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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 | 66 | 1.38% | 100.0 | 90.91% | +45.79% | -2.67% | -2.67% | 0.00% |
 | Parasma | 320 | 6.70% | 84.7 | 71.25% | +27.33% | +1.25% | -7.50% | -0.93% |
 | Kaya | 112 | 2.35% | 83.8 | 75.89% | +30.86% | +9.82% | -25.89% | -1.93% |
 | Sange and Yasha | 36 | 0.75% | 82.6 | 86.11% | +40.67% | +2.78% | +2.78% | 0.00% |
 | Boots of Bearing | 634 | 13.28% | 80.0 | 65.62% | +22.91% | +0.42% | +2.30% | 0.17% |
 | Yasha | 183 | 3.83% | 79.7 | 69.95% | +25.16% | -4.73% | -2.56% | 0.21% |
 | Linken's Sphere | 84 | 1.76% | 79.6 | 75.00% | +29.77% | +1.19% | -3.57% | -0.41% |
 | Hurricane Pike | 323 | 6.76% | 79.4 | 67.18% | +22.99% | +3.55% | -6.69% | -0.90% |
 | Overwhelming Blink | 18 | 0.38% | 78.0 | 94.44% | +48.87% | +5.56% | +5.56% | 0.00% |
 | Octarine Core | 297 | 6.22% | 77.4 | 65.99% | +21.58% | +4.68% | -4.66% | -0.89% |
 | Ethereal Blade | 98 | 2.05% | 75.1 | 70.41% | +25.18% | +9.59% | -1.18% | -0.99% |
 | Dragon Lance | 373 | 7.81% | 74.9 | 63.27% | +19.00% | -2.63% | -5.82% | -0.24% |
 | Scythe of Vyse | 45 | 0.94% | 74.8 | 77.78% | +32.34% | +5.55% | -19.45% | 0.00% |
 | Sange | 42 | 0.88% | 74.8 | 78.57% | +33.11% | +3.25% | -14.93% | 0.00% |
 | Aghanim's Scepter | 592 | 12.40% | 73.8 | 60.98% | +17.39% | +11.32% | -6.93% | -2.08% |
 | Shiva's Guard | 141 | 2.95% | 73.4 | 66.67% | +21.56% | +2.77% | -16.67% | -1.78% |
 | Aether Lens | 375 | 7.85% | 72.4 | 61.33% | +16.91% | +3.56% | -3.44% | -0.57% |
 | Refresher Orb | 154 | 3.23% | 71.9 | 64.94% | +19.83% | +11.98% | -13.66% | -2.78% |
 | Veil of Discord | 193 | 4.04% | 69.9 | 62.18% | +17.12% | +3.13% | -13.20% | -1.40% |
 | Black King Bar | 1292 | 27.06% | 68.4 | 55.19% | +12.94% | +1.47% | -1.32% | -0.30% |
 | Eul's Scepter of Divinity | 455 | 9.53% | 68.2 | 57.36% | +12.83% | +5.25% | -3.85% | -0.91% |
 | Aghanim's Shard | 2143 | 44.88% | 68.1 | 54.27% | +15.45% | +4.39% | -1.10% | -0.56% |
 | Manta Style | 88 | 1.84% | 68.0 | 65.91% | +20.54% | -11.36% | +2.27% | 1.86% |
 | Drum of Endurance | 1198 | 25.09% | 67.5 | 54.59% | +11.80% | +2.74% | -2.43% | -0.51% |
 | Moon Shard | 53 | 1.11% | 66.8 | 69.81% | +24.33% | +15.90% | +1.62% | 0.00% |
 | Lotus Orb | 92 | 1.93% | 66.2 | 64.13% | +18.74% | +5.44% | -7.61% | -1.47% |
 | Aeon Disk | 52 | 1.09% | 65.8 | 69.23% | +23.74% | +15.39% | +7.69% | 0.00% |
 | Ogre Seal Totem | 360 | 7.54% | 64.8 | 55.56% | +10.61% | +2.20% | +3.44% | 0.41% |
 | Void Stone | 1199 | 25.11% | 64.3 | 52.13% | +8.52% | -1.46% | +3.54% | 0.35% |
 | Trusty Shovel | 992 | 20.77% | 63.9 | 52.12% | +8.04% | +2.20% | -2.88% | -1.69% |
 | Ghost Scepter | 591 | 12.38% | 63.5 | 52.96% | +8.23% | +5.04% | -2.28% | -0.70% |
 | Crown | 439 | 9.19% | 63.1 | 53.53% | +8.57% | -0.80% | -3.53% | -0.19% |
 | Witch Blade | 1027 | 21.51% | 63.1 | 51.41% | +7.21% | +4.74% | +6.96% | 0.22% |
 | Boots of Travel | 777 | 16.27% | 62.8 | 51.74% | +7.15% | +3.87% | +9.80% | 0.57% |
 | Force Staff | 2591 | 54.26% | 62.3 | 49.48% | +8.15% | +5.00% | -1.25% | -0.92% |
 | Cornucopia | 627 | 13.13% | 61.8 | 51.52% | +6.64% | -1.20% | +7.72% | 0.42% |
 | Chainmail | 1248 | 26.14% | 61.4 | 49.76% | +5.43% | -0.40% | +2.80% | 0.34% |
 | Ninja Gear | 932 | 19.52% | 61.0 | 50.00% | +5.28% | -1.65% | -0.29% | 0.68% |
 | Orb of Venom | 1005 | 21.05% | 60.9 | 49.75% | +5.07% | +4.62% | +2.63% | -0.24% |
 | Ring of Tarrasque | 213 | 4.46% | 60.7 | 54.46% | +9.12% | -13.72% | +2.68% | 1.40% |
 | Blink Dagger | 4150 | 86.91% | 60.4 | 47.54% | +13.67% | +5.73% | -1.53% | -1.19% |
 | Ceremonial Robe | 235 | 4.92% | 60.2 | 53.62% | +8.28% | +3.01% | -4.41% | -2.47% |
 | Helm of Iron Will | 334 | 6.99% | 60.1 | 52.10% | +6.83% | +2.66% | -3.86% | -0.45% |
 | Mask of Madness | 17 | 0.36% | 60.1 | 82.35% | +36.73% | -2.35% | -2.35% | 0.00% |
 | Magic Wand | 3681 | 77.09% | 59.9 | 47.24% | +6.51% | -0.82% | -2.71% | -0.38% |
 | Yasha and Kaya | 38 | 0.80% | 59.9 | 68.42% | +22.85% | -8.42% | +1.58% | 0.00% |
 | Glimmer Cape | 341 | 7.14% | 59.6 | 51.61% | +6.31% | +1.88% | -8.59% | -1.10% |
 | Magic Stick | 3751 | 78.55% | 58.8 | 46.36% | +2.85% | +1.29% | -1.42% | -0.83% |
 | Fluffy Hat | 2498 | 52.31% | 58.8 | 46.76% | +2.12% | -0.20% | +1.18% | 0.16% |
 | Solar Crest | 48 | 1.01% | 58.7 | 64.58% | +19.02% | +2.09% | +2.09% | 0.00% |
 | Pavise | 48 | 1.01% | 58.7 | 64.58% | +19.02% | +2.09% | +2.09% | 0.00% |
 | Tranquil Boots | 2397 | 50.20% | 58.7 | 46.73% | +1.96% | +3.85% | -0.47% | -1.10% |
 | Wind Lace | 3674 | 76.94% | 58.6 | 46.19% | +1.91% | -3.52% | -1.89% | 0.30% |
 | Bottle | 1275 | 26.70% | 58.4 | 47.37% | +2.21% | +0.78% | -1.86% | -2.64% |
 | Boots of Speed | 4765 | 99.79% | 58.3 | 45.71% | -17.93% | +2.74% | -0.72% | -1.21% |
 | Magnifying Monocle | 247 | 5.17% | 57.7 | 51.42% | +5.98% | +7.47% | -11.42% | -6.30% |
 | Mana Draught | 1574 | 32.96% | 57.6 | 46.44% | +1.03% | +0.41% | -1.49% | -0.63% |
 | Buckler | 16 | 0.34% | 57.2 | 81.25% | +35.62% | -31.25% | -6.25% | 0.00% |
 | Null Talisman | 976 | 20.44% | 57.1 | 46.82% | +1.35% | -1.92% | +0.31% | 0.48% |
 | Tumbler's Toy | 1102 | 23.08% | 57.1 | 46.55% | +1.04% | +3.18% | -3.94% | -3.56% |
 | Orchid Malevolence | 152 | 3.18% | 56.9 | 53.29% | +7.79% | +9.87% | +1.97% | -0.60% |
 | Essence Ring | 835 | 17.49% | 56.3 | 46.47% | +0.87% | +0.81% | -2.03% | -1.42% |
 | Wind Waker | 48 | 1.01% | 56.2 | 62.50% | +16.92% | +12.50% | -4.17% | 0.00% |
 | Power Treads | 826 | 17.30% | 56.1 | 46.37% | +0.75% | +6.77% | +0.75% | -1.17% |
 | Diadem | 415 | 8.69% | 55.8 | 47.95% | +2.41% | -8.53% | +9.74% | 1.63% |
 | Arcane Boots | 133 | 2.79% | 55.1 | 52.63% | +7.08% | +12.08% | +0.31% | -3.50% |
 | Headdress | 47 | 0.98% | 54.9 | 61.70% | +16.11% | -11.70% | -11.70% | 0.00% |
 | Gale Guard | 658 | 13.78% | 54.9 | 45.90% | +0.17% | +3.10% | -3.35% | -3.23% |
 | Searing Signet | 1305 | 27.33% | 54.5 | 44.21% | -2.12% | +0.28% | -1.02% | -0.65% |
 | Gossamer Cape | 603 | 12.63% | 54.4 | 45.77% | +0.02% | +4.54% | -4.48% | -3.01% |
 | Ring of Basilius | 161 | 3.37% | 54.4 | 50.93% | +5.36% | +12.48% | +2.73% | -2.14% |
 | Whisper of the Dread | 498 | 10.43% | 54.3 | 46.18% | +0.48% | -6.89% | +6.42% | 6.66% |
 | Ring of Health | 375 | 7.85% | 54.1 | 46.93% | +1.28% | -16.08% | +9.45% | 1.64% |
 | Pollywog Charm | 362 | 7.58% | 54.0 | 46.96% | +1.31% | -4.25% | -5.29% | -0.35% |
 | Boots of Travel 2 | 26 | 0.54% | 53.9 | 69.23% | +23.61% | +30.77% | -6.73% | 0.00% |
 | Bracer | 677 | 14.18% | 53.9 | 45.05% | -0.81% | +3.21% | -5.28% | -1.81% |
 | Ring of Protection | 435 | 9.11% | 53.8 | 46.21% | +0.51% | +4.25% | +7.00% | 0.22% |
 | Gunpowder Gauntlet | 141 | 2.95% | 53.6 | 51.06% | +5.47% | -1.78% | +3.70% | 2.74% |
 | Orb of Frost | 395 | 8.27% | 52.9 | 45.82% | +0.08% | +0.71% | +2.66% | 0.51% |
 | Blight Stone | 304 | 6.37% | 52.9 | 46.71% | +1.03% | -1.97% | -7.24% | -1.39% |
 | Javelin | 217 | 4.54% | 52.6 | 47.93% | +2.28% | -4.29% | -6.11% | -0.08% |
 | Nemesis Curse | 128 | 2.68% | 52.5 | 50.78% | +5.17% | +10.76% | -2.00% | -6.38% |
 | Morbid Mask | 154 | 3.23% | 52.1 | 49.35% | +3.72% | +9.62% | -3.20% | -0.69% |
 | Wraith Band | 133 | 2.79% | 50.4 | 48.87% | +3.21% | -1.81% | -4.75% | -0.86% |
 | Occult Bracelet | 401 | 8.40% | 49.6 | 43.14% | -2.85% | -0.12% | -1.84% | -0.86% |
 | Swift Blink | 9 | 0.19% | 49.1 | 88.89% | +43.22% | +11.11% | -22.22% | 0.00% |
 | Bloodthorn | 39 | 0.82% | 48.9 | 58.97% | +13.33% | +13.76% | -28.97% | 0.00% |
 | Pig Pole | 585 | 12.25% | 48.8 | 41.37% | -4.99% | +0.27% | -0.34% | -0.31% |
 | Orb of Corrosion | 48 | 1.01% | 48.7 | 56.25% | +10.61% | +2.08% | +2.08% | 0.00% |
 | Orb of Destruction | 368 | 7.71% | 48.7 | 42.66% | -3.35% | +4.56% | +2.56% | -0.67% |
 | Shadow Blade | 63 | 1.32% | 47.5 | 52.38% | +6.72% | +16.37% | -21.13% | 0.00% |
 | Quelling Blade | 247 | 5.17% | 47.1 | 42.91% | -2.99% | +2.25% | -2.59% | -0.56% |
 | Pipe of Insight | 32 | 0.67% | 46.3 | 59.38% | +13.72% | +3.12% | +3.12% | 0.00% |
 | Ripper's Lash | 259 | 5.42% | 45.8 | 41.70% | -4.28% | +1.39% | -1.22% | -1.31% |
 | Serrated Shiv | 95 | 1.99% | 45.8 | 47.37% | +1.65% | +11.60% | -11.01% | -11.31% |
 | Iron Talon | 82 | 1.72% | 44.6 | 47.56% | +1.84% | +6.10% | -6.10% | 0.00% |
 | Crippling Crossbow | 49 | 1.03% | 43.0 | 51.02% | +5.33% | +7.80% | -8.16% | 0.00% |
 | Mage Slayer | 83 | 1.74% | 42.7 | 45.78% | +0.03% | +17.86% | -12.45% | -4.44% |
 | Brigand's Blade | 118 | 2.47% | 42.7 | 43.22% | -2.59% | +6.78% | -3.22% | -5.00% |
 | Assault Cuirass | 5 | 0.10% | 40.3 | 100.00% | +54.31% | 0.00% | 0.00% | 0.00% |
 | Crystalys | 15 | 0.31% | 39.9 | 66.67% | +20.99% | +8.33% | +8.33% | 0.00% |
 | Spark of Courage | 214 | 4.48% | 39.6 | 37.38% | -8.76% | -3.48% | -0.76% | 0.91% |
 | Desolator | 7 | 0.15% | 38.9 | 85.71% | +40.02% | -35.71% | +14.29% | 0.00% |
 | Urn of Shadows | 71 | 1.49% | 38.7 | 43.66% | -2.12% | +0.78% | +11.90% | 0.00% |
 | Dagon | 25 | 0.52% | 38.6 | 56.00% | +10.30% | -6.00% | -13.14% | 0.00% |
 | Hand of Midas | 176 | 3.69% | 38.6 | 37.50% | -8.57% | +17.05% | -7.95% | -3.95% |
 | Guardian Greaves | 9 | 0.19% | 38.5 | 77.78% | +32.09% | -11.11% | -11.11% | 0.00% |
 | Mind Breaker | 92 | 1.93% | 38.4 | 41.30% | -4.54% | +6.20% | -13.17% | -9.69% |
 | Aghanim's Blessing | 39 | 0.82% | 37.5 | 48.72% | +2.99% | +11.28% | +11.28% | 0.00% |
 | Mekansm | 14 | 0.29% | 36.2 | 64.29% | +18.59% | +10.71% | -39.29% | 0.00% |
 | Spirit Vessel | 46 | 0.96% | 33.9 | 43.48% | -2.29% | +6.52% | +6.52% | 0.00% |
 | Bloodstone | 4 | 0.08% | 33.5 | 100.00% | +54.30% | 0.00% | 0.00% | 0.00% |
 | Rod of Atos | 21 | 0.44% | 32.3 | 52.38% | +6.66% | -2.38% | -2.38% | 0.00% |
 | Phase Boots | 30 | 0.63% | 31.9 | 46.67% | +0.93% | +15.83% | +3.33% | 0.00% |
 | Heaven's Halberd | 19 | 0.40% | 31.0 | 52.63% | +6.91% | -12.63% | -32.63% | 0.00% |
 | Vanguard | 26 | 0.54% | 29.5 | 46.15% | +0.40% | -3.29% | -3.29% | 0.00% |
 | Revenant's Brooch | 9 | 0.19% | 29.4 | 66.67% | +20.96% | 0.00% | 0.00% | 0.00% |
 | Gleipnir | 7 | 0.15% | 27.8 | 71.43% | +25.72% | -21.43% | +28.57% | 0.00% |
 | Pyrrhic Cloak | 39 | 0.82% | 27.0 | 38.46% | -7.35% | -5.13% | -11.19% | 0.00% |
 | Silver Edge | 10 | 0.21% | 26.3 | 60.00% | +14.28% | +40.00% | -60.00% | 0.00% |
 | Butterfly | 3 | 0.06% | 25.9 | 100.00% | +54.28% | 0.00% | 0.00% | 0.00% |
 | Fallen Sky | 12 | 0.25% | 21.8 | 50.00% | +4.26% | +7.14% | -16.67% | 0.00% |
 | Nullifier | 13 | 0.27% | 20.1 | 46.15% | +0.40% | +3.85% | +3.85% | 0.00% |
 | Magic Lamp | 10 | 0.21% | 19.3 | 50.00% | +4.26% | +16.67% | -25.00% | 0.00% |
 | Eternal Shroud | 10 | 0.21% | 19.3 | 50.00% | +4.26% | +16.67% | -16.67% | 0.00% |
 | Blade Mail | 14 | 0.29% | 18.7 | 42.86% | -2.90% | -42.86% | -17.86% | 0.00% |
 | Helm of the Dominator | 2 | 0.04% | 17.5 | 100.00% | +54.27% | 0.00% | 0.00% | 0.00% |
 | Pirate Hat | 2 | 0.04% | 17.5 | 100.00% | +54.27% | 0.00% | 0.00% | 0.00% |
 | Mjollnir | 12 | 0.25% | 16.1 | 41.67% | -4.09% | -8.34% | -8.34% | 0.00% |
 | Maelstrom | 17 | 0.36% | 15.5 | 35.29% | -10.50% | +4.71% | -15.29% | 0.00% |
 | Book of the Dead | 5 | 0.10% | 15.4 | 60.00% | +14.27% | -10.00% | +6.67% | 0.00% |
 | Eye of Skadi | 5 | 0.10% | 15.4 | 60.00% | +14.27% | -10.00% | -10.00% | 0.00% |
 | Divine Rapier | 10 | 0.21% | 13.2 | 40.00% | -5.76% | -6.67% | -6.67% | 0.00% |
 | Phylactery | 6 | 0.13% | 13.0 | 50.00% | +4.26% | -50.00% | +50.00% | 0.00% |
 | Kaya and Sange | 6 | 0.13% | 13.0 | 50.00% | +4.26% | 0.00% | 0.00% | 0.00% |
 | Monkey King Bar | 3 | 0.06% | 11.8 | 66.67% | +20.93% | +33.33% | +33.33% | 0.00% |
 | Spider Legs | 8 | 0.17% | 9.9 | 37.50% | -8.26% | +12.50% | +12.50% | 0.00% |
 | Diffusal Blade | 4 | 0.08% | 9.0 | 50.00% | +4.25% | -50.00% | +50.00% | 0.00% |
 | Heart of Tarrasque | 4 | 0.08% | 9.0 | 50.00% | +4.25% | -50.00% | +50.00% | 0.00% |
 | Dagon (level 2) | 4 | 0.08% | 9.0 | 50.00% | +4.25% | +50.00% | -50.00% | 0.00% |
 | Radiance | 9 | 0.19% | 8.9 | 33.33% | -12.44% | +33.34% | -33.33% | 0.00% |
 | Holy Locket | 1 | 0.02% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Armlet of Mordiggian | 1 | 0.02% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Falcon Blade | 5 | 0.10% | 7.3 | 40.00% | -5.76% | +10.00% | -40.00% | 0.00% |
 | Unrelenting Eye | 2 | 0.04% | 4.5 | 50.00% | +4.25% | +50.00% | -50.00% | 0.00% |
 | Disperser | 2 | 0.04% | 4.5 | 50.00% | +4.25% | +50.00% | -50.00% | 0.00% |
 | Khanda | 3 | 0.06% | 3.2 | 33.33% | -12.43% | -33.33% | +66.67% | 0.00% |
 | Mystical | 4 | 0.08% | 2.5 | 25.00% | -20.77% | -25.00% | -25.00% | 0.00% |
 | Keen-eyed | 4 | 0.08% | 2.5 | 25.00% | -20.77% | -25.00% | -25.00% | 0.00% |
 | Arcane Blink | 4 | 0.08% | 2.5 | 25.00% | -20.77% | -25.00% | -25.00% | 0.00% |
 | Brawny | 5 | 0.10% | 2.0 | 20.00% | -25.78% | -20.00% | +30.00% | 0.00% |
 | Crimson Guard | 5 | 0.10% | 2.0 | 20.00% | -25.78% | -20.00% | +30.00% | 0.00% |
 | Minotaur Horn | 6 | 0.13% | 1.8 | 16.67% | -29.12% | -16.67% | +16.66% | 0.00% |
 | Soul Ring | 7 | 0.15% | 1.5 | 14.29% | -31.51% | +35.71% | -14.29% | 0.00% |
 | Greedy | 2 | 0.04% | 0.0 | 0.00% | -45.77% | 0.00% | 0.00% | 0.00% |
 | Tough | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Quickened | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 4) | 2 | 0.04% | 0.0 | 0.00% | -45.77% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 5) | 2 | 0.04% | 0.0 | 0.00% | -45.77% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 3) | 2 | 0.04% | 0.0 | 0.00% | -45.77% | 0.00% | 0.00% | 0.00% |