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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) | |
 | Bloodthorn | 1367 | 7.30% | 100.0 | 68.11% | +18.35% | +3.82% | -1.15% | -0.42% |
 | Meteor Hammer | 25 | 0.13% | 99.4 | 96.00% | +44.96% | +4.00% | -12.67% | 0.00% |
 | Eye of Skadi | 220 | 1.18% | 98.9 | 73.18% | +22.34% | +10.46% | +6.82% | -0.37% |
 | Hurricane Pike | 1274 | 6.81% | 98.8 | 67.43% | +17.52% | +3.73% | -3.59% | -0.73% |
 | Aghanim's Scepter | 1339 | 7.15% | 97.9 | 66.77% | +16.87% | +1.29% | -1.99% | -0.24% |
 | Mage Slayer | 1372 | 7.33% | 97.6 | 66.55% | +16.67% | +4.59% | -1.24% | -0.50% |
 | Daedalus | 2355 | 12.58% | 96.7 | 65.18% | +16.10% | +8.50% | -5.08% | -1.34% |
 | Scythe of Vyse | 3530 | 18.86% | 95.7 | 64.05% | +15.96% | +8.32% | -7.02% | -1.67% |
 | Force Staff | 1424 | 7.61% | 94.2 | 64.26% | +14.24% | +3.16% | -3.87% | -0.74% |
 | Boots of Travel | 1230 | 6.57% | 92.4 | 63.33% | +13.09% | -13.65% | +0.51% | 0.64% |
 | Linken's Sphere | 970 | 5.18% | 92.3 | 63.81% | +13.40% | +8.21% | -10.09% | -1.78% |
 | Nullifier | 4386 | 23.44% | 92.0 | 61.40% | +13.45% | +8.97% | -7.02% | -2.21% |
 | Refresher Orb | 104 | 0.56% | 89.3 | 72.12% | +21.13% | +4.80% | +8.65% | 0.00% |
 | Desolator | 9874 | 52.76% | 88.1 | 58.31% | +15.26% | +4.83% | -2.27% | -0.87% |
 | Crystalys | 4261 | 22.77% | 87.7 | 58.62% | +9.73% | +5.70% | -4.63% | -0.98% |
 | Void Stone | 5015 | 26.80% | 87.6 | 58.42% | +10.00% | -1.16% | -3.64% | -0.18% |
 | Drum of Endurance | 26 | 0.14% | 87.4 | 88.46% | +37.41% | +11.54% | +11.54% | 0.00% |
 | Black King Bar | 1953 | 10.44% | 87.3 | 59.24% | +9.08% | +1.42% | +1.83% | 0.04% |
 | Dragon Lance | 3234 | 17.28% | 86.2 | 57.88% | +8.19% | +6.27% | -5.65% | -1.28% |
 | Helm of Iron Will | 4415 | 23.59% | 85.9 | 57.44% | +8.29% | +2.16% | -5.36% | -0.80% |
 | Orchid Malevolence | 9595 | 51.27% | 83.3 | 55.17% | +8.35% | +9.32% | -9.94% | -3.59% |
 | Cornucopia | 9889 | 52.84% | 83.1 | 54.99% | +8.24% | +6.38% | -6.81% | -1.82% |
 | Bullwhip | 308 | 1.65% | 81.4 | 60.39% | +9.44% | -8.44% | -1.95% | 2.16% |
 | Aghanim's Shard | 8323 | 44.47% | 81.3 | 53.92% | +5.07% | -1.88% | -1.64% | 0.02% |
 | Ring of Aquila | 1660 | 8.87% | 81.0 | 55.36% | +4.67% | -4.03% | -0.18% | 1.93% |
 | Power Treads | 9540 | 50.98% | 80.5 | 53.31% | +4.50% | +0.48% | +0.27% | -0.03% |
 | Aghanim's Blessing | 104 | 0.56% | 80.2 | 66.35% | +15.33% | +14.42% | +2.88% | 0.00% |
 | Magic Wand | 10915 | 58.32% | 80.1 | 52.99% | +4.53% | +2.74% | -1.62% | -0.54% |
 | Fluffy Hat | 3418 | 18.26% | 79.5 | 53.45% | +2.87% | -0.35% | +5.80% | 0.30% |
 | Phylactery | 1424 | 7.61% | 79.5 | 54.63% | +3.82% | +0.99% | -5.47% | -0.96% |
 | Occult Bracelet | 1529 | 8.17% | 79.1 | 54.28% | +3.46% | -0.88% | -0.09% | 0.20% |
 | Solar Crest | 15726 | 84.03% | 79.0 | 52.06% | +5.99% | +7.45% | -7.80% | -4.49% |
 | Arcane Boots | 279 | 1.49% | 78.8 | 59.14% | +8.16% | -6.28% | +5.15% | 1.39% |
 | Wind Lace | 15130 | 80.84% | 78.8 | 51.94% | +4.38% | +2.70% | -4.58% | -1.80% |
 | Crown | 14990 | 80.10% | 78.6 | 51.81% | +3.54% | +5.66% | -6.23% | -3.16% |
 | Chainmail | 13662 | 73.00% | 78.4 | 51.76% | +2.42% | +2.28% | -3.71% | -1.83% |
 | Boots of Speed | 17548 | 93.76% | 78.2 | 51.50% | +6.43% | -0.35% | -0.69% | -0.06% |
 | Monkey King Bar | 771 | 4.12% | 78.2 | 55.12% | +4.19% | +4.98% | -3.31% | -0.72% |
 | Medallion of Courage | 16855 | 90.06% | 78.0 | 51.36% | +2.60% | +3.41% | -4.18% | -2.83% |
 | Blight Stone | 18336 | 97.97% | 77.9 | 51.27% | +8.26% | -1.29% | +0.93% | 0.38% |
 | Magic Stick | 13715 | 73.28% | 77.9 | 51.40% | +1.10% | -0.77% | -0.51% | 0.08% |
 | Arcane Ring | 2199 | 11.75% | 77.8 | 52.84% | +1.97% | -1.75% | +2.80% | 1.52% |
 | Bottle | 3124 | 16.69% | 77.8 | 52.40% | +1.56% | +4.19% | -0.29% | -4.14% |
 | Duelist Gloves | 4376 | 23.38% | 77.5 | 51.92% | +1.07% | +2.19% | +0.55% | -0.55% |
 | Orb of Destruction | 4497 | 24.03% | 77.5 | 51.88% | +1.02% | +0.43% | +0.88% | 0.15% |
 | Wraith Band | 1742 | 9.31% | 77.3 | 52.87% | +1.95% | +4.24% | 0.00% | -1.23% |
 | Mind Breaker | 1718 | 9.18% | 77.2 | 52.85% | +1.92% | +2.50% | -2.73% | -1.74% |
 | Diadem | 1762 | 9.41% | 77.0 | 52.67% | +1.73% | -1.88% | -1.99% | -0.01% |
 | Divine Rapier | 196 | 1.05% | 76.8 | 59.69% | +8.68% | +5.62% | +13.78% | 0.68% |
 | Falcon Blade | 1143 | 6.11% | 76.6 | 53.19% | +2.22% | +4.85% | -2.84% | -2.52% |
 | Enchanted Quiver | 3316 | 17.72% | 76.0 | 51.21% | +0.13% | -1.75% | +0.18% | 0.64% |
 | Spell Prism | 669 | 3.57% | 75.6 | 53.81% | +2.81% | +0.08% | -5.91% | -2.00% |
 | Spark of Courage | 3576 | 19.11% | 75.5 | 50.78% | -0.40% | -1.79% | -0.44% | 0.45% |
 | Specialist's Array | 3004 | 16.05% | 75.5 | 50.93% | -0.21% | -1.13% | +1.40% | 1.27% |
 | Grove Bow | 4464 | 23.85% | 75.3 | 50.45% | -0.86% | +0.27% | -0.72% | -0.33% |
 | Boots of Travel 2 | 26 | 0.14% | 75.1 | 80.77% | +29.71% | +19.23% | +2.56% | 0.00% |
 | Lance of Pursuit | 3419 | 18.27% | 74.9 | 50.45% | -0.80% | +4.05% | +0.31% | -1.25% |
 | Elven Tunic | 1569 | 8.38% | 74.6 | 51.24% | +0.15% | +1.06% | -4.05% | -2.56% |
 | Vindicator's Axe | 1359 | 7.26% | 74.1 | 51.21% | +0.12% | -1.21% | +1.73% | 1.47% |
 | Orb of Corrosion | 109 | 0.58% | 73.3 | 61.47% | +10.43% | -9.62% | +1.49% | 0.00% |
 | Ninja Gear | 767 | 4.10% | 73.3 | 51.89% | +0.82% | +2.28% | -0.85% | -1.57% |
 | Quelling Blade | 4339 | 23.18% | 72.1 | 48.35% | -3.58% | -1.16% | -0.24% | 0.92% |
 | Gleipnir | 220 | 1.18% | 72.1 | 55.91% | +4.86% | +2.27% | -1.36% | -0.33% |
 | Morbid Mask | 466 | 2.49% | 71.7 | 52.36% | +1.29% | -0.22% | +2.81% | 0.15% |
 | Titan Sliver | 1041 | 5.56% | 71.6 | 50.05% | -1.12% | +2.26% | -6.59% | -2.95% |
 | Penta-Edged Sword | 633 | 3.38% | 70.9 | 50.87% | -0.24% | -1.50% | +0.40% | 0.63% |
 | Ascetic's Cap | 154 | 0.82% | 70.7 | 57.14% | +6.09% | +14.65% | +3.39% | 0.00% |
 | Paladin Sword | 760 | 4.06% | 70.6 | 50.13% | -1.01% | +4.08% | +0.40% | -1.23% |
 | Pig Pole | 1199 | 6.41% | 70.3 | 48.96% | -2.29% | +1.71% | +1.71% | 0.00% |
 | Defiant Shell | 454 | 2.43% | 70.3 | 51.54% | +0.45% | -0.66% | +3.33% | 1.33% |
 | Rod of Atos | 253 | 1.35% | 69.3 | 53.36% | +2.29% | +3.78% | -4.15% | -0.66% |
 | Orb of Venom | 389 | 2.08% | 69.3 | 51.41% | +0.31% | +0.14% | +9.41% | 1.52% |
 | Vambrace | 805 | 4.30% | 69.2 | 49.07% | -2.12% | -1.81% | -1.81% | 0.00% |
 | Boots of Bearing | 10 | 0.05% | 68.7 | 100.00% | +48.92% | 0.00% | 0.00% | 0.00% |
 | Faded Broach | 738 | 3.94% | 68.6 | 48.92% | -2.27% | +2.43% | +2.17% | -0.09% |
 | Ring of Protection | 1565 | 8.36% | 68.5 | 47.28% | -4.17% | -0.73% | -0.22% | 0.03% |
 | Ghost Scepter | 734 | 3.92% | 68.2 | 48.64% | -2.56% | +4.08% | +4.91% | 0.09% |
 | Dragon Scale | 366 | 1.96% | 68.0 | 50.82% | -0.29% | +3.53% | -5.77% | -3.10% |
 | Pupil's Gift | 652 | 3.48% | 67.9 | 48.77% | -2.42% | -2.14% | -2.14% | 0.00% |
 | Javelin | 1778 | 9.50% | 67.9 | 46.63% | -4.94% | -1.01% | -0.01% | 0.06% |
 | Butterfly | 43 | 0.23% | 67.4 | 67.44% | +16.37% | +5.29% | -21.99% | 0.00% |
 | Quickening Charm | 355 | 1.90% | 67.2 | 50.42% | -0.70% | +0.14% | +6.88% | 2.25% |
 | Tranquil Boots | 92 | 0.49% | 67.1 | 58.70% | +7.63% | -2.18% | +10.87% | 0.00% |
 | Blink Dagger | 1805 | 9.64% | 66.9 | 45.98% | -5.67% | -1.63% | -0.75% | 0.08% |
 | Diffusal Blade | 267 | 1.43% | 66.7 | 51.31% | +0.21% | +5.41% | +0.93% | -0.43% |
 | Moon Shard | 57 | 0.30% | 66.4 | 63.16% | +12.09% | +15.41% | -6.02% | 0.00% |
 | Broom Handle | 476 | 2.54% | 66.3 | 48.74% | -2.43% | -0.84% | +4.20% | 1.68% |
 | Buckler | 95 | 0.51% | 66.3 | 57.89% | +6.82% | +17.11% | -7.89% | 0.00% |
 | Trusty Shovel | 373 | 1.99% | 66.3 | 49.60% | -1.53% | +0.94% | -2.29% | -1.08% |
 | Aeon Disk | 38 | 0.20% | 66.2 | 68.42% | +17.35% | -8.42% | +9.36% | 0.00% |
 | Ring of Health | 803 | 4.29% | 64.8 | 46.20% | -5.12% | -1.92% | -4.41% | -0.11% |
 | Dandelion Amulet | 177 | 0.95% | 64.3 | 51.98% | +0.88% | -4.25% | +16.20% | 10.23% |
 | Assault Cuirass | 75 | 0.40% | 64.2 | 58.67% | +7.60% | +15.01% | -6.04% | 0.00% |
 | Ring of Basilius | 107 | 0.57% | 63.8 | 55.14% | +4.06% | +4.12% | -3.29% | 0.00% |
 | Ogre Seal Totem | 314 | 1.68% | 63.4 | 48.41% | -2.74% | -5.37% | +11.85% | 5.74% |
 | Trickster Cloak | 80 | 0.43% | 61.7 | 56.25% | +5.17% | +3.75% | -16.25% | 0.00% |
 | Octarine Core | 29 | 0.15% | 60.9 | 68.97% | +17.89% | +16.74% | -26.11% | 0.00% |
 | Eul's Scepter of Divinity | 35 | 0.19% | 60.8 | 65.71% | +14.63% | +0.96% | +0.96% | 0.00% |
 | Havoc Hammer | 26 | 0.14% | 58.8 | 69.23% | +18.15% | +2.20% | -19.23% | 0.00% |
 | Telescope | 155 | 0.83% | 58.8 | 49.03% | -2.09% | -2.88% | -5.44% | 0.00% |
 | Fairy's Trinket | 149 | 0.80% | 58.4 | 48.99% | -2.13% | -3.04% | -8.45% | 0.00% |
 | Silver Edge | 49 | 0.26% | 58.2 | 59.18% | +8.10% | +15.82% | -25.85% | 0.00% |
 | Maelstrom | 604 | 3.23% | 58.0 | 42.38% | -9.01% | +7.29% | -0.66% | -0.58% |
 | Shadow Blade | 47 | 0.25% | 58.0 | 59.57% | +8.49% | +7.10% | -17.90% | 0.00% |
 | Yasha | 81 | 0.43% | 57.3 | 53.09% | +2.00% | -8.09% | -3.09% | 0.00% |
 | Seeds of Serenity | 152 | 0.81% | 56.2 | 47.37% | -3.76% | +7.89% | +2.63% | 0.00% |
 | Stormcrafter | 105 | 0.56% | 55.5 | 49.52% | -1.59% | +0.48% | -18.75% | 0.00% |
 | Manta Style | 56 | 0.30% | 55.1 | 55.36% | +4.27% | -19.65% | +1.78% | 0.00% |
 | Mjollnir | 54 | 0.29% | 54.8 | 55.56% | +4.47% | +8.73% | +29.06% | 0.00% |
 | Stygian Desolator | 54 | 0.29% | 54.8 | 55.56% | +4.47% | -12.70% | -1.71% | 0.00% |
 | Disperser | 68 | 0.36% | 54.7 | 52.94% | +1.84% | +11.77% | -11.76% | 0.00% |
 | Soul Ring | 129 | 0.69% | 54.5 | 47.29% | -3.84% | +8.96% | +2.71% | 0.00% |
 | Satanic | 30 | 0.16% | 54.3 | 63.33% | +12.25% | -0.83% | -6.19% | 0.00% |
 | Gossamer Cape | 139 | 0.74% | 52.5 | 45.32% | -5.83% | +3.25% | -2.46% | 0.00% |
 | Witch Blade | 29 | 0.15% | 51.8 | 62.07% | +10.98% | -4.93% | -19.21% | 0.00% |
 | Pirate Hat | 23 | 0.12% | 50.7 | 65.22% | +14.13% | -15.22% | +1.45% | 0.00% |
 | Force Boots | 13 | 0.07% | 49.8 | 76.92% | +25.83% | +23.08% | +23.08% | 0.00% |
 | Timeless Relic | 35 | 0.19% | 49.5 | 57.14% | +6.05% | -12.70% | +9.53% | 0.00% |
 | Tumbler's Toy | 168 | 0.90% | 48.2 | 41.07% | -10.12% | +8.93% | +1.79% | 0.00% |
 | Bracer | 82 | 0.44% | 46.5 | 45.12% | -6.01% | +7.26% | -10.12% | 0.00% |
 | Wind Waker | 12 | 0.06% | 45.2 | 75.00% | +23.91% | +25.00% | -41.67% | 0.00% |
 | Urn of Shadows | 55 | 0.29% | 44.1 | 47.27% | -3.84% | -4.41% | -11.56% | 0.00% |
 | Spirit Vessel | 47 | 0.25% | 44.0 | 48.94% | -2.17% | +17.73% | -23.94% | 0.00% |
 | Hand of Midas | 529 | 2.83% | 42.1 | 31.95% | -19.71% | +7.44% | -8.47% | -2.29% |
 | Skull Basher | 9 | 0.05% | 40.3 | 77.78% | +26.69% | +22.22% | -27.78% | 0.00% |
 | Headdress | 9 | 0.05% | 40.3 | 77.78% | +26.69% | +22.22% | -27.78% | 0.00% |
 | Ceremonial Robe | 26 | 0.14% | 39.9 | 53.85% | +2.75% | +3.29% | -20.52% | 0.00% |
 | Mirror Shield | 28 | 0.15% | 36.9 | 50.00% | -1.11% | +7.14% | -7.14% | 0.00% |
 | Sange and Yasha | 10 | 0.05% | 35.6 | 70.00% | +18.91% | +30.00% | -20.00% | 0.00% |
 | Revenant's Brooch | 10 | 0.05% | 35.6 | 70.00% | +18.91% | -36.67% | -20.00% | 0.00% |
 | Book of the Dead | 10 | 0.05% | 35.6 | 70.00% | +18.91% | -3.33% | +30.00% | 0.00% |
 | Sange | 15 | 0.08% | 35.5 | 60.00% | +8.90% | +15.00% | -10.00% | 0.00% |
 | Heaven's Halberd | 8 | 0.04% | 34.4 | 75.00% | +23.91% | -25.00% | +25.00% | 0.00% |
 | Martyr's Plate | 13 | 0.07% | 34.0 | 61.54% | +10.44% | +5.13% | -28.21% | 0.00% |
 | Swift Blink | 13 | 0.07% | 34.0 | 61.54% | +10.44% | +5.13% | -28.21% | 0.00% |
 | Null Talisman | 13 | 0.07% | 34.0 | 61.54% | +10.44% | -28.21% | -28.21% | 0.00% |
 | Philosopher's Stone | 67 | 0.36% | 32.3 | 35.82% | -15.34% | -6.41% | -6.41% | 0.00% |
 | Vampire Fangs | 51 | 0.27% | 30.9 | 37.25% | -13.89% | -6.48% | +16.60% | 0.00% |
 | Giant's Ring | 9 | 0.05% | 30.6 | 66.67% | +15.57% | -16.67% | +33.33% | 0.00% |
 | Apex | 12 | 0.06% | 29.3 | 58.33% | +7.23% | -25.00% | +41.67% | 0.00% |
 | Guardian Greaves | 3 | 0.02% | 27.1 | 100.00% | +48.90% | 0.00% | 0.00% | 0.00% |
 | Mekansm | 3 | 0.02% | 27.1 | 100.00% | +48.90% | 0.00% | 0.00% | 0.00% |
 | Lotus Orb | 14 | 0.07% | 25.0 | 50.00% | -1.10% | +25.00% | +16.67% | 0.00% |
 | Psychic Headband | 15 | 0.08% | 23.4 | 46.67% | -4.44% | +28.33% | -46.67% | 0.00% |
 | Ex Machina | 15 | 0.08% | 23.4 | 46.67% | -4.44% | +3.33% | +3.33% | 0.00% |
 | Vladmir's Offering | 7 | 0.04% | 19.2 | 57.14% | +6.04% | +42.86% | -7.14% | 0.00% |
 | Mask of Madness | 6 | 0.03% | 13.1 | 50.00% | -1.10% | 0.00% | +50.00% | 0.00% |
 | Phase Boots | 6 | 0.03% | 13.1 | 50.00% | -1.10% | -50.00% | -50.00% | 0.00% |
 | Blade Mail | 13 | 0.07% | 10.5 | 30.77% | -20.35% | +2.56% | +2.56% | 0.00% |
 | Bloodstone | 1 | 0.01% | 9.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Kaya | 1 | 0.01% | 9.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Kaya and Sange | 1 | 0.01% | 9.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Echo Sabre | 4 | 0.02% | 9.1 | 50.00% | -1.10% | -50.00% | +50.00% | 0.00% |
 | Pipe of Insight | 4 | 0.02% | 9.1 | 50.00% | -1.10% | -50.00% | +50.00% | 0.00% |
 | Armlet of Mordiggian | 4 | 0.02% | 9.1 | 50.00% | -1.10% | -50.00% | -50.00% | 0.00% |
 | Fallen Sky | 5 | 0.03% | 7.5 | 40.00% | -11.11% | -40.00% | +60.00% | 0.00% |
 | Helm of the Dominator | 2 | 0.01% | 4.6 | 50.00% | -1.10% | -50.00% | 0.00% | 0.00% |
 | Battle Fury | 2 | 0.01% | 4.6 | 50.00% | -1.10% | -50.00% | 0.00% | 0.00% |
 | Arcane Blink | 2 | 0.01% | 4.6 | 50.00% | -1.10% | +50.00% | 0.00% | 0.00% |
 | Cloak of Flames | 11 | 0.06% | 3.6 | 18.18% | -32.94% | -18.18% | +15.15% | 0.00% |
 | Radiance | 3 | 0.02% | 3.3 | 33.33% | -17.78% | -33.33% | 0.00% | 0.00% |
 | Eye of the Vizier | 4 | 0.02% | 2.4 | 25.00% | -26.11% | -25.00% | +75.00% | 0.00% |
 | Book of Shadows | 5 | 0.03% | 2.0 | 20.00% | -31.11% | -20.00% | -20.00% | 0.00% |
 | Heart of Tarrasque | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Pavise | 2 | 0.01% | 0.0 | 0.00% | -51.11% | 0.00% | 0.00% | 0.00% |