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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 | 232 | 35.69% | 100.0 | 68.10% | +26.71% | +25.00% | -14.65% | -7.64% |
 | Overwhelming Blink | 51 | 7.85% | 99.2 | 76.47% | +27.72% | +15.84% | -14.93% | -4.76% |
 | Buckler | 271 | 41.69% | 95.3 | 64.58% | +23.42% | +12.23% | -10.17% | -3.61% |
 | Abyssal Blade | 57 | 8.77% | 93.4 | 71.93% | +23.03% | +14.74% | -11.93% | -5.00% |
 | Vanguard | 73 | 11.23% | 91.0 | 68.49% | +19.79% | -5.33% | -5.33% | 0.00% |
 | Skull Basher | 90 | 13.85% | 90.4 | 66.67% | +18.28% | -1.45% | -18.84% | -3.84% |
 | Aghanim's Shard | 321 | 49.38% | 89.3 | 60.12% | +18.17% | -8.27% | -0.86% | 0.74% |
 | Yasha | 255 | 39.23% | 87.3 | 59.61% | +14.29% | +10.70% | -11.17% | -6.28% |
 | Bloodthorn | 150 | 23.08% | 86.6 | 61.33% | +13.53% | +14.99% | -24.49% | -6.11% |
 | Manta Style | 166 | 25.54% | 86.6 | 60.84% | +13.32% | +24.87% | -20.36% | -14.71% |
 | Solar Crest | 57 | 8.77% | 85.0 | 66.67% | +17.26% | 0.00% | -26.67% | -7.69% |
 | Orchid Malevolence | 194 | 29.85% | 83.6 | 58.25% | +10.44% | +11.14% | -11.31% | -3.31% |
 | Pavise | 60 | 9.23% | 83.1 | 65.00% | +15.51% | +1.67% | -11.67% | -4.44% |
 | Swift Blink | 43 | 6.62% | 82.0 | 67.44% | +17.69% | +23.47% | -12.89% | -5.95% |
 | Blink Dagger | 509 | 78.31% | 81.0 | 53.44% | +11.60% | +11.40% | -5.78% | -3.23% |
 | Ring of Tarrasque | 58 | 8.92% | 80.7 | 63.79% | +14.13% | +9.54% | -3.79% | -1.62% |
 | Radiance | 521 | 80.15% | 79.2 | 52.21% | +6.47% | +21.07% | -16.33% | -17.95% |
 | Phase Boots | 353 | 54.31% | 79.2 | 53.26% | +5.11% | +4.52% | -12.60% | -10.38% |
 | Sange | 88 | 13.54% | 78.4 | 59.09% | +9.45% | -4.54% | -2.57% | 0.39% |
 | Cornucopia | 94 | 14.46% | 78.2 | 58.51% | +8.87% | +8.16% | -16.84% | -3.08% |
 | Ring of Protection | 388 | 59.69% | 78.2 | 52.32% | +3.47% | -4.32% | -2.84% | 0.16% |
 | Boots of Speed | 647 | 99.54% | 77.9 | 50.85% | -15.82% | +2.52% | +1.30% | -0.45% |
 | Magic Stick | 544 | 83.69% | 77.7 | 51.10% | +1.10% | +7.94% | -2.19% | -3.09% |
 | Bracer | 356 | 54.77% | 77.2 | 51.97% | +2.31% | -1.97% | -4.78% | -2.81% |
 | Bullwhip | 40 | 6.15% | 77.0 | 65.00% | +15.00% | +1.67% | -6.67% | -2.78% |
 | Sange and Yasha | 82 | 12.62% | 76.8 | 58.54% | +8.72% | -1.40% | -10.92% | -2.21% |
 | Drum of Endurance | 17 | 2.62% | 75.9 | 76.47% | +26.23% | +3.53% | -9.80% | 0.00% |
 | Quelling Blade | 527 | 81.08% | 75.1 | 49.53% | -7.38% | +0.25% | -0.02% | 0.00% |
 | Chainmail | 328 | 50.46% | 74.8 | 50.61% | -0.63% | +5.07% | +0.61% | -0.54% |
 | Soul Ring | 403 | 62.00% | 74.6 | 49.88% | -2.75% | -1.37% | -10.28% | -4.90% |
 | Faded Broach | 34 | 5.23% | 73.7 | 64.71% | +14.55% | +8.02% | -9.15% | -6.24% |
 | Diadem | 181 | 27.85% | 72.6 | 51.38% | +0.63% | -3.46% | -10.08% | -1.19% |
 | Black King Bar | 347 | 53.38% | 72.1 | 48.70% | -4.77% | +16.82% | -6.17% | -4.86% |
 | Arcane Ring | 63 | 9.69% | 71.6 | 57.14% | +6.88% | +1.48% | -15.03% | -8.26% |
 | Occult Bracelet | 59 | 9.08% | 71.5 | 57.63% | +7.38% | +3.08% | -2.79% | -5.87% |
 | Magic Wand | 232 | 35.69% | 71.4 | 49.57% | -2.10% | +0.43% | +0.43% | 0.00% |
 | Wind Lace | 236 | 36.31% | 70.8 | 49.15% | -2.78% | 0.00% | +6.78% | 0.72% |
 | Dragon Scale | 126 | 19.38% | 69.0 | 50.79% | -0.16% | +7.65% | -12.01% | -19.66% |
 | Ring of Basilius | 102 | 15.69% | 69.0 | 51.96% | +1.23% | -5.81% | +5.73% | 2.71% |
 | Crown | 131 | 20.15% | 68.7 | 50.38% | -0.68% | -1.90% | -3.32% | -0.16% |
 | Aghanim's Scepter | 83 | 12.77% | 68.5 | 53.01% | +2.39% | -5.39% | -19.68% | -1.15% |
 | Arcane Boots | 90 | 13.85% | 68.2 | 52.22% | +1.51% | +4.30% | +13.00% | 2.66% |
 | Fluffy Hat | 182 | 28.00% | 68.0 | 48.35% | -3.57% | +10.35% | -15.74% | -3.10% |
 | Ironwood Tree | 45 | 6.92% | 68.0 | 57.78% | +7.37% | +4.12% | -3.61% | -7.73% |
 | Iron Talon | 108 | 16.62% | 67.9 | 50.93% | +0.01% | +4.45% | -6.74% | -11.19% |
 | Nullifier | 56 | 8.62% | 67.4 | 55.36% | +4.85% | +16.07% | -5.36% | -2.43% |
 | Helm of Iron Will | 117 | 18.00% | 66.6 | 49.57% | -1.65% | -6.24% | -2.90% | 0.34% |
 | Ring of Health | 81 | 12.46% | 66.5 | 51.85% | +1.06% | +14.82% | -18.52% | -3.15% |
 | Vampire Fangs | 70 | 10.77% | 66.4 | 52.86% | +2.17% | -5.03% | +9.64% | 14.67% |
 | Javelin | 141 | 21.69% | 66.0 | 48.23% | -3.44% | -6.56% | -1.01% | 0.33% |
 | Power Treads | 179 | 27.54% | 65.8 | 46.93% | -5.51% | +6.40% | -0.26% | -4.21% |
 | Seeds of Serenity | 69 | 10.62% | 65.3 | 52.17% | +1.40% | -2.17% | +3.39% | 2.78% |
 | Trusty Shovel | 63 | 9.69% | 64.5 | 52.38% | +1.61% | -7.55% | +12.84% | 10.20% |
 | Duelist Gloves | 57 | 8.77% | 63.6 | 52.63% | +1.87% | +4.95% | -6.80% | -11.75% |
 | Boots of Travel | 32 | 4.92% | 60.2 | 56.25% | +5.60% | -6.25% | -31.25% | -1.08% |
 | Bottle | 78 | 12.00% | 59.6 | 47.44% | -3.96% | +2.56% | -1.99% | -4.55% |
 | Tranquil Boots | 7 | 1.08% | 59.4 | 85.71% | +35.17% | +14.29% | +14.29% | 0.00% |
 | Orb of Destruction | 71 | 10.92% | 59.2 | 47.89% | -3.41% | -4.49% | +13.22% | 17.71% |
 | Vladmir's Offering | 11 | 1.69% | 58.0 | 72.73% | +22.18% | -6.06% | +27.27% | 0.00% |
 | Null Talisman | 38 | 5.85% | 57.9 | 52.63% | +1.81% | -2.63% | -2.63% | 0.00% |
 | Broom Handle | 92 | 14.15% | 57.0 | 44.57% | -7.40% | +3.26% | -3.27% | -6.53% |
 | Elven Tunic | 34 | 5.23% | 56.5 | 52.94% | +2.13% | -12.94% | +18.49% | 31.43% |
 | Paladin Sword | 59 | 9.08% | 56.5 | 47.46% | -3.81% | -2.01% | +2.54% | 4.55% |
 | Specialist's Array | 58 | 8.92% | 55.0 | 46.55% | -4.80% | +0.82% | -1.55% | -2.37% |
 | Vindicator's Axe | 58 | 8.92% | 55.0 | 46.55% | -4.80% | -11.07% | +12.71% | 23.78% |
 | Void Stone | 95 | 14.62% | 53.7 | 42.11% | -10.32% | +3.72% | +3.72% | 0.00% |
 | Octarine Core | 21 | 3.23% | 53.5 | 57.14% | +6.42% | +9.53% | -23.81% | -3.60% |
 | Defiant Shell | 49 | 7.54% | 53.4 | 46.94% | -4.31% | -7.81% | -8.48% | -0.33% |
 | Eye of the Vizier | 4 | 0.62% | 53.4 | 100.00% | +49.38% | 0.00% | 0.00% | 0.00% |
 | Cloak of Flames | 36 | 5.54% | 53.3 | 50.00% | -0.98% | -4.55% | +7.14% | 11.69% |
 | Boots of Travel 2 | 10 | 1.54% | 51.8 | 70.00% | +19.37% | -3.33% | +30.00% | 0.00% |
 | Morbid Mask | 33 | 5.08% | 49.9 | 48.48% | -2.57% | -4.04% | +18.19% | 1.11% |
 | Spark of Courage | 44 | 6.77% | 49.9 | 45.45% | -5.87% | -1.97% | +2.17% | 4.14% |
 | Ghost Scepter | 20 | 3.08% | 49.7 | 55.00% | +4.21% | +25.00% | -15.00% | -4.52% |
 | Pupil's Gift | 34 | 5.23% | 48.4 | 47.06% | -4.08% | -9.56% | +8.50% | 18.06% |
 | Headdress | 54 | 8.31% | 45.9 | 40.74% | -11.11% | -5.03% | +16.40% | 2.10% |
 | Butterfly | 9 | 1.38% | 44.9 | 66.67% | +15.97% | 0.00% | 0.00% | 0.00% |
 | Crimson Guard | 17 | 2.62% | 43.8 | 52.94% | +2.07% | +7.06% | +7.06% | 0.00% |
 | Royal Jelly | 38 | 5.85% | 43.4 | 42.11% | -9.36% | -0.93% | +7.89% | 4.41% |
 | Moon Shard | 7 | 1.08% | 43.1 | 71.43% | +20.73% | -71.43% | +28.57% | 0.00% |
 | Meteor Hammer | 3 | 0.46% | 41.7 | 100.00% | +49.30% | 0.00% | 0.00% | 0.00% |
 | Heaven's Halberd | 3 | 0.46% | 41.7 | 100.00% | +49.30% | 0.00% | 0.00% | 0.00% |
 | Philosopher's Stone | 19 | 2.92% | 39.2 | 47.37% | -3.66% | +9.77% | -4.51% | -7.14% |
 | Safety Bubble | 41 | 6.31% | 37.0 | 36.59% | -15.30% | +7.16% | +5.08% | -0.69% |
 | Dandelion Amulet | 11 | 1.69% | 36.6 | 54.55% | +3.69% | -14.55% | +12.12% | 0.00% |
 | Pipe of Insight | 28 | 4.31% | 35.5 | 39.29% | -12.16% | -10.72% | +3.57% | 1.84% |
 | Vambrace | 18 | 2.77% | 34.8 | 44.44% | -6.67% | -11.11% | +11.12% | 0.00% |
 | Rattlecage | 6 | 0.92% | 34.3 | 66.67% | +15.89% | -33.34% | +33.33% | 0.00% |
 | Heart of Tarrasque | 6 | 0.92% | 34.3 | 66.67% | +15.89% | -16.67% | +33.33% | 0.00% |
 | Ogre Seal Totem | 6 | 0.92% | 34.3 | 66.67% | +15.89% | -16.67% | +8.33% | 0.00% |
 | Glimmer Cape | 6 | 0.92% | 34.3 | 66.67% | +15.89% | -16.67% | +33.33% | 0.00% |
 | Ancient Guardian | 6 | 0.92% | 34.3 | 66.67% | +15.89% | 0.00% | 0.00% | 0.00% |
 | Ceremonial Robe | 6 | 0.92% | 34.3 | 66.67% | +15.89% | +33.33% | -66.67% | 0.00% |
 | Mind Breaker | 22 | 3.38% | 33.9 | 40.91% | -10.36% | +9.09% | +16.23% | 3.57% |
 | Falcon Blade | 12 | 1.85% | 33.6 | 50.00% | -0.94% | -16.67% | -50.00% | 0.00% |
 | Lance of Pursuit | 9 | 1.38% | 33.3 | 55.56% | +4.70% | +4.44% | -5.56% | 0.00% |
 | Mekansm | 34 | 5.23% | 33.1 | 35.29% | -16.50% | +14.71% | +9.15% | -1.04% |
 | Gossamer Cape | 27 | 4.15% | 32.3 | 37.04% | -14.48% | +1.42% | +7.40% | 2.99% |
 | Lotus Orb | 4 | 0.62% | 30.9 | 75.00% | +24.23% | +25.00% | -75.00% | 0.00% |
 | Telescope | 4 | 0.62% | 30.9 | 75.00% | +24.23% | 0.00% | 0.00% | 0.00% |
 | Orb of Venom | 10 | 1.54% | 30.0 | 50.00% | -0.94% | +16.67% | -16.67% | 0.00% |
 | Trickster Cloak | 10 | 1.54% | 30.0 | 50.00% | -0.94% | -25.00% | +25.00% | 0.00% |
 | Ninja Gear | 14 | 2.15% | 28.9 | 42.86% | -8.24% | -14.29% | +7.14% | 0.00% |
 | Timeless Relic | 2 | 0.31% | 28.5 | 100.00% | +49.23% | 0.00% | 0.00% | 0.00% |
 | Desolator | 2 | 0.31% | 28.5 | 100.00% | +49.23% | 0.00% | 0.00% | 0.00% |
 | Havoc Hammer | 2 | 0.31% | 28.5 | 100.00% | +49.23% | 0.00% | 0.00% | 0.00% |
 | Mage Slayer | 2 | 0.31% | 28.5 | 100.00% | +49.23% | 0.00% | 0.00% | 0.00% |
 | Kaya | 2 | 0.31% | 28.5 | 100.00% | +49.23% | 0.00% | 0.00% | 0.00% |
 | Blight Stone | 11 | 1.69% | 27.4 | 45.45% | -5.57% | -12.12% | -12.12% | 0.00% |
 | Nemesis Curse | 15 | 2.31% | 27.0 | 40.00% | -11.18% | +4.44% | 0.00% | 0.00% |
 | Guardian Greaves | 28 | 4.31% | 27.0 | 32.14% | -19.63% | +10.72% | -3.57% | -2.31% |
 | Shiva's Guard | 8 | 1.23% | 25.9 | 50.00% | -0.93% | -50.00% | 0.00% | 0.00% |
 | Blade Mail | 5 | 0.77% | 24.8 | 60.00% | +9.15% | -60.00% | +40.00% | 0.00% |
 | Urn of Shadows | 5 | 0.77% | 24.8 | 60.00% | +9.15% | +40.00% | -10.00% | 0.00% |
 | Veil of Discord | 9 | 1.38% | 23.1 | 44.44% | -6.57% | -44.44% | -11.11% | 0.00% |
 | Shadow Blade | 6 | 0.92% | 20.8 | 50.00% | -0.93% | -50.00% | +50.00% | 0.00% |
 | Psychic Headband | 6 | 0.92% | 20.8 | 50.00% | -0.93% | +50.00% | -50.00% | 0.00% |
 | Maelstrom | 6 | 0.92% | 20.8 | 50.00% | -0.93% | 0.00% | 0.00% | 0.00% |
 | Pig Pole | 15 | 2.31% | 20.5 | 33.33% | -18.01% | -20.83% | +23.81% | 0.00% |
 | Daedalus | 3 | 0.46% | 19.2 | 66.67% | +15.82% | -66.67% | +33.33% | 0.00% |
 | Eye of Skadi | 3 | 0.46% | 19.2 | 66.67% | +15.82% | +33.33% | -66.67% | 0.00% |
 | Mjollnir | 3 | 0.46% | 19.2 | 66.67% | +15.82% | +33.33% | +33.33% | 0.00% |
 | Light Collector | 8 | 1.23% | 16.0 | 37.50% | -13.59% | -4.17% | +12.50% | 0.00% |
 | Silver Edge | 4 | 0.62% | 14.8 | 50.00% | -0.93% | -50.00% | +50.00% | 0.00% |
 | Crystalys | 4 | 0.62% | 14.8 | 50.00% | -0.93% | -50.00% | +50.00% | 0.00% |
 | Force Staff | 9 | 1.38% | 14.4 | 33.33% | -17.84% | 0.00% | -33.33% | 0.00% |
 | Spirit Vessel | 1 | 0.15% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Boots of Bearing | 1 | 0.15% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Diffusal Blade | 1 | 0.15% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mirror Shield | 1 | 0.15% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Orb of Corrosion | 1 | 0.15% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Aviana's Feather | 10 | 1.54% | 13.1 | 30.00% | -21.25% | +3.33% | +3.33% | 0.00% |
 | Wraith Band | 5 | 0.77% | 12.1 | 40.00% | -11.01% | +10.00% | +10.00% | 0.00% |
 | Ascetic's Cap | 5 | 0.77% | 12.1 | 40.00% | -11.01% | -40.00% | +10.00% | 0.00% |
 | Linken's Sphere | 5 | 0.77% | 12.1 | 40.00% | -11.01% | +10.00% | -40.00% | 0.00% |
 | Craggy Coat | 13 | 2.00% | 10.5 | 23.08% | -28.41% | +5.49% | +1.92% | 0.00% |
 | Monkey King Bar | 6 | 0.92% | 10.3 | 33.33% | -17.76% | -33.33% | -33.33% | 0.00% |
 | Gleipnir | 2 | 0.31% | 7.5 | 50.00% | -0.93% | -50.00% | +50.00% | 0.00% |
 | Rod of Atos | 2 | 0.31% | 7.5 | 50.00% | -0.93% | -50.00% | +50.00% | 0.00% |
 | Refresher Orb | 2 | 0.31% | 7.5 | 50.00% | -0.93% | +50.00% | -50.00% | 0.00% |
 | Battle Fury | 2 | 0.31% | 7.5 | 50.00% | -0.93% | -50.00% | +50.00% | 0.00% |
 | Hand of Midas | 9 | 1.38% | 7.3 | 22.22% | -29.11% | +44.45% | -22.22% | 0.00% |
 | Grove Bow | 3 | 0.46% | 5.3 | 33.33% | -17.67% | +16.67% | -33.33% | 0.00% |
 | Enchanted Quiver | 3 | 0.46% | 5.3 | 33.33% | -17.67% | -33.33% | +66.67% | 0.00% |
 | Armlet of Mordiggian | 4 | 0.62% | 4.2 | 25.00% | -26.08% | -25.00% | -25.00% | 0.00% |
 | Eul's Scepter of Divinity | 4 | 0.62% | 4.2 | 25.00% | -26.08% | -25.00% | -25.00% | 0.00% |
 | Scythe of Vyse | 3 | 0.46% | 0.0 | 0.00% | -51.16% | 0.00% | 0.00% | 0.00% |
 | Divine Rapier | 3 | 0.46% | 0.0 | 0.00% | -51.16% | 0.00% | 0.00% | 0.00% |
 | Whisper of the Dread | 2 | 0.31% | 0.0 | 0.00% | -51.08% | 0.00% | 0.00% | 0.00% |
 | Dagon | 1 | 0.15% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Hurricane Pike | 1 | 0.15% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Stormcrafter | 3 | 0.46% | 0.0 | 0.00% | -51.16% | 0.00% | 0.00% | 0.00% |
 | Echo Sabre | 1 | 0.15% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Harpoon | 1 | 0.15% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Arcanist's Armor | 1 | 0.15% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 3) | 1 | 0.15% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 2) | 1 | 0.15% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dragon Lance | 1 | 0.15% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |