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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) | |
 | Guardian Greaves | 554 | 11.19% | 100.0 | 68.95% | +24.86% | +4.43% | -4.66% | -0.80% |
 | Meteor Hammer | 68 | 1.37% | 99.1 | 79.41% | +32.99% | +2.94% | -2.94% | 0.00% |
 | Buckler | 588 | 11.87% | 97.2 | 67.01% | +22.85% | -1.70% | -4.42% | -0.21% |
 | Mekansm | 778 | 15.71% | 92.4 | 63.24% | +19.42% | -4.06% | +3.43% | 0.61% |
 | Headdress | 894 | 18.05% | 89.4 | 60.96% | +17.19% | -8.28% | +2.43% | 0.77% |
 | Pipe of Insight | 113 | 2.28% | 88.9 | 69.03% | +22.68% | +6.83% | -0.06% | -0.70% |
 | Aether Lens | 714 | 14.42% | 86.8 | 59.80% | +15.11% | -5.61% | -3.38% | 0.17% |
 | Aghanim's Scepter | 2265 | 45.74% | 84.4 | 56.29% | +17.36% | +1.03% | -3.04% | -0.43% |
 | Ethereal Blade | 96 | 1.94% | 83.3 | 66.67% | +20.19% | +16.66% | -8.34% | -2.16% |
 | Kaya | 238 | 4.81% | 83.0 | 60.92% | +14.76% | +12.41% | -8.46% | -1.21% |
 | Wind Waker | 101 | 2.04% | 81.9 | 65.35% | +18.86% | -3.81% | +0.03% | 0.44% |
 | Eul's Scepter of Divinity | 1680 | 33.93% | 81.6 | 54.82% | +12.03% | +8.36% | -0.53% | -0.93% |
 | Ring of Protection | 1008 | 20.36% | 81.3 | 55.46% | +10.78% | -6.65% | +2.87% | 0.51% |
 | Aghanim's Shard | 2339 | 47.23% | 80.2 | 53.44% | +12.45% | -0.12% | -2.76% | -0.27% |
 | Chainmail | 1280 | 25.85% | 79.9 | 54.14% | +9.80% | -6.64% | +5.86% | 0.91% |
 | Crown | 483 | 9.75% | 78.7 | 55.49% | +9.55% | -0.94% | -1.39% | -0.05% |
 | Void Stone | 2332 | 47.09% | 78.1 | 52.10% | +9.89% | +2.26% | +2.27% | 0.00% |
 | Blink Dagger | 590 | 11.91% | 76.8 | 53.73% | +7.79% | -9.14% | +4.38% | 1.01% |
 | Ring of Tarrasque | 221 | 4.46% | 75.8 | 56.56% | +10.14% | +7.73% | -6.56% | -1.12% |
 | Scythe of Vyse | 59 | 1.19% | 75.6 | 66.10% | +19.46% | +13.90% | +0.57% | 0.00% |
 | Lotus Orb | 111 | 2.24% | 75.3 | 60.36% | +13.80% | -10.36% | +3.93% | 1.79% |
 | Force Staff | 2075 | 41.90% | 75.2 | 50.36% | +6.01% | +7.11% | -1.81% | -0.98% |
 | Glimmer Cape | 1163 | 23.49% | 75.2 | 51.16% | +5.61% | +5.88% | +1.07% | -0.52% |
 | Hurricane Pike | 230 | 4.64% | 74.7 | 55.65% | +9.21% | +2.97% | +6.42% | 0.38% |
 | Wind Lace | 2745 | 55.43% | 74.6 | 49.58% | +6.08% | -1.84% | +1.35% | 0.31% |
 | Arcane Boots | 4255 | 85.92% | 73.5 | 48.48% | +11.46% | +5.60% | -5.93% | -3.89% |
 | Bullwhip | 330 | 6.66% | 73.4 | 53.33% | +6.92% | +3.05% | -1.52% | -1.22% |
 | Ring of Basilius | 4280 | 86.43% | 73.4 | 48.39% | +11.19% | +1.84% | -5.21% | -1.63% |
 | Solar Crest | 116 | 2.34% | 73.2 | 58.62% | +12.03% | +3.45% | -6.90% | -1.40% |
 | Trusty Shovel | 472 | 9.53% | 73.1 | 51.91% | +5.57% | -3.58% | +0.39% | 1.32% |
 | Ghost Scepter | 695 | 14.03% | 72.8 | 50.65% | +4.40% | -1.22% | +1.07% | 0.22% |
 | Boots of Travel | 214 | 4.32% | 72.7 | 54.67% | +8.15% | -10.23% | +4.59% | 0.50% |
 | Fluffy Hat | 2405 | 48.57% | 72.6 | 48.44% | +3.05% | +0.06% | +1.39% | 0.12% |
 | Magic Wand | 3294 | 66.52% | 72.4 | 48.00% | +3.37% | +0.73% | -3.08% | -0.58% |
 | Helm of Iron Will | 189 | 3.82% | 72.2 | 55.03% | +8.48% | +1.22% | +7.47% | 0.35% |
 | Seeds of Serenity | 412 | 8.32% | 71.8 | 51.46% | +5.01% | -2.29% | +1.44% | 1.24% |
 | Parasma | 47 | 0.95% | 71.6 | 65.96% | +19.27% | +0.71% | -7.63% | 0.00% |
 | Magic Stick | 4226 | 85.34% | 71.4 | 47.07% | +1.34% | +1.81% | -2.48% | -2.74% |
 | Boots of Speed | 4947 | 99.90% | 71.4 | 46.92% | +46.92% | +0.50% | -4.57% | -1.64% |
 | Psychic Headband | 759 | 15.33% | 70.8 | 49.14% | +2.68% | -3.45% | +4.22% | 2.56% |
 | Dragon Lance | 313 | 6.32% | 70.8 | 51.76% | +5.22% | +0.14% | +2.67% | 0.23% |
 | Aeon Disk | 102 | 2.06% | 70.6 | 57.84% | +11.20% | +7.54% | -0.15% | -0.71% |
 | Telescope | 238 | 4.81% | 70.2 | 52.52% | +5.94% | -4.33% | +6.15% | 3.49% |
 | Arcane Ring | 631 | 12.74% | 69.6 | 48.81% | +2.22% | -1.57% | +0.56% | 0.71% |
 | Pavise | 120 | 2.42% | 69.3 | 55.83% | +9.18% | +0.84% | -9.16% | -1.55% |
 | Cornucopia | 214 | 4.32% | 68.4 | 51.87% | +5.23% | +1.83% | -7.43% | -0.41% |
 | Timeless Relic | 371 | 7.49% | 67.2 | 48.79% | +2.08% | +7.12% | -2.77% | -3.30% |
 | Dragon Scale | 195 | 3.94% | 66.9 | 51.28% | +4.59% | +0.64% | 0.00% | -0.21% |
 | Yasha and Kaya | 64 | 1.29% | 66.8 | 59.38% | +12.67% | +9.37% | -15.63% | 0.00% |
 | Trickster Cloak | 135 | 2.73% | 66.8 | 53.33% | +6.64% | +11.25% | -7.88% | -6.38% |
 | Enchanted Quiver | 367 | 7.41% | 66.3 | 48.23% | +1.47% | -0.30% | +5.37% | 1.89% |
 | Spirit Vessel | 136 | 2.75% | 66.3 | 52.94% | +6.24% | +2.94% | -20.59% | -3.77% |
 | Safety Bubble | 578 | 11.67% | 66.1 | 46.71% | -0.18% | +2.19% | +0.13% | -1.03% |
 | Yasha | 69 | 1.39% | 65.9 | 57.97% | +11.26% | +8.70% | -7.97% | -1.24% |
 | Ogre Seal Totem | 399 | 8.06% | 65.8 | 47.62% | +0.82% | -1.47% | -1.47% | 0.00% |
 | Rod of Atos | 418 | 8.44% | 65.7 | 47.37% | +0.55% | +0.25% | -1.14% | -0.15% |
 | Philosopher's Stone | 1012 | 20.44% | 65.4 | 44.96% | -2.40% | +1.01% | -0.19% | -0.40% |
 | Veil of Discord | 49 | 0.99% | 65.4 | 61.22% | +14.49% | -7.37% | +0.32% | 0.00% |
 | Faded Broach | 792 | 15.99% | 65.4 | 45.45% | -1.69% | +1.20% | -0.87% | -1.04% |
 | Eye of the Vizier | 366 | 7.39% | 65.3 | 47.54% | +0.72% | -0.83% | -1.24% | -0.14% |
 | Witch Blade | 274 | 5.53% | 65.1 | 48.54% | +1.77% | -3.61% | +13.78% | 1.56% |
 | Royal Jelly | 254 | 5.13% | 65.0 | 48.82% | +2.06% | -2.99% | +4.31% | 2.43% |
 | Quelling Blade | 536 | 10.82% | 64.9 | 46.08% | -0.89% | +2.29% | -3.43% | -5.72% |
 | Specialist's Array | 199 | 4.02% | 64.7 | 49.75% | +3.00% | -5.46% | +8.14% | 4.53% |
 | Grove Bow | 762 | 15.39% | 64.6 | 45.01% | -2.20% | -3.38% | +3.72% | 2.37% |
 | Fairy's Trinket | 1043 | 21.06% | 64.5 | 44.30% | -3.26% | +1.09% | -4.37% | -1.37% |
 | Bracer | 236 | 4.77% | 64.4 | 48.73% | +1.95% | +3.81% | +7.20% | 0.38% |
 | Pupil's Gift | 290 | 5.86% | 63.5 | 47.24% | +0.39% | +10.08% | -8.78% | -6.29% |
 | Ring of Health | 237 | 4.79% | 62.9 | 47.68% | +0.85% | -9.35% | +0.65% | 0.78% |
 | Whisper of the Dread | 379 | 7.65% | 62.2 | 45.38% | -1.61% | -1.52% | +7.56% | 3.03% |
 | Null Talisman | 629 | 12.70% | 62.2 | 43.88% | -3.43% | +1.75% | +2.37% | 0.17% |
 | Orb of Destruction | 21 | 0.42% | 62.0 | 71.43% | +24.66% | -14.29% | -4.76% | 0.00% |
 | Gossamer Cape | 268 | 5.41% | 61.6 | 46.27% | -0.63% | -4.84% | +2.01% | 2.28% |
 | Ceremonial Robe | 246 | 4.97% | 60.5 | 45.93% | -0.99% | -1.59% | -0.34% | 0.42% |
 | Dandelion Amulet | 280 | 5.65% | 60.5 | 45.36% | -1.60% | +1.63% | -0.36% | -0.66% |
 | Urn of Shadows | 184 | 3.72% | 60.5 | 47.28% | +0.43% | -3.80% | -5.98% | -0.31% |
 | Diadem | 221 | 4.46% | 60.2 | 46.15% | -0.75% | +0.28% | +2.06% | 0.19% |
 | Gleipnir | 136 | 2.75% | 59.8 | 48.53% | +1.71% | -10.29% | +4.41% | 1.18% |
 | Javelin | 383 | 7.73% | 59.6 | 43.60% | -3.54% | +1.19% | -1.93% | -0.22% |
 | Doubloon | 34 | 0.69% | 59.5 | 61.76% | +14.99% | -7.21% | -1.76% | 0.00% |
 | Vampire Fangs | 164 | 3.31% | 59.1 | 46.95% | +0.08% | -2.72% | +9.57% | 4.10% |
 | Morbid Mask | 92 | 1.86% | 57.9 | 50.00% | +3.19% | -2.17% | -6.52% | -0.20% |
 | Lance of Pursuit | 172 | 3.47% | 57.1 | 45.35% | -1.57% | -4.05% | -1.71% | 0.78% |
 | Pig Pole | 190 | 3.84% | 57.0 | 44.74% | -2.22% | -7.70% | +4.59% | 6.15% |
 | Aviana's Feather | 52 | 1.05% | 55.9 | 53.85% | +7.05% | -8.85% | -3.85% | 0.00% |
 | Crimson Guard | 6 | 0.12% | 55.3 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% |
 | Maelstrom | 225 | 4.54% | 55.1 | 42.67% | -4.40% | -5.83% | -0.56% | 0.51% |
 | Refresher Orb | 51 | 1.03% | 54.3 | 52.94% | +6.13% | +23.98% | -29.86% | 0.00% |
 | Ascetic's Cap | 51 | 1.03% | 54.3 | 52.94% | +6.13% | -5.88% | -14.48% | 0.00% |
 | Drum of Endurance | 51 | 1.03% | 54.3 | 52.94% | +6.13% | -6.79% | -22.17% | 0.00% |
 | Bottle | 367 | 7.41% | 54.1 | 40.05% | -7.37% | -4.57% | +0.17% | 3.87% |
 | Craggy Coat | 61 | 1.23% | 54.0 | 50.82% | +4.00% | -0.82% | -7.96% | 0.00% |
 | Kaya and Sange | 35 | 0.71% | 53.8 | 57.14% | +10.34% | +22.86% | -1.58% | 0.00% |
 | Paladin Sword | 57 | 1.15% | 53.1 | 50.88% | +4.06% | +6.26% | +1.75% | 0.00% |
 | Vambrace | 218 | 4.40% | 52.9 | 41.28% | -5.85% | -0.01% | -1.57% | -0.52% |
 | Tranquil Boots | 278 | 5.61% | 52.4 | 39.93% | -7.35% | +0.07% | +0.07% | 0.00% |
 | Boots of Bearing | 29 | 0.59% | 52.2 | 58.62% | +11.82% | +3.88% | -8.62% | 0.00% |
 | Sange | 44 | 0.89% | 51.2 | 52.27% | +5.45% | +2.28% | +2.28% | 0.00% |
 | Bloodstone | 12 | 0.24% | 51.1 | 75.00% | +28.20% | +25.00% | -41.67% | 0.00% |
 | Light Collector | 61 | 1.23% | 49.5 | 47.54% | +0.68% | +2.46% | +4.63% | 0.00% |
 | Defiant Shell | 41 | 0.83% | 48.7 | 51.22% | +4.39% | -9.11% | -1.22% | 0.00% |
 | Power Treads | 161 | 3.25% | 48.5 | 39.75% | -7.36% | +4.15% | -3.16% | -1.73% |
 | Blight Stone | 105 | 2.12% | 47.9 | 41.90% | -5.08% | -4.86% | +6.25% | 0.97% |
 | Ninja Gear | 58 | 1.17% | 47.5 | 46.55% | -0.32% | -0.72% | +12.27% | 0.00% |
 | Nemesis Curse | 32 | 0.65% | 47.0 | 53.13% | +6.30% | +21.87% | -8.69% | 0.00% |
 | Vanguard | 7 | 0.14% | 46.0 | 85.71% | +38.90% | +14.29% | -35.71% | 0.00% |
 | Octarine Core | 60 | 1.21% | 45.8 | 45.00% | -1.89% | -18.33% | -25.00% | 0.00% |
 | Elven Tunic | 63 | 1.27% | 45.7 | 44.44% | -2.46% | -9.44% | -5.55% | 0.00% |
 | Occult Bracelet | 138 | 2.79% | 45.4 | 38.41% | -8.70% | -3.79% | -5.98% | -0.73% |
 | Orchid Malevolence | 37 | 0.75% | 43.7 | 48.65% | +1.79% | -8.65% | +1.35% | 0.00% |
 | Stormcrafter | 44 | 0.89% | 42.3 | 45.45% | -1.43% | +4.55% | -12.12% | 0.00% |
 | Mjollnir | 22 | 0.44% | 41.7 | 54.55% | +7.71% | -21.22% | -4.55% | 0.00% |
 | Spark of Courage | 42 | 0.85% | 41.3 | 45.24% | -1.64% | +12.65% | +0.91% | 0.00% |
 | Skull Basher | 4 | 0.08% | 39.9 | 100.00% | +53.17% | 0.00% | 0.00% | 0.00% |
 | Orb of Venom | 76 | 1.53% | 39.5 | 38.16% | -8.85% | +0.30% | -17.11% | -11.42% |
 | Mind Breaker | 44 | 0.89% | 39.4 | 43.18% | -3.72% | +11.37% | -14.61% | 0.00% |
 | Boots of Travel 2 | 6 | 0.12% | 39.0 | 83.33% | +36.50% | +16.67% | +16.67% | 0.00% |
 | Monkey King Bar | 13 | 0.26% | 38.4 | 61.54% | +14.71% | -11.54% | -11.54% | 0.00% |
 | Cloak of Flames | 43 | 0.87% | 37.5 | 41.86% | -5.05% | -3.40% | +8.14% | 0.00% |
 | Diffusal Blade | 16 | 0.32% | 37.3 | 56.25% | +9.41% | +18.75% | -6.25% | 0.00% |
 | Vladmir's Offering | 14 | 0.28% | 35.5 | 57.14% | +10.30% | +17.86% | -7.14% | 0.00% |
 | Duelist Gloves | 39 | 0.79% | 35.1 | 41.03% | -5.89% | +0.64% | -10.26% | 0.00% |
 | Phase Boots | 15 | 0.30% | 33.1 | 53.33% | +6.48% | -28.33% | +21.67% | 0.00% |
 | Shiva's Guard | 18 | 0.36% | 33.0 | 50.00% | +3.14% | +10.00% | +10.00% | 0.00% |
 | Moon Shard | 7 | 0.14% | 33.0 | 71.43% | +24.59% | +28.57% | +28.57% | 0.00% |
 | Wraith Band | 38 | 0.77% | 33.0 | 39.47% | -7.46% | +20.53% | -29.47% | 0.00% |
 | Hand of Midas | 93 | 1.88% | 32.3 | 31.18% | -15.99% | +14.65% | -10.35% | -5.00% |
 | Linken's Sphere | 16 | 0.32% | 30.9 | 50.00% | +3.14% | 0.00% | +25.00% | 0.00% |
 | Assault Cuirass | 3 | 0.06% | 30.9 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% |
 | Black King Bar | 37 | 0.75% | 30.7 | 37.84% | -9.10% | +2.16% | +2.16% | 0.00% |
 | Martyr's Plate | 11 | 0.22% | 28.3 | 54.55% | +7.70% | -4.55% | -4.55% | 0.00% |
 | Seer Stone | 11 | 0.22% | 28.3 | 54.55% | +7.70% | +28.78% | -29.55% | 0.00% |
 | Shadow Blade | 11 | 0.22% | 28.3 | 54.55% | +7.70% | +12.12% | +45.45% | 0.00% |
 | Aghanim's Blessing | 19 | 0.38% | 26.0 | 42.11% | -4.78% | -22.11% | -2.11% | 0.00% |
 | Heaven's Halberd | 6 | 0.12% | 25.9 | 66.67% | +19.82% | -66.67% | +33.33% | 0.00% |
 | Vindicator's Axe | 23 | 0.46% | 25.8 | 39.13% | -7.78% | -14.13% | +3.73% | 0.00% |
 | Broom Handle | 16 | 0.32% | 25.0 | 43.75% | -3.13% | -43.75% | -18.75% | 0.00% |
 | Desolator | 4 | 0.08% | 22.9 | 75.00% | +28.15% | +25.00% | +25.00% | 0.00% |
 | Eternal Shroud | 10 | 0.20% | 15.7 | 40.00% | -6.88% | +26.67% | -6.67% | 0.00% |
 | Ancient Guardian | 6 | 0.12% | 15.4 | 50.00% | +3.13% | -16.67% | +16.67% | 0.00% |
 | Giant's Ring | 3 | 0.06% | 14.1 | 66.67% | +19.81% | -66.67% | +33.33% | 0.00% |
 | Falcon Blade | 3 | 0.06% | 14.1 | 66.67% | +19.81% | +33.33% | -66.67% | 0.00% |
 | Force Boots | 3 | 0.06% | 14.1 | 66.67% | +19.81% | -66.67% | +33.33% | 0.00% |
 | Mirror Shield | 7 | 0.14% | 13.3 | 42.86% | -4.02% | -17.86% | +23.81% | 0.00% |
 | Mage Slayer | 12 | 0.24% | 13.2 | 33.33% | -13.57% | 0.00% | 0.00% | 0.00% |
 | Rattlecage | 13 | 0.26% | 12.2 | 30.77% | -16.14% | +19.23% | -5.77% | 0.00% |
 | Bloodthorn | 8 | 0.16% | 11.7 | 37.50% | -9.39% | -37.50% | +12.50% | 0.00% |
 | Crystalys | 4 | 0.08% | 10.7 | 50.00% | +3.13% | -50.00% | +50.00% | 0.00% |
 | Book of the Dead | 9 | 0.18% | 10.5 | 33.33% | -13.56% | 0.00% | 0.00% | 0.00% |
 | Butterfly | 1 | 0.02% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Magic Lamp | 1 | 0.02% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Khanda | 1 | 0.02% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Satanic | 1 | 0.02% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Heart of Tarrasque | 1 | 0.02% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Phylactery | 1 | 0.02% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Eye of Skadi | 2 | 0.04% | 5.4 | 50.00% | +3.13% | +50.00% | -50.00% | 0.00% |
 | Armlet of Mordiggian | 2 | 0.04% | 5.4 | 50.00% | +3.13% | +50.00% | -50.00% | 0.00% |
 | Havoc Hammer | 2 | 0.04% | 5.4 | 50.00% | +3.13% | +50.00% | -50.00% | 0.00% |
 | Unwavering Condition | 2 | 0.04% | 5.4 | 50.00% | +3.13% | +50.00% | -50.00% | 0.00% |
 | Blade Mail | 3 | 0.06% | 3.8 | 33.33% | -13.55% | -33.33% | +66.67% | 0.00% |
 | Manta Style | 4 | 0.08% | 2.9 | 25.00% | -21.89% | -25.00% | +75.00% | 0.00% |
 | Book of Shadows | 4 | 0.08% | 2.9 | 25.00% | -21.89% | +75.00% | -25.00% | 0.00% |
 | Divine Rapier | 5 | 0.10% | 2.4 | 20.00% | -26.90% | -20.00% | +30.00% | 0.00% |
 | Revenant's Brooch | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Battle Fury | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Orb of Corrosion | 3 | 0.06% | 0.0 | 0.00% | -46.90% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 5) | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Stygian Desolator | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Pirate Hat | 4 | 0.08% | 0.0 | 0.00% | -46.91% | 0.00% | 0.00% | 0.00% |
 | Soul Ring | 2 | 0.04% | 0.0 | 0.00% | -46.89% | 0.00% | 0.00% | 0.00% |
 | Sange and Yasha | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Daedalus | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Apex | 1 | 0.02% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |