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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) | |
 | Assault Cuirass | 114 | 6.35% | 100.0 | 72.81% | +31.58% | +13.40% | -7.29% | -2.35% |
 | Buckler | 131 | 7.30% | 93.5 | 67.94% | +26.65% | +4.79% | -1.27% | -0.58% |
 | Heart of Tarrasque | 38 | 2.12% | 89.7 | 76.32% | +33.80% | +3.68% | -6.32% | -0.77% |
 | Satanic | 170 | 9.47% | 88.7 | 63.53% | +22.42% | +10.89% | -3.06% | -1.52% |
 | Boots of Travel | 234 | 13.04% | 86.5 | 60.68% | +20.07% | +5.42% | +3.73% | -0.09% |
 | Aghanim's Scepter | 862 | 48.02% | 85.4 | 56.26% | +25.07% | +4.57% | -3.95% | -0.87% |
 | Heaven's Halberd | 873 | 48.64% | 80.2 | 52.92% | +18.86% | +15.12% | -5.65% | -2.61% |
 | Eternal Shroud | 194 | 10.81% | 78.2 | 56.19% | +14.53% | -1.09% | +0.95% | 0.25% |
 | Sange and Yasha | 250 | 13.93% | 76.5 | 54.00% | +12.51% | +7.90% | +7.90% | 0.00% |
 | Yasha | 246 | 13.70% | 75.9 | 53.66% | +12.08% | +10.86% | +7.63% | -0.36% |
 | Black King Bar | 963 | 53.65% | 75.3 | 49.53% | +13.59% | +5.24% | -3.66% | -1.23% |
 | Sange | 1382 | 76.99% | 74.0 | 48.12% | +21.24% | +15.59% | -4.77% | -3.93% |
 | Dragon Lance | 105 | 5.85% | 72.8 | 56.19% | +13.76% | +14.18% | -19.15% | -2.53% |
 | Magic Wand | 330 | 18.38% | 70.5 | 49.09% | +7.18% | +0.31% | -0.90% | -0.20% |
 | Aghanim's Shard | 463 | 25.79% | 70.0 | 47.73% | +6.06% | -8.07% | -1.18% | 0.57% |
 | Morbid Mask | 258 | 14.37% | 69.3 | 49.22% | +6.99% | -3.07% | +1.55% | 0.33% |
 | Blink Dagger | 361 | 20.11% | 69.1 | 47.92% | +5.87% | -2.87% | -0.67% | 0.17% |
 | Armlet of Mordiggian | 1733 | 96.55% | 68.2 | 44.03% | +23.06% | +13.44% | -11.92% | -9.88% |
 | Power Treads | 401 | 22.34% | 68.0 | 46.88% | +4.70% | +10.55% | -12.23% | -3.95% |
 | Hurricane Pike | 78 | 4.35% | 67.9 | 55.13% | +12.44% | -5.13% | -15.13% | -0.90% |
 | Ring of Protection | 275 | 15.32% | 67.8 | 48.00% | +5.63% | -23.36% | +12.87% | 1.43% |
 | Helm of Iron Will | 1692 | 94.26% | 67.5 | 43.62% | +6.73% | +5.68% | -5.88% | -3.81% |
 | Boots of Speed | 1784 | 99.39% | 67.0 | 43.22% | -2.23% | +4.65% | -3.85% | -2.44% |
 | Void Stone | 235 | 13.09% | 67.0 | 48.09% | +5.59% | -0.63% | +4.45% | 0.36% |
 | Fluffy Hat | 200 | 11.14% | 66.6 | 48.50% | +5.93% | -4.50% | -10.50% | -0.44% |
 | Elven Tunic | 106 | 5.91% | 66.4 | 51.89% | +9.20% | -4.27% | +2.40% | 3.34% |
 | Phase Boots | 311 | 17.33% | 65.9 | 46.30% | +3.71% | -4.53% | +0.54% | 0.77% |
 | Duelist Gloves | 240 | 13.37% | 65.0 | 46.67% | +3.97% | +1.94% | +0.17% | -0.59% |
 | Magic Stick | 921 | 51.31% | 64.4 | 42.56% | -1.38% | -1.10% | +4.63% | 4.24% |
 | Lotus Orb | 43 | 2.40% | 63.9 | 58.14% | +15.27% | +0.19% | -3.59% | -0.42% |
 | Grove Bow | 316 | 17.60% | 63.9 | 44.94% | +2.07% | -2.96% | +0.98% | 1.97% |
 | Ring of Tarrasque | 56 | 3.12% | 63.9 | 55.36% | +12.52% | +23.21% | -26.79% | -3.77% |
 | Bracer | 791 | 44.07% | 63.8 | 42.48% | -1.34% | +2.97% | -0.56% | -1.33% |
 | Wind Lace | 646 | 35.99% | 63.7 | 42.88% | -0.55% | -1.52% | -6.07% | -0.63% |
 | Chainmail | 447 | 24.90% | 63.5 | 43.62% | +0.52% | -1.66% | +1.02% | 0.33% |
 | Force Staff | 93 | 5.18% | 63.0 | 50.54% | +7.71% | +3.63% | -13.04% | -1.59% |
 | Veil of Discord | 23 | 1.28% | 61.7 | 65.22% | +22.27% | -15.22% | -15.22% | 0.00% |
 | Spark of Courage | 359 | 20.00% | 61.4 | 42.90% | -0.41% | +4.27% | -2.22% | -3.25% |
 | Ghost Scepter | 72 | 4.01% | 61.3 | 51.39% | +8.50% | -6.95% | +20.83% | 2.82% |
 | Dragon Scale | 282 | 15.71% | 61.2 | 43.62% | +0.46% | -0.89% | +7.32% | 4.11% |
 | Pig Pole | 174 | 9.69% | 60.9 | 45.40% | +2.40% | -4.02% | +4.60% | 4.31% |
 | Aghanim's Blessing | 43 | 2.40% | 60.5 | 55.81% | +12.89% | -1.26% | -1.26% | 0.00% |
 | Vambrace | 230 | 12.81% | 59.8 | 43.48% | +0.29% | +4.14% | +3.10% | -0.52% |
 | Occult Bracelet | 158 | 8.80% | 59.4 | 44.94% | +1.87% | -6.84% | +3.54% | 5.19% |
 | Broom Handle | 163 | 9.08% | 58.5 | 44.17% | +1.03% | -9.29% | +0.66% | 3.32% |
 | Ascetic's Cap | 31 | 1.73% | 58.0 | 58.06% | +15.09% | -24.73% | +8.61% | 11.11% |
 | Crown | 111 | 6.18% | 57.9 | 45.95% | +2.90% | -3.09% | +18.34% | 1.71% |
 | Ring of Health | 91 | 5.07% | 57.9 | 47.25% | +4.23% | +4.92% | -3.77% | -0.75% |
 | Safety Bubble | 235 | 13.09% | 56.6 | 41.28% | -2.25% | +2.66% | +1.78% | -0.29% |
 | Seeds of Serenity | 195 | 10.86% | 55.9 | 41.54% | -1.90% | -1.06% | +0.65% | 0.86% |
 | Meteor Hammer | 5 | 0.28% | 55.6 | 100.00% | +56.93% | 0.00% | 0.00% | 0.00% |
 | Desolator | 5 | 0.28% | 55.6 | 100.00% | +56.93% | 0.00% | 0.00% | 0.00% |
 | Paladin Sword | 223 | 12.42% | 55.6 | 40.81% | -2.77% | -1.85% | -0.11% | 0.87% |
 | Revenant's Brooch | 37 | 2.06% | 55.5 | 54.05% | +11.05% | +5.95% | +25.95% | 2.15% |
 | Ogre Seal Totem | 95 | 5.29% | 55.4 | 45.26% | +2.14% | -8.59% | +2.89% | 3.83% |
 | Craggy Coat | 101 | 5.63% | 55.0 | 44.55% | +1.40% | -6.62% | +7.83% | 7.23% |
 | Pupil's Gift | 19 | 1.06% | 54.5 | 63.16% | +20.14% | +3.51% | +8.27% | 0.00% |
 | Javelin | 97 | 5.40% | 54.3 | 44.33% | +1.16% | +3.67% | +3.67% | 0.00% |
 | Shiva's Guard | 17 | 0.95% | 53.9 | 64.71% | +21.68% | -4.71% | -24.71% | 0.00% |
 | Quelling Blade | 324 | 18.05% | 53.9 | 38.27% | -6.05% | -1.95% | +8.64% | 10.59% |
 | Specialist's Array | 150 | 8.36% | 53.7 | 41.33% | -2.07% | -6.33% | -0.30% | 2.01% |
 | Gossamer Cape | 69 | 3.84% | 53.5 | 46.38% | +3.27% | +8.17% | -4.27% | -4.15% |
 | Vindicator's Axe | 99 | 5.52% | 53.2 | 43.43% | +0.21% | -1.76% | -2.05% | -0.10% |
 | Vampire Fangs | 311 | 17.33% | 53.2 | 37.94% | -6.40% | -0.54% | -3.94% | -1.70% |
 | Havoc Hammer | 44 | 2.45% | 52.6 | 50.00% | +6.94% | 0.00% | +11.54% | 3.85% |
 | Monkey King Bar | 13 | 0.72% | 52.6 | 69.23% | +26.19% | -19.23% | +5.77% | 0.00% |
 | Mage Slayer | 39 | 2.17% | 52.5 | 51.28% | +8.23% | -1.28% | -1.28% | 0.00% |
 | Blade Mail | 58 | 3.23% | 51.6 | 46.55% | +3.43% | +6.78% | -19.88% | -2.31% |
 | Faded Broach | 74 | 4.12% | 49.9 | 43.24% | +0.01% | -13.61% | +4.91% | 9.26% |
 | Kaya | 14 | 0.78% | 48.5 | 64.29% | +21.22% | +10.71% | -39.29% | 0.00% |
 | Aviana's Feather | 51 | 2.84% | 47.9 | 45.10% | +1.92% | -22.02% | +16.44% | 12.82% |
 | Wraith Band | 17 | 0.95% | 46.5 | 58.82% | +15.74% | +21.18% | -18.82% | 0.00% |
 | Defiant Shell | 84 | 4.68% | 45.6 | 39.29% | -4.13% | -3.81% | +0.10% | 1.96% |
 | Linken's Sphere | 15 | 0.84% | 45.1 | 60.00% | +16.91% | -10.00% | -10.00% | 0.00% |
 | Overwhelming Blink | 15 | 0.84% | 45.1 | 60.00% | +16.91% | -10.00% | -10.00% | 0.00% |
 | Refresher Orb | 6 | 0.33% | 44.9 | 83.33% | +40.23% | +16.67% | +16.67% | 0.00% |
 | Cloak of Flames | 64 | 3.57% | 44.6 | 40.63% | -2.70% | -12.63% | +9.37% | 17.60% |
 | Trickster Cloak | 65 | 3.62% | 43.9 | 40.00% | -3.35% | +7.06% | -12.73% | -6.60% |
 | Eul's Scepter of Divinity | 32 | 1.78% | 43.5 | 46.88% | +3.71% | -9.38% | -9.38% | 0.00% |
 | Cornucopia | 70 | 3.90% | 42.7 | 38.57% | -4.85% | +11.43% | -5.24% | -0.73% |
 | Bottle | 51 | 2.84% | 42.6 | 41.18% | -2.11% | -2.72% | -10.41% | -7.69% |
 | Rattlecage | 45 | 2.51% | 42.4 | 42.22% | -1.04% | -4.12% | -3.76% | 0.18% |
 | Diadem | 96 | 5.35% | 41.4 | 35.42% | -8.25% | +6.25% | -2.09% | -0.85% |
 | Orb of Destruction | 19 | 1.06% | 41.4 | 52.63% | +9.50% | -15.13% | +7.37% | 0.00% |
 | Arcane Ring | 7 | 0.39% | 38.0 | 71.43% | +28.31% | -21.43% | +28.57% | 0.00% |
 | Lance of Pursuit | 37 | 2.06% | 37.6 | 40.54% | -2.75% | -4.18% | +9.46% | 3.41% |
 | Radiance | 3 | 0.17% | 36.2 | 100.00% | +56.86% | 0.00% | 0.00% | 0.00% |
 | Boots of Travel 2 | 13 | 0.72% | 35.1 | 53.85% | +10.70% | -13.85% | +12.82% | 0.00% |
 | Nemesis Curse | 17 | 0.95% | 33.0 | 47.06% | +3.87% | +19.61% | +19.61% | 0.00% |
 | Orb of Venom | 36 | 2.01% | 31.8 | 36.11% | -7.27% | +5.56% | -2.78% | -2.88% |
 | Fairy's Trinket | 40 | 2.23% | 31.7 | 35.00% | -8.42% | +25.00% | +0.29% | -10.98% |
 | Mind Breaker | 22 | 1.23% | 30.5 | 40.91% | -2.35% | +34.09% | -15.91% | -16.67% |
 | Blight Stone | 55 | 3.06% | 30.1 | 30.91% | -12.71% | +4.80% | -9.48% | -0.98% |
 | Shadow Blade | 12 | 0.67% | 29.7 | 50.00% | +6.81% | +16.67% | -16.67% | 0.00% |
 | Orchid Malevolence | 12 | 0.67% | 29.7 | 50.00% | +6.81% | +16.67% | -16.67% | 0.00% |
 | Moon Shard | 7 | 0.39% | 25.7 | 57.14% | +13.96% | +42.86% | -7.14% | 0.00% |
 | Yasha and Kaya | 2 | 0.11% | 24.5 | 100.00% | +56.83% | 0.00% | 0.00% | 0.00% |
 | Manta Style | 2 | 0.11% | 24.5 | 100.00% | +56.83% | 0.00% | 0.00% | 0.00% |
 | Ninja Gear | 16 | 0.89% | 22.5 | 37.50% | -5.78% | -12.50% | -12.50% | 0.00% |
 | Ancient Guardian | 5 | 0.28% | 21.5 | 60.00% | +16.82% | +40.00% | -26.67% | 0.00% |
 | Bloodthorn | 5 | 0.28% | 21.5 | 60.00% | +16.82% | +40.00% | -10.00% | 0.00% |
 | Vanguard | 5 | 0.28% | 21.5 | 60.00% | +16.82% | -10.00% | -10.00% | 0.00% |
 | Divine Rapier | 5 | 0.28% | 21.5 | 60.00% | +16.82% | +40.00% | -10.00% | 0.00% |
 | Psychic Headband | 9 | 0.50% | 20.1 | 44.44% | +1.21% | +55.56% | -44.44% | 0.00% |
 | Trusty Shovel | 14 | 0.78% | 19.1 | 35.71% | -7.58% | -10.71% | +14.29% | 0.00% |
 | Silver Edge | 6 | 0.33% | 18.0 | 50.00% | +6.79% | 0.00% | 0.00% | 0.00% |
 | Enchanted Quiver | 21 | 1.17% | 17.4 | 28.57% | -14.83% | -11.90% | +21.43% | 16.67% |
 | Wind Waker | 11 | 0.61% | 16.7 | 36.36% | -6.91% | -3.03% | -3.03% | 0.00% |
 | Crimson Guard | 3 | 0.17% | 16.6 | 66.67% | +23.48% | +33.33% | +33.33% | 0.00% |
 | Ceremonial Robe | 3 | 0.17% | 16.6 | 66.67% | +23.48% | +33.33% | -66.67% | 0.00% |
 | Telescope | 3 | 0.17% | 16.6 | 66.67% | +23.48% | +33.33% | -66.67% | 0.00% |
 | Butterfly | 3 | 0.17% | 16.6 | 66.67% | +23.48% | -66.67% | +33.33% | 0.00% |
 | Ethereal Blade | 3 | 0.17% | 16.6 | 66.67% | +23.48% | +33.33% | +33.33% | 0.00% |
 | Martyr's Plate | 12 | 0.67% | 15.4 | 33.33% | -9.97% | +16.67% | 0.00% | 0.00% |
 | Kaya and Sange | 8 | 0.45% | 13.8 | 37.50% | -5.76% | +12.50% | -37.50% | 0.00% |
 | Timeless Relic | 14 | 0.78% | 13.4 | 28.57% | -14.78% | -28.57% | +21.43% | 0.00% |
 | Headdress | 4 | 0.22% | 12.6 | 50.00% | +6.78% | -50.00% | +50.00% | 0.00% |
 | Aether Lens | 4 | 0.22% | 12.6 | 50.00% | +6.78% | +50.00% | +50.00% | 0.00% |
 | Orb of Corrosion | 1 | 0.06% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Arcane Blink | 1 | 0.06% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Null Talisman | 1 | 0.06% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dandelion Amulet | 16 | 0.89% | 11.8 | 25.00% | -18.40% | -8.33% | +5.00% | 0.00% |
 | Eye of the Vizier | 11 | 0.61% | 10.3 | 27.27% | -16.06% | -27.27% | +22.73% | 0.00% |
 | Bullwhip | 19 | 1.06% | 10.2 | 21.05% | -22.42% | -21.05% | +28.95% | 0.00% |
 | Hand of Midas | 20 | 1.11% | 9.7 | 20.00% | -23.49% | +20.00% | 0.00% | -2.71% |
 | Maelstrom | 6 | 0.33% | 8.8 | 33.33% | -9.93% | -33.33% | +66.67% | 0.00% |
 | Dagon | 6 | 0.33% | 8.8 | 33.33% | -9.93% | -33.33% | +16.67% | 0.00% |
 | Glimmer Cape | 7 | 0.39% | 7.7 | 28.57% | -14.72% | -28.57% | +21.43% | 0.00% |
 | Philosopher's Stone | 7 | 0.39% | 7.7 | 28.57% | -14.72% | +4.76% | -28.57% | 0.00% |
 | Mirror Shield | 2 | 0.11% | 6.4 | 50.00% | +6.78% | -50.00% | +50.00% | 0.00% |
 | Giant's Ring | 2 | 0.11% | 6.4 | 50.00% | +6.78% | -50.00% | +50.00% | 0.00% |
 | Swift Blink | 2 | 0.11% | 6.4 | 50.00% | +6.78% | +50.00% | -50.00% | 0.00% |
 | Pipe of Insight | 2 | 0.11% | 6.4 | 50.00% | +6.78% | +50.00% | -50.00% | 0.00% |
 | Tranquil Boots | 9 | 0.50% | 6.1 | 22.22% | -21.12% | -22.22% | +11.11% | 0.00% |
 | Dagon (level 5) | 3 | 0.17% | 4.5 | 33.33% | -9.92% | -33.33% | -33.33% | 0.00% |
 | Mjollnir | 3 | 0.17% | 4.5 | 33.33% | -9.92% | -33.33% | +66.67% | 0.00% |
 | Royal Jelly | 4 | 0.22% | 3.5 | 25.00% | -18.27% | +75.00% | -25.00% | 0.00% |
 | Urn of Shadows | 4 | 0.22% | 3.5 | 25.00% | -18.27% | -25.00% | +75.00% | 0.00% |
 | Holy Locket | 4 | 0.22% | 3.5 | 25.00% | -18.27% | +75.00% | -25.00% | 0.00% |
 | Dagon (level 2) | 4 | 0.22% | 3.5 | 25.00% | -18.27% | -25.00% | -25.00% | 0.00% |
 | Vladmir's Offering | 4 | 0.22% | 3.5 | 25.00% | -18.27% | -25.00% | +75.00% | 0.00% |
 | Light Collector | 5 | 0.28% | 2.9 | 20.00% | -23.30% | +13.33% | -20.00% | 0.00% |
 | Whisper of the Dread | 7 | 0.39% | 2.2 | 14.29% | -29.05% | +19.04% | -14.29% | 0.00% |
 | Stormcrafter | 1 | 0.06% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 4) | 2 | 0.11% | 0.0 | 0.00% | -43.28% | 0.00% | 0.00% | 0.00% |
 | Ring of Basilius | 3 | 0.17% | 0.0 | 0.00% | -43.30% | 0.00% | 0.00% | 0.00% |
 | Boots of Bearing | 1 | 0.06% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Force Boots | 1 | 0.06% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Crystalys | 1 | 0.06% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Rod of Atos | 1 | 0.06% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Nullifier | 2 | 0.11% | 0.0 | 0.00% | -43.28% | 0.00% | 0.00% | 0.00% |
 | Drum of Endurance | 1 | 0.06% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 3) | 3 | 0.17% | 0.0 | 0.00% | -43.30% | 0.00% | 0.00% | 0.00% |
 | Octarine Core | 2 | 0.11% | 0.0 | 0.00% | -43.28% | 0.00% | 0.00% | 0.00% |
 | Diffusal Blade | 1 | 0.06% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Solar Crest | 2 | 0.11% | 0.0 | 0.00% | -43.28% | 0.00% | 0.00% | 0.00% |
 | Pavise | 2 | 0.11% | 0.0 | 0.00% | -43.28% | 0.00% | 0.00% | 0.00% |
 | Eye of Skadi | 2 | 0.11% | 0.0 | 0.00% | -43.28% | 0.00% | 0.00% | 0.00% |
 | Doubloon | 3 | 0.17% | 0.0 | 0.00% | -43.30% | 0.00% | 0.00% | 0.00% |
 | Gleipnir | 1 | 0.06% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mekansm | 1 | 0.06% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Book of Shadows | 1 | 0.06% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |