | 54.8 | 53.07% | +6.34% | +4.44% | -0.18% | -0.36% |
 | Crystalys | 486 | 2.04% | 54.5 | 55.56% | +8.64% | +12.47% | -12.94% | -2.38% |
 | Nullifier | 548 | 2.30% | 53.9 | 54.56% | +7.64% | +11.13% | -8.91% | -2.36% |
 | Manta Style | 1541 | 6.47% | 53.8 | 51.91% | +5.15% | +15.36% | -7.87% | -2.69% |
 | Ring of Health | 2734 | 11.48% | 53.4 | 50.77% | +4.15% | -4.20% | -1.65% | 0.17% |
 | Ring of Protection | 2625 | 11.02% | 53.0 | 50.40% | +3.71% | -4.81% | +5.31% | 0.44% |
 | Power Treads | 14555 | 61.11% | 52.7 | 48.84% | +4.48% | +4.31% | -4.05% | -1.55% |
 | Blight Stone | 18650 | 78.30% | 52.6 | 48.58% | +6.84% | +3.68% | -4.75% | -4.29% |
 | Helm of Iron Will | 1900 | 7.98% | 52.6 | 50.47% | +3.67% | -1.63% | -1.20% | 0.04% |
 | Divine Rapier | 108 | 0.45% | 52.5 | 62.04% | +15.01% | -2.78% | -10.32% | 0.00% |
 | Orb of Corrosion | 16018 | 67.25% | 52.4 | 48.44% | +4.11% | +4.76% | -5.43% | -4.16% |
 | Monkey King Bar | 231 | 0.97% | 52.3 | 56.71% | +9.71% | +12.26% | +5.36% | 0.00% |
 | Crown | 1959 | 8.22% | 52.1 | 50.03% | +3.20% | -0.44% | -0.03% | 0.03% |
 | Diffusal Blade | 21116 | 88.65% | 52.1 | 48.09% | +8.74% | +10.15% | -13.83% | -7.99% |
 | Void Stone | 6284 | 26.38% | 52.0 | 48.68% | +2.15% | +0.34% | -0.24% | -0.04% |
 | Orb of Frost | 13466 | 56.53% | 51.9 | 48.12% | +2.36% | +2.17% | -4.23% | -2.42% |
 | Cornucopia | 3481 | 14.61% | 51.8 | 49.04% | +2.28% | +1.48% | +1.25% | -0.01% |
 | Revenant's Brooch | 308 | 1.29% | 51.8 | 54.87% | +7.88% | +8.77% | -13.31% | 0.00% |
 | Magic Wand | 20492 | 86.03% | 51.8 | 47.80% | +5.04% | +1.63% | -1.74% | -0.87% |
 | Nemesis Curse | 3445 | 14.46% | 51.6 | 48.85% | +2.05% | -1.07% | +0.85% | 0.96% |
 | Diadem | 3048 | 12.80% | 51.6 | 48.92% | +2.09% | +1.73% | -2.32% | -0.40% |
 | Orb of Destruction | 9006 | 37.81% | 51.5 | 47.99% | +1.44% | -0.83% | -1.86% | -0.34% |
 | Bottle | 16370 | 68.73% | 51.4 | 47.53% | +1.38% | +4.80% | -2.84% | -7.64% |
 | Pipe of Insight | 176 | 0.74% | 51.3 | 57.39% | +10.37% | +1.70% | -0.57% | 0.00% |
 | Brigand's Blade | 7448 | 31.27% | 51.2 | 47.84% | +1.08% | +1.66% | -0.99% | -1.33% |
 | Morbid Mask | 887 | 3.72% | 51.1 | 50.62% | +3.66% | +1.18% | +3.88% | 0.12% |
 | Boots of Speed | 23754 | 99.73% | 51.1 | 47.13% | +12.28% | -0.26% | -3.57% | -1.23% |
 | Headdress | 440 | 1.85% | 51.1 | 52.73% | +5.74% | -6.37% | +0.91% | 0.00% |
 | Magic Stick | 18309 | 76.87% | 51.0 | 47.17% | +0.32% | +0.68% | -1.11% | -0.56% |
 | Trusty Shovel | 4733 | 19.87% | 50.8 | 47.81% | +0.89% | +1.78% | -2.99% | -1.59% |
 | Tumbler's Toy | 1532 | 6.43% | 50.8 | 49.22% | +2.27% | +3.32% | -2.63% | -2.98% |
 | Mage Slayer | 1379 | 5.79% | 50.4 | 49.02% | +2.04% | +11.21% | -10.29% | -3.90% |
 | Null Talisman | 2652 | 11.13% | 50.3 | 47.93% | +0.94% | +1.17% | -0.49% | -0.55% |
 | Mind Breaker | 2511 | 10.54% | 50.0 | 47.75% | +0.73% | +1.54% | -4.69% | -2.08% |
 | Echo Sabre | 1151 | 4.83% | 49.8 | 48.83% | +1.82% | +9.10% | -0.39% | -1.45% |
 | Serrated Shiv | 5083 | 21.34% | 49.8 | 46.76% | -0.42% | +0.33% | -0.97% | -0.65% |
 | Ghost Scepter | 841 | 3.53% | 49.7 | 49.46% | +2.45% | -2.54% | +4.31% | 0.62% |
 | Black King Bar | 523 | 2.20% | 49.5 | 50.67% | +3.66% | +5.06% | -6.40% | -1.07% |
 | Mana Draught | 4764 | 20.00% | 49.4 | 46.45% | -0.81% | +1.55% | -3.40% | -1.65% |
 | Mekansm | 296 | 1.24% | 49.3 | 52.70% | +5.68% | -6.03% | -1.35% | 0.00% |
 | Chainmail | 2541 | 10.67% | 49.1 | 46.87% | -0.25% | -0.79% | -1.12% | -0.04% |
 | Gunpowder Gauntlet | 2723 | 11.43% | 48.9 | 46.57% | -0.59% | -0.54% | +1.78% | 1.16% |
 | Gale Guard | 2402 | 10.08% | 48.8 | 46.67% | -0.47% | -1.70% | +0.96% | 1.33% |
 | Eul's Scepter of Divinity | 2154 | 9.04% | 48.7 | 46.75% | -0.38% | +3.71% | -1.01% | -0.41% |
 | Ring of Basilius | 4674 | 19.62% | 48.6 | 45.74% | -1.69% | +0.97% | -3.03% | -1.06% |
 | Arcane Boots | 4588 | 19.26% | 48.5 | 45.71% | -1.72% | +4.07% | -5.41% | -2.98% |
 | Quelling Blade | 9234 | 38.77% | 48.5 | 45.19% | -3.11% | +0.05% | 0.00% | 0.00% |
 | Gossamer Cape | 1609 | 6.76% | 48.3 | 46.80% | -0.32% | +0.79% | -0.71% | -0.75% |
 | Occult Bracelet | 1362 | 5.72% | 48.3 | 47.06% | -0.04% | +2.60% | -2.07% | -2.34% |
 | Lotus Orb | 642 | 2.70% | 48.2 | 48.75% | +1.70% | +2.18% | -4.65% | -0.69% |
 | Ceremonial Robe | 534 | 2.24% | 47.9 | 49.06% | +2.01% | +2.00% | -1.10% | -1.55% |
 | Wind Lace | 4356 | 18.29% | 47.6 | 44.88% | -2.71% | -2.68% | +1.13% | 0.24% |
 | Ogre Seal Totem | 1193 | 5.01% | 47.6 | 46.69% | -0.43% | +3.67% | -2.92% | -3.30% |
 | Ninja Gear | 844 | 3.54% | 47.4 | 47.27% | +0.18% | +2.34% | -1.56% | -1.95% |
 | Orb of Venom | 1573 | 6.60% | 47.4 | 45.96% | -1.21% | +0.25% | -5.10% | -0.86% |
 | Bracer | 3978 | 16.70% | 47.3 | 44.72% | -2.85% | +2.35% | -0.64% | -1.42% |
 | Fluffy Hat | 2056 | 8.63% | 47.2 | 45.38% | -1.88% | +1.31% | -1.09% | -0.17% |
 | Spark of Courage | 2031 | 8.53% | 47.1 | 45.35% | -1.91% | +1.88% | -3.31% | -2.60% |
 | Essence Ring | 3326 | 13.96% | 46.9 | 44.47% | -3.05% | +1.16% | -2.66% | -1.91% |
 | Gleipnir | 67 | 0.28% | 46.8 | 61.19% | +14.13% | -2.37% | -8.25% | 0.00% |
 | Ripper's Lash | 920 | 3.86% | 46.6 | 46.30% | -0.83% | +4.07% | -3.96% | -4.02% |
 | Vladmir's Offering | 86 | 0.36% | 46.2 | 58.14% | +11.09% | +5.50% | +19.13% | 0.00% |
 | Pyrrhic Cloak | 610 | 2.56% | 45.8 | 46.72% | -0.38% | +2.37% | -5.17% | -3.77% |
 | Scythe of Vyse | 157 | 0.66% | 45.7 | 52.87% | +5.81% | +2.13% | -5.37% | 0.00% |
 | Aeon Disk | 115 | 0.48% | 45.3 | 54.78% | +7.72% | -6.50% | +3.84% | 0.00% |
 | Arcane Blink | 61 | 0.26% | 45.2 | 60.66% | +13.60% | +8.09% | -10.66% | 0.00% |
 | Searing Signet | 1148 | 4.82% | 44.9 | 44.25% | -2.99% | +0.13% | -3.51% | -1.82% |
 | Wraith Band | 786 | 3.30% | 44.1 | 44.40% | -2.79% | -1.47% | -4.50% | -1.29% |
 | Pig Pole | 480 | 2.02% | 43.8 | 45.63% | -1.50% | +1.36% | -2.77% | 0.00% |
 | Stygian Desolator | 95 | 0.40% | 43.7 | 54.74% | +7.68% | +4.91% | -7.37% | 0.00% |
 | Javelin | 1421 | 5.97% | 43.0 | 42.08% | -5.33% | +0.34% | +5.11% | 0.22% |
 | Fallen Sky | 79 | 0.33% | 42.9 | 55.70% | +8.63% | -0.94% | +1.06% | 0.00% |
 | Orchid Malevolence | 251 | 1.05% | 42.9 | 47.41% | +0.32% | +2.59% | +4.97% | 0.00% |
 | Phase Boots | 224 | 0.94% | 42.6 | 47.77% | +0.68% | +8.37% | -5.66% | 0.00% |
 | Crippling Crossbow | 510 | 2.14% | 42.0 | 43.73% | -3.44% | +2.27% | -0.36% | -1.32% |
 | Whisper of the Dread | 244 | 1.02% | 42.0 | 46.72% | -0.38% | -0.17% | -1.51% | 0.00% |
 | Vanguard | 499 | 2.09% | 41.9 | 43.69% | -3.48% | -0.49% | +2.71% | 0.28% |
 | Iron Talon | 1302 | 5.47% | 41.3 | 40.63% | -6.84% | +3.57% | -5.63% | -4.60% |
 | Rod of Atos | 80 | 0.34% | 41.1 | 53.75% | +6.68% | -18.75% | +6.25% | 0.00% |
 | Heaven's Halberd | 392 | 1.65% | 40.9 | 43.62% | -3.53% | +14.97% | -2.21% | 0.00% |
 | Pollywog Charm | 455 | 1.91% | 40.5 | 42.64% | -4.54% | +0.99% | -2.26% | 0.00% |
 | Radiance | 37 | 0.16% | 40.2 | 62.16% | +15.09% | +27.84% | -22.16% | 0.00% |
 | Drum of Endurance | 44 | 0.18% | 39.5 | 59.09% | +12.02% | +4.55% | +4.55% | 0.00% |
 | Crimson Guard | 62 | 0.26% | 39.5 | 54.84% | +7.77% | +7.66% | -4.84% | 0.00% |
 | Yasha and Kaya | 10 | 0.04% | 39.3 | 90.00% | +42.92% | -23.33% | +10.00% | 0.00% |
 | Magnifying Monocle | 118 | 0.50% | 38.9 | 48.31% | +1.22% | -10.01% | +9.83% | 0.00% |
 | Mask of Madness | 12 | 0.05% | 38.3 | 83.33% | +36.25% | +16.67% | +16.67% | 0.00% |
 | Magic Lamp | 68 | 0.29% | 35.8 | 50.00% | +2.91% | +10.71% | -7.89% | 0.00% |
 | Eternal Shroud | 30 | 0.13% | 35.2 | 60.00% | +12.92% | -22.50% | +2.50% | 0.00% |
 | Swift Blink | 17 | 0.07% | 34.9 | 70.59% | +23.51% | -10.59% | -10.59% | 0.00% |
 | Mjollnir | 40 | 0.17% | 34.6 | 55.00% | +7.92% | +5.00% | +5.00% | 0.00% |
 | Spirit Vessel | 68 | 0.29% | 34.4 | 48.53% | +1.44% | +16.18% | -13.24% | 0.00% |
 | Minotaur Horn | 44 | 0.18% | 33.2 | 52.27% | +5.18% | +9.27% | -13.38% | 0.00% |
 | Soul Ring | 81 | 0.34% | 32.1 | 44.44% | -2.66% | +17.46% | -1.58% | 0.00% |
 | Heart of Tarrasque | 10 | 0.04% | 31.6 | 80.00% | +32.92% | -13.33% | -13.33% | 0.00% |
 | Urn of Shadows | 89 | 0.37% | 31.2 | 42.70% | -4.41% | +5.13% | -16.61% | 0.00% |
 | Blade Mail | 141 | 0.59% | 30.3 | 38.30% | -8.85% | +8.92% | -7.74% | 0.00% |
 | Maelstrom | 401 | 1.68% | 28.4 | 31.42% | -15.94% | +1.25% | -1.72% | 0.00% |
 | Kaya and Sange | 9 | 0.04% | 28.2 | 77.78% | +30.70% | +22.22% | +22.22% | 0.00% |
 | Book of the Dead | 21 | 0.09% | 27.7 | 57.14% | +10.05% | 0.00% | +5.36% | 0.00% |
 | Force Staff | 62 | 0.26% | 27.4 | 41.94% | -5.17% | +1.81% | +14.31% | 0.00% |
 | Battle Fury | 19 | 0.08% | 26.8 | 57.89% | +10.80% | -37.89% | +22.11% | 0.00% |
 | Glimmer Cape | 113 | 0.47% | 26.1 | 35.40% | -11.75% | -0.92% | +2.53% | 0.00% |
 | Bloodthorn | 35 | 0.15% | 25.1 | 45.71% | -1.39% | +32.07% | -23.49% | 0.00% |
 | Witch Blade | 4 | 0.02% | 24.3 | 100.00% | +52.91% | 0.00% | 0.00% | 0.00% |
 | Dragon Lance | 8 | 0.03% | 23.9 | 75.00% | +27.91% | +25.00% | +25.00% | 0.00% |
 | Mystical | 13 | 0.05% | 23.6 | 61.54% | +14.45% | -36.54% | -11.54% | 0.00% |
 | Butterfly | 14 | 0.06% | 22.0 | 57.14% | +10.05% | +17.86% | -32.14% | 0.00% |
 | Moon Shard | 24 | 0.10% | 21.0 | 45.83% | -1.27% | +20.84% | -12.50% | 0.00% |
 | Spider Legs | 21 | 0.09% | 20.7 | 47.62% | +0.53% | -7.62% | +6.93% | 0.00% |
 | Hurricane Pike | 7 | 0.03% | 20.0 | 71.43% | +24.34% | +28.57% | +28.57% | 0.00% |
 | Falcon Blade | 19 | 0.08% | 19.4 | 47.37% | +0.28% | -7.37% | +12.63% | 0.00% |
 | Unrelenting Eye | 13 | 0.05% | 18.8 | 53.85% | +6.76% | -3.85% | -28.85% | 0.00% |
 | Titanic | 5 | 0.02% | 18.7 | 80.00% | +32.91% | -30.00% | +20.00% | 0.00% |
 | Solar Crest | 3 | 0.01% | 17.9 | 100.00% | +52.91% | 0.00% | 0.00% | 0.00% |
 | Pavise | 3 | 0.01% | 17.9 | 100.00% | +52.91% | 0.00% | 0.00% | 0.00% |
 | Hand of Midas | 353 | 1.48% | 17.6 | 20.96% | -26.53% | +4.88% | -1.86% | 0.00% |
 | Silver Edge | 6 | 0.03% | 15.8 | 66.67% | +19.58% | +33.33% | -16.67% | 0.00% |
 | Tranquil Boots | 32 | 0.13% | 15.6 | 34.38% | -12.73% | +3.12% | +3.12% | 0.00% |
 | Boots of Bearing | 16 | 0.07% | 15.4 | 43.75% | -3.35% | -18.75% | +6.25% | 0.00% |
 | Shadow Blade | 13 | 0.05% | 14.5 | 46.15% | -0.95% | -21.15% | +28.85% | 0.00% |
 | Quickened | 4 | 0.02% | 13.9 | 75.00% | +27.91% | +25.00% | +25.00% | 0.00% |
 | Dagon (level 2) | 7 | 0.03% | 13.3 | 57.14% | +10.05% | -7.14% | -57.14% | 0.00% |
 | Brawny | 11 | 0.05% | 12.7 | 45.45% | -1.65% | -45.45% | -12.12% | 0.00% |
 | Tough | 7 | 0.03% | 7.9 | 42.86% | -4.24% | +7.14% | +7.14% | 0.00% |
 | Armlet of Mordiggian | 4 | 0.02% | 6.5 | 50.00% | +2.91% | +50.00% | -50.00% | 0.00% |
 | Dagon | 12 | 0.05% | 4.8 | 25.00% | -22.11% | -25.00% | +8.33% | 0.00% |
 | Pirate Hat | 7 | 0.03% | 3.8 | 28.57% | -18.53% | +21.43% | -28.57% | 0.00% |
 | Dagon (level 4) | 2 | 0.01% | 3.3 | 50.00% | +2.91% | -50.00% | +50.00% | 0.00% |
 | Helm of the Dominator | 2 | 0.01% | 3.3 | 50.00% | +2.91% | -50.00% | +50.00% | 0.00% |
 | Vampiric | 3 | 0.01% | 2.2 | 33.33% | -13.77% | -33.33% | +66.67% | 0.00% |
 | Dagon (level 3) | 3 | 0.01% | 2.2 | 33.33% | -13.77% | -33.33% | +66.67% | 0.00% |
 | Dagon (level 5) | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Alert | 3 | 0.01% | 0.0 | 0.00% | -47.10% | 0.00% | 0.00% | 0.00% |
 | Ethereal Blade | 1 | 0.00% | 0.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Holy Locket | 1 | 0.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |