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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 | 99 | 4.02% | 100.0 | 91.92% | +43.27% | +4.08% | -15.92% | -1.73% |
 | Shiva's Guard | 429 | 17.41% | 78.9 | 69.70% | +23.38% | +9.93% | -6.74% | -2.29% |
 | Kaya and Sange | 620 | 25.16% | 75.7 | 66.13% | +21.04% | -2.90% | +3.55% | 0.66% |
 | Scythe of Vyse | 247 | 10.02% | 75.1 | 68.42% | +20.04% | +18.68% | -5.52% | -3.04% |
 | Guardian Greaves | 42 | 1.70% | 74.8 | 80.95% | +31.09% | +0.87% | +9.96% | 0.00% |
 | Veil of Discord | 535 | 21.71% | 74.6 | 65.61% | +19.44% | +4.02% | -4.42% | -1.05% |
 | Sange | 581 | 23.58% | 74.2 | 65.06% | +19.20% | +0.01% | +1.38% | 0.15% |
 | Buckler | 41 | 1.66% | 73.8 | 80.49% | +30.61% | -7.76% | +1.33% | 0.00% |
 | Headdress | 44 | 1.79% | 73.7 | 79.55% | +29.69% | -25.00% | +2.27% | 1.93% |
 | Gleipnir | 468 | 18.99% | 73.4 | 64.96% | +17.99% | +4.27% | 0.00% | -0.43% |
 | Yasha and Kaya | 235 | 9.54% | 72.8 | 66.81% | +18.16% | +0.99% | -4.10% | -0.48% |
 | Mekansm | 43 | 1.75% | 72.7 | 79.07% | +29.19% | -24.52% | +2.75% | 2.53% |
 | Bloodstone | 834 | 33.85% | 70.9 | 61.51% | +16.81% | +5.16% | -8.40% | -1.97% |
 | Yasha | 219 | 8.89% | 70.1 | 64.84% | +15.86% | +0.61% | -6.66% | -0.67% |
 | Wind Waker | 80 | 3.25% | 68.9 | 70.00% | +20.27% | 0.00% | -20.00% | -2.11% |
 | Kaya | 1485 | 60.27% | 65.8 | 56.23% | +14.70% | +4.84% | +2.37% | -0.34% |
 | Overwhelming Blink | 31 | 1.26% | 65.3 | 77.42% | +27.38% | -2.42% | -2.42% | 0.00% |
 | Blink Dagger | 1686 | 68.43% | 63.7 | 54.27% | +12.29% | +5.45% | +1.99% | -0.43% |
 | Aghanim's Scepter | 158 | 6.41% | 63.2 | 60.76% | +11.09% | +6.74% | -0.76% | -0.63% |
 | Rod of Atos | 1180 | 47.89% | 63.0 | 54.24% | +7.39% | +8.94% | -6.44% | -2.80% |
 | Boots of Travel 2 | 32 | 1.30% | 62.9 | 75.00% | +24.94% | +12.50% | -37.50% | 0.00% |
 | Ceremonial Robe | 242 | 9.82% | 62.7 | 58.26% | +8.73% | +10.12% | -15.91% | -13.02% |
 | Crown | 401 | 16.27% | 61.1 | 55.11% | +5.64% | +1.33% | +0.34% | -0.08% |
 | Void Stone | 1098 | 44.56% | 61.0 | 52.64% | +4.07% | -6.09% | +1.54% | 0.80% |
 | Boots of Travel | 136 | 5.52% | 60.8 | 59.56% | +9.71% | -12.50% | +11.03% | 0.91% |
 | Magic Wand | 2082 | 84.50% | 60.7 | 51.44% | +6.79% | +1.63% | -0.67% | -0.49% |
 | Ring of Basilius | 1962 | 79.63% | 60.5 | 51.38% | +4.86% | +7.81% | -4.79% | -5.11% |
 | Arcane Boots | 1961 | 79.59% | 60.5 | 51.35% | +4.72% | +11.58% | -7.24% | -7.29% |
 | Eul's Scepter of Divinity | 689 | 27.96% | 60.3 | 52.98% | +3.60% | +1.93% | +2.19% | 0.03% |
 | Magic Stick | 1807 | 73.34% | 59.7 | 50.80% | +1.56% | +0.30% | +0.31% | 0.00% |
 | Bottle | 1606 | 65.18% | 59.6 | 50.93% | +1.57% | +3.88% | -8.75% | -12.22% |
 | Boots of Speed | 2459 | 99.80% | 59.6 | 50.35% | -16.32% | +1.03% | +1.11% | 0.03% |
 | Ninja Gear | 166 | 6.74% | 59.4 | 57.23% | +7.34% | -18.59% | +11.52% | 10.04% |
 | Trusty Shovel | 728 | 29.55% | 59.4 | 52.06% | +2.38% | -1.60% | -1.32% | 0.09% |
 | Aghanim's Shard | 1236 | 50.16% | 59.0 | 50.81% | +0.85% | +0.80% | -1.30% | -0.17% |
 | Whisper of the Dread | 587 | 23.82% | 58.8 | 52.13% | +2.29% | +0.87% | -6.13% | -3.50% |
 | Glimmer Cape | 315 | 12.78% | 58.1 | 53.33% | +3.38% | +1.10% | -3.33% | -0.60% |
 | Linken's Sphere | 29 | 1.18% | 58.1 | 72.41% | +22.29% | -9.91% | -9.91% | 0.00% |
 | Searing Signet | 782 | 31.74% | 57.9 | 50.64% | +0.37% | +1.98% | -1.07% | -1.53% |
 | Wind Lace | 1649 | 66.92% | 57.8 | 49.36% | -3.09% | -0.08% | +0.52% | 0.08% |
 | Boots of Bearing | 14 | 0.57% | 57.8 | 85.71% | +35.53% | -10.71% | +14.29% | 0.00% |
 | Black King Bar | 515 | 20.90% | 57.7 | 51.46% | +1.36% | +2.80% | -2.62% | -0.64% |
 | Gossamer Cape | 265 | 10.75% | 57.2 | 53.21% | +3.16% | +1.05% | -0.73% | -0.89% |
 | Mana Draught | 1014 | 41.15% | 57.1 | 49.51% | -1.49% | -1.38% | +4.05% | 2.72% |
 | Ghost Scepter | 556 | 22.56% | 56.2 | 50.00% | -0.50% | +3.24% | -4.48% | -0.81% |
 | Pig Pole | 204 | 8.28% | 56.1 | 53.43% | +3.32% | -0.30% | +4.54% | 2.42% |
 | Chainmail | 566 | 22.97% | 56.0 | 49.82% | -0.73% | -2.60% | +4.41% | 1.06% |
 | Null Talisman | 522 | 21.19% | 56.0 | 50.00% | -0.49% | +6.49% | +2.67% | -1.14% |
 | Tranquil Boots | 109 | 4.42% | 56.0 | 56.88% | +6.80% | -3.31% | +10.98% | 1.46% |
 | Tumbler's Toy | 313 | 12.70% | 55.8 | 51.44% | +1.21% | +0.94% | -0.44% | -0.69% |
 | Helm of Iron Will | 354 | 14.37% | 55.6 | 50.85% | +0.54% | +4.21% | +0.84% | -0.30% |
 | Essence Ring | 573 | 23.25% | 55.1 | 49.04% | -1.75% | +0.31% | +3.03% | 1.36% |
 | Ring of Protection | 462 | 18.75% | 54.8 | 49.35% | -1.27% | +4.96% | +4.10% | -0.07% |
 | Fluffy Hat | 565 | 22.93% | 54.2 | 48.32% | -2.68% | +1.68% | +3.09% | 0.11% |
 | Occult Bracelet | 285 | 11.57% | 53.9 | 50.18% | -0.23% | -8.51% | +1.43% | 3.31% |
 | Ring of Health | 195 | 7.91% | 53.9 | 51.79% | +1.53% | -6.89% | +7.39% | 0.73% |
 | Blight Stone | 259 | 10.51% | 53.5 | 50.19% | -0.22% | -5.57% | +0.58% | 1.48% |
 | Aghanim's Blessing | 22 | 0.89% | 53.3 | 72.73% | +22.55% | -6.06% | -6.06% | 0.00% |
 | Arcane Blink | 10 | 0.41% | 53.1 | 90.00% | +39.78% | +10.00% | +10.00% | 0.00% |
 | Orb of Venom | 182 | 7.39% | 52.7 | 51.10% | +0.77% | -14.14% | +11.94% | 4.50% |
 | Lotus Orb | 26 | 1.06% | 52.5 | 69.23% | +19.05% | +16.48% | -12.09% | 0.00% |
 | Cornucopia | 396 | 16.07% | 52.4 | 47.73% | -3.16% | +6.82% | -4.30% | -0.78% |
 | Drum of Endurance | 28 | 1.14% | 52.2 | 67.86% | +17.68% | +3.57% | -10.72% | 0.00% |
 | Orb of Frost | 287 | 11.65% | 51.1 | 47.74% | -2.99% | -0.52% | -1.91% | -0.29% |
 | Eternal Shroud | 78 | 3.17% | 51.0 | 55.13% | +4.90% | -0.13% | -0.13% | 0.00% |
 | Pollywog Charm | 148 | 6.01% | 50.9 | 50.68% | +0.31% | +0.14% | -4.38% | -2.26% |
 | Ogre Seal Totem | 124 | 5.03% | 49.9 | 50.81% | +0.45% | +0.80% | +7.25% | 2.58% |
 | Gale Guard | 423 | 17.17% | 49.9 | 45.39% | -6.03% | -2.04% | +3.83% | 2.94% |
 | Diadem | 318 | 12.91% | 49.8 | 46.23% | -4.77% | +2.52% | -1.23% | -0.41% |
 | Javelin | 171 | 6.94% | 48.0 | 47.37% | -3.24% | -6.46% | +6.12% | 0.62% |
 | Aether Lens | 37 | 1.50% | 47.2 | 59.46% | +9.21% | -9.46% | -19.46% | 0.00% |
 | Urn of Shadows | 25 | 1.01% | 46.1 | 64.00% | +13.75% | +21.71% | -6.86% | 0.00% |
 | Pyrrhic Cloak | 52 | 2.11% | 45.4 | 53.85% | +3.54% | -6.23% | -10.99% | -1.59% |
 | Morbid Mask | 183 | 7.43% | 43.6 | 43.17% | -7.79% | -1.87% | -4.04% | -0.11% |
 | Quelling Blade | 322 | 13.07% | 43.0 | 40.37% | -11.52% | -3.33% | -3.33% | 0.00% |
 | Ring of Tarrasque | 142 | 5.76% | 42.6 | 43.66% | -7.14% | -4.77% | +0.78% | 0.41% |
 | Ethereal Blade | 19 | 0.77% | 40.5 | 63.16% | +12.87% | +36.84% | -43.16% | 0.00% |
 | Bracer | 70 | 2.84% | 39.5 | 45.71% | -4.81% | +1.66% | +4.29% | 0.41% |
 | Spirit Vessel | 13 | 0.53% | 39.0 | 69.23% | +18.94% | +5.77% | +5.77% | 0.00% |
 | Force Staff | 82 | 3.33% | 38.9 | 43.90% | -6.71% | -5.80% | +18.00% | 2.71% |
 | Dagon | 7 | 0.28% | 38.7 | 85.71% | +35.43% | +14.29% | -35.71% | 0.00% |
 | Orchid Malevolence | 9 | 0.37% | 38.5 | 77.78% | +27.49% | -11.11% | +22.22% | 0.00% |
 | Spark of Courage | 46 | 1.87% | 35.3 | 45.65% | -4.83% | -12.32% | +27.68% | 20.00% |
 | Refresher Orb | 10 | 0.41% | 34.2 | 70.00% | +19.69% | -3.33% | -3.33% | 0.00% |
 | Desolator | 4 | 0.16% | 33.9 | 100.00% | +49.70% | 0.00% | 0.00% | 0.00% |
 | Magnifying Monocle | 35 | 1.42% | 29.5 | 42.86% | -7.63% | -22.86% | -4.40% | 0.00% |
 | Octarine Core | 20 | 0.81% | 29.0 | 50.00% | -0.39% | +30.00% | -50.00% | 0.00% |
 | Solar Crest | 23 | 0.93% | 29.0 | 47.83% | -2.58% | -31.16% | +2.17% | 0.00% |
 | Gunpowder Gauntlet | 12 | 0.49% | 28.1 | 58.33% | +7.98% | -18.33% | +21.67% | 0.00% |
 | Soul Ring | 5 | 0.20% | 26.5 | 80.00% | +29.67% | +20.00% | +20.00% | 0.00% |
 | Dagon (level 5) | 3 | 0.12% | 26.3 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% |
 | Pipe of Insight | 3 | 0.12% | 26.3 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 2) | 3 | 0.12% | 26.3 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 3) | 3 | 0.12% | 26.3 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 4) | 3 | 0.12% | 26.3 | 100.00% | +49.68% | 0.00% | 0.00% | 0.00% |
 | Pavise | 27 | 1.10% | 24.7 | 40.74% | -9.75% | -26.45% | +16.40% | 0.00% |
 | Magic Lamp | 8 | 0.32% | 24.2 | 62.50% | +12.15% | -12.50% | -62.50% | 0.00% |
 | Crippling Crossbow | 11 | 0.45% | 23.9 | 54.55% | +4.18% | -14.55% | +20.45% | 0.00% |
 | Iron Talon | 27 | 1.10% | 21.5 | 37.04% | -13.49% | -7.04% | +4.14% | 0.00% |
 | Aeon Disk | 7 | 0.28% | 18.8 | 57.14% | +6.77% | -7.14% | +42.86% | 0.00% |
 | Sange and Yasha | 2 | 0.08% | 17.9 | 100.00% | +49.65% | 0.00% | 0.00% | 0.00% |
 | Moon Shard | 2 | 0.08% | 17.9 | 100.00% | +49.65% | 0.00% | 0.00% | 0.00% |
 | Mind Breaker | 2 | 0.08% | 17.9 | 100.00% | +49.65% | 0.00% | 0.00% | 0.00% |
 | Blade Mail | 8 | 0.32% | 16.5 | 50.00% | -0.39% | +50.00% | -50.00% | 0.00% |
 | Ripper's Lash | 21 | 0.85% | 16.1 | 33.33% | -17.20% | -19.04% | -4.76% | 0.00% |
 | Power Treads | 6 | 0.24% | 13.1 | 50.00% | -0.39% | +50.00% | 0.00% | 0.00% |
 | Orb of Destruction | 7 | 0.28% | 11.4 | 42.86% | -7.55% | +57.14% | +7.14% | 0.00% |
 | Fallen Sky | 9 | 0.37% | 9.0 | 33.33% | -17.12% | +41.67% | -33.33% | 0.00% |
 | Phylactery | 1 | 0.04% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Khanda | 1 | 0.04% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Shadow Blade | 1 | 0.04% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Falcon Blade | 1 | 0.04% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Divine Rapier | 1 | 0.04% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Diffusal Blade | 1 | 0.04% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Pirate Hat | 1 | 0.04% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Heart of Tarrasque | 1 | 0.04% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Hand of Midas | 25 | 1.01% | 8.2 | 20.00% | -30.70% | -5.71% | +8.57% | 0.00% |
 | Phase Boots | 7 | 0.28% | 5.6 | 28.57% | -21.88% | +21.43% | +21.43% | 0.00% |
 | Brigand's Blade | 2 | 0.08% | 4.7 | 50.00% | -0.39% | -50.00% | +50.00% | 0.00% |
 | Spider Legs | 2 | 0.08% | 4.7 | 50.00% | -0.39% | -50.00% | +50.00% | 0.00% |
 | Minotaur Horn | 2 | 0.08% | 4.7 | 50.00% | -0.39% | -50.00% | +50.00% | 0.00% |
 | Hurricane Pike | 4 | 0.16% | 2.5 | 25.00% | -25.43% | -25.00% | +75.00% | 0.00% |
 | Nemesis Curse | 4 | 0.16% | 2.5 | 25.00% | -25.43% | -25.00% | +8.33% | 0.00% |
 | Witch Blade | 4 | 0.16% | 2.5 | 25.00% | -25.43% | -25.00% | +75.00% | 0.00% |
 | Heaven's Halberd | 5 | 0.20% | 2.1 | 20.00% | -30.45% | -20.00% | -20.00% | 0.00% |
 | Vanguard | 5 | 0.20% | 0.0 | 0.00% | -50.49% | 0.00% | 0.00% | 0.00% |
 | Wraith Band | 2 | 0.08% | 0.0 | 0.00% | -50.43% | 0.00% | 0.00% | 0.00% |
 | Crimson Guard | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dragon Lance | 2 | 0.08% | 0.0 | 0.00% | -50.43% | 0.00% | 0.00% | 0.00% |
 | Book of the Dead | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mask of Madness | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Maelstrom | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Manta Style | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Unrelenting Eye | 1 | 0.04% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |