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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) | |
 | Eye of Skadi | 241 | 3.36% | 100.0 | 75.10% | +22.79% | +10.15% | -11.17% | -2.00% |
 | Linken's Sphere | 660 | 9.19% | 92.6 | 66.82% | +15.13% | +8.03% | -14.09% | -2.48% |
 | Hurricane Pike | 1331 | 18.54% | 91.9 | 64.91% | +14.53% | +7.25% | -3.95% | -1.15% |
 | Aghanim's Scepter | 927 | 12.91% | 91.4 | 65.26% | +13.99% | +2.67% | -4.05% | -0.54% |
 | Daedalus | 2486 | 34.62% | 91.0 | 63.52% | +15.97% | +12.76% | -10.47% | -2.88% |
 | Khanda | 332 | 4.62% | 90.4 | 67.47% | +15.09% | +6.02% | -2.41% | -0.92% |
 | Force Staff | 1311 | 18.26% | 90.1 | 63.77% | +13.08% | +8.57% | -4.32% | -1.32% |
 | Scythe of Vyse | 957 | 13.33% | 87.0 | 62.17% | +10.49% | +10.75% | -9.67% | -2.41% |
 | Bloodthorn | 1436 | 20.00% | 86.1 | 60.86% | +9.73% | +6.92% | -3.48% | -1.30% |
 | Nullifier | 538 | 7.49% | 85.9 | 62.83% | +10.54% | +10.50% | -10.98% | -2.42% |
 | Dragon Lance | 3688 | 51.36% | 85.8 | 59.54% | +13.29% | +12.18% | -6.68% | -3.17% |
 | Crystalys | 3838 | 53.45% | 85.1 | 59.04% | +12.81% | +12.77% | -8.99% | -2.70% |
 | Satanic | 104 | 1.45% | 84.9 | 70.19% | +17.36% | +10.58% | -12.50% | 0.00% |
 | Ring of Health | 708 | 9.86% | 84.3 | 61.02% | +8.81% | +0.22% | -8.48% | -0.78% |
 | Desolator | 4435 | 61.77% | 84.0 | 58.11% | +13.16% | +10.72% | -4.69% | -2.47% |
 | Black King Bar | 1785 | 24.86% | 82.8 | 58.26% | +6.90% | +7.51% | -7.04% | -1.84% |
 | Fluffy Hat | 2765 | 38.51% | 80.9 | 56.46% | +5.50% | +1.40% | +0.91% | -0.03% |
 | Rod of Atos | 1639 | 22.83% | 80.6 | 56.92% | +4.98% | +11.45% | -3.75% | -2.58% |
 | Gleipnir | 1623 | 22.60% | 80.4 | 56.75% | +4.74% | +11.97% | -2.56% | -2.32% |
 | Void Stone | 1291 | 17.98% | 80.3 | 57.09% | +4.89% | -3.08% | -6.32% | -0.25% |
 | Falcon Blade | 2098 | 29.22% | 79.6 | 55.91% | +4.00% | +0.99% | +0.17% | -0.30% |
 | Blight Stone | 5399 | 75.19% | 79.2 | 54.64% | +6.30% | -1.72% | -1.42% | 0.04% |
 | Boots of Travel | 242 | 3.37% | 79.1 | 61.16% | +8.36% | -16.90% | -8.70% | 0.28% |
 | Aghanim's Shard | 5919 | 82.44% | 78.9 | 54.40% | +7.53% | +6.66% | -6.15% | -2.23% |
 | Grove Bow | 2116 | 29.47% | 78.9 | 55.39% | +3.28% | +3.45% | +0.77% | -0.89% |
 | Null Talisman | 968 | 13.48% | 78.2 | 56.20% | +3.61% | -1.51% | +0.77% | 0.70% |
 | Phylactery | 496 | 6.91% | 78.2 | 57.86% | +5.14% | -5.06% | +5.04% | 0.78% |
 | Arcane Boots | 2761 | 38.45% | 77.8 | 54.33% | +2.03% | +3.78% | -3.25% | -3.30% |
 | Ring of Basilius | 2823 | 39.32% | 77.8 | 54.30% | +2.02% | +0.62% | -2.12% | -0.92% |
 | Magic Wand | 5191 | 72.30% | 77.8 | 53.71% | +2.28% | +1.53% | -0.94% | -0.64% |
 | Disperser | 24 | 0.33% | 77.7 | 83.33% | +30.35% | -16.66% | 0.00% | 0.00% |
 | Spark of Courage | 885 | 12.33% | 77.6 | 55.93% | +3.25% | +2.12% | -1.70% | -1.27% |
 | Javelin | 3344 | 46.57% | 77.5 | 53.95% | +1.63% | +0.76% | -0.79% | -0.12% |
 | Power Treads | 3635 | 50.63% | 77.5 | 53.84% | +1.54% | +6.18% | -6.30% | -4.21% |
 | Boots of Speed | 7103 | 98.93% | 77.4 | 53.20% | +11.64% | +0.46% | -0.95% | -0.50% |
 | Magic Stick | 5752 | 80.11% | 77.0 | 53.09% | +0.08% | +0.23% | -2.36% | -2.59% |
 | Wraith Band | 1772 | 24.68% | 76.7 | 54.12% | +1.38% | +3.41% | -2.66% | -3.31% |
 | Orchid Malevolence | 2612 | 36.38% | 76.4 | 53.45% | +0.58% | +6.10% | -2.84% | -1.35% |
 | Orb of Destruction | 1145 | 15.95% | 76.2 | 54.50% | +1.69% | +1.03% | -2.76% | -1.26% |
 | Helm of Iron Will | 738 | 10.28% | 76.0 | 55.28% | +2.45% | -6.09% | -4.47% | 0.13% |
 | Arcane Ring | 797 | 11.10% | 76.0 | 55.08% | +2.25% | -1.38% | -0.01% | 0.46% |
 | Duelist Gloves | 1523 | 21.21% | 75.8 | 53.71% | +0.80% | +0.50% | +0.33% | -0.06% |
 | Cornucopia | 2253 | 31.38% | 75.7 | 53.08% | +0.01% | +3.13% | -3.70% | -0.85% |
 | Quelling Blade | 1626 | 22.65% | 75.5 | 53.44% | +0.47% | +0.10% | -0.82% | -0.92% |
 | Aghanim's Blessing | 124 | 1.73% | 74.8 | 62.10% | +9.18% | +15.32% | -10.49% | -2.90% |
 | Diffusal Blade | 90 | 1.25% | 74.6 | 64.44% | +11.51% | +13.82% | +13.82% | 0.00% |
 | Morbid Mask | 255 | 3.55% | 73.7 | 57.25% | +4.33% | -11.94% | -1.00% | 0.58% |
 | Maelstrom | 1926 | 26.82% | 73.6 | 51.87% | -1.65% | +7.34% | 0.00% | -1.09% |
 | Enchanted Quiver | 1041 | 14.50% | 73.3 | 52.64% | -0.51% | +0.63% | +0.98% | 0.12% |
 | Broom Handle | 221 | 3.08% | 73.0 | 57.47% | +4.53% | -0.12% | -4.84% | -1.18% |
 | Lance of Pursuit | 1062 | 14.79% | 72.9 | 52.35% | -0.85% | +1.21% | -0.47% | -0.56% |
 | Bottle | 792 | 11.03% | 72.8 | 52.90% | -0.20% | -7.58% | +3.67% | 10.04% |
 | Monkey King Bar | 216 | 3.01% | 72.8 | 57.41% | +4.47% | 0.00% | -3.71% | -0.38% |
 | Vampire Fangs | 351 | 4.89% | 72.7 | 55.27% | +2.30% | -3.10% | +3.38% | 2.16% |
 | Specialist's Array | 1217 | 16.95% | 72.4 | 51.77% | -1.58% | +1.56% | -2.92% | -1.49% |
 | Wind Lace | 1044 | 14.54% | 72.2 | 51.92% | -1.36% | -0.96% | -1.35% | -0.03% |
 | Crown | 318 | 4.43% | 71.8 | 55.03% | +2.04% | +8.72% | +1.22% | -0.58% |
 | Pupil's Gift | 393 | 5.47% | 71.4 | 53.94% | +0.91% | +0.47% | +1.01% | 0.27% |
 | Diadem | 869 | 12.10% | 70.7 | 51.21% | -2.13% | -3.26% | +8.88% | 0.95% |
 | Ghost Scepter | 242 | 3.37% | 70.6 | 55.37% | +2.37% | +2.01% | -2.91% | -0.48% |
 | Paladin Sword | 640 | 8.91% | 70.3 | 51.72% | -1.49% | -4.03% | +3.23% | 2.42% |
 | Mind Breaker | 551 | 7.67% | 70.3 | 52.09% | -1.07% | +4.82% | -6.82% | -3.88% |
 | Safety Bubble | 340 | 4.74% | 69.6 | 53.24% | +0.17% | -2.08% | -5.20% | -1.04% |
 | Octarine Core | 18 | 0.25% | 69.4 | 83.33% | +30.33% | -3.33% | +16.67% | 0.00% |
 | Blink Dagger | 822 | 11.45% | 69.4 | 50.49% | -2.92% | -2.18% | -2.43% | -0.03% |
 | Royal Jelly | 458 | 6.38% | 69.3 | 51.97% | -1.18% | -7.53% | +4.93% | 4.15% |
 | Elven Tunic | 415 | 5.78% | 69.3 | 52.29% | -0.84% | -1.01% | -1.53% | -0.17% |
 | Pig Pole | 525 | 7.31% | 68.3 | 50.86% | -2.39% | -6.93% | +2.80% | 3.24% |
 | Nemesis Curse | 834 | 11.62% | 67.6 | 49.16% | -4.43% | -3.41% | -1.56% | 0.62% |
 | Ninja Gear | 203 | 2.83% | 66.9 | 53.69% | +0.63% | +3.17% | -0.56% | -1.49% |
 | Buckler | 17 | 0.24% | 66.4 | 82.35% | +29.34% | +17.65% | -2.35% | 0.00% |
 | Ring of Protection | 603 | 8.40% | 66.3 | 49.09% | -4.35% | +5.21% | -4.06% | -0.61% |
 | Occult Bracelet | 362 | 5.04% | 66.1 | 50.55% | -2.66% | -2.09% | -2.59% | -0.17% |
 | Fairy's Trinket | 118 | 1.64% | 65.4 | 55.93% | +2.90% | +1.52% | +8.93% | 2.47% |
 | Chainmail | 803 | 11.18% | 65.3 | 47.70% | -6.06% | +0.56% | +4.28% | 0.52% |
 | Ring of Tarrasque | 133 | 1.85% | 65.1 | 54.89% | +1.85% | +15.70% | -1.95% | -1.18% |
 | Bullwhip | 166 | 2.31% | 64.4 | 53.01% | -0.07% | -10.64% | -0.63% | 5.01% |
 | Faded Broach | 212 | 2.95% | 63.3 | 50.94% | -2.20% | +11.18% | -8.27% | -6.48% |
 | Kaya | 11 | 0.15% | 63.2 | 90.91% | +37.89% | +9.09% | +9.09% | 0.00% |
 | Ancient Guardian | 377 | 5.25% | 63.0 | 48.28% | -5.06% | -2.45% | +5.26% | 2.57% |
 | Vindicator's Axe | 324 | 4.51% | 62.9 | 48.77% | -4.51% | -0.90% | -6.20% | -1.77% |
 | Seeds of Serenity | 216 | 3.01% | 62.1 | 50.00% | -3.17% | +3.00% | -3.75% | -3.38% |
 | Vambrace | 390 | 5.43% | 58.3 | 44.87% | -8.68% | +0.29% | +3.38% | 1.03% |
 | Divine Rapier | 151 | 2.10% | 57.9 | 49.01% | -4.16% | -5.42% | +3.62% | 0.73% |
 | Ascetic's Cap | 87 | 1.21% | 57.8 | 52.87% | -0.21% | +7.74% | -2.87% | 0.00% |
 | Meteor Hammer | 7 | 0.10% | 57.1 | 100.00% | +46.97% | 0.00% | 0.00% | 0.00% |
 | Defiant Shell | 108 | 1.50% | 56.1 | 50.00% | -3.13% | -5.17% | -1.85% | 1.02% |
 | Butterfly | 28 | 0.39% | 55.0 | 64.29% | +11.26% | +21.42% | +7.14% | 0.00% |
 | Refresher Orb | 33 | 0.46% | 53.5 | 60.61% | +7.57% | -16.17% | -5.05% | 0.00% |
 | Light Collector | 77 | 1.07% | 53.3 | 50.65% | -2.45% | -0.65% | -2.82% | 0.00% |
 | Dragon Scale | 178 | 2.48% | 52.8 | 44.38% | -8.92% | -0.31% | -2.71% | -0.80% |
 | Ogre Seal Totem | 133 | 1.85% | 52.4 | 45.86% | -7.35% | -1.42% | +12.84% | 4.75% |
 | Bracer | 52 | 0.72% | 52.3 | 53.85% | +0.78% | +15.38% | 0.00% | 0.00% |
 | Eternal Shroud | 13 | 0.18% | 51.6 | 76.92% | +23.89% | -1.92% | +23.08% | 0.00% |
 | Aeon Disk | 19 | 0.26% | 51.5 | 68.42% | +15.38% | +31.58% | +11.58% | 0.00% |
 | Boots of Travel 2 | 17 | 0.24% | 51.5 | 70.59% | +17.55% | +29.41% | -10.59% | 0.00% |
 | Sange and Yasha | 6 | 0.08% | 50.6 | 100.00% | +46.96% | 0.00% | 0.00% | 0.00% |
 | Telescope | 66 | 0.92% | 50.5 | 50.00% | -3.11% | +2.00% | -4.55% | 0.00% |
 | Eul's Scepter of Divinity | 31 | 0.43% | 49.2 | 58.06% | +5.00% | +4.44% | +4.44% | 0.00% |
 | Aviana's Feather | 106 | 1.48% | 48.3 | 44.34% | -8.87% | -6.84% | -4.34% | 0.83% |
 | Orb of Venom | 101 | 1.41% | 48.1 | 44.55% | -8.65% | +2.33% | -9.93% | 0.00% |
 | Yasha | 42 | 0.58% | 47.2 | 52.38% | -0.70% | +2.17% | +2.17% | 0.00% |
 | Skull Basher | 26 | 0.36% | 45.4 | 57.69% | +4.63% | -0.55% | +13.74% | 0.00% |
 | Swift Blink | 5 | 0.07% | 44.1 | 100.00% | +46.95% | 0.00% | 0.00% | 0.00% |
 | Martyr's Plate | 5 | 0.07% | 44.1 | 100.00% | +46.95% | 0.00% | 0.00% | 0.00% |
 | Wind Waker | 15 | 0.21% | 43.9 | 66.67% | +13.62% | +8.33% | +8.33% | 0.00% |
 | Giant's Ring | 11 | 0.15% | 42.5 | 72.73% | +19.68% | -6.06% | +7.27% | 0.00% |
 | Assault Cuirass | 11 | 0.15% | 42.5 | 72.73% | +19.68% | +27.27% | -6.06% | 0.00% |
 | Gossamer Cape | 81 | 1.13% | 42.4 | 41.98% | -11.22% | +10.80% | -4.48% | 0.00% |
 | Trusty Shovel | 105 | 1.46% | 42.4 | 40.00% | -13.27% | +2.86% | -0.61% | 0.00% |
 | Dandelion Amulet | 51 | 0.71% | 40.9 | 45.10% | -8.04% | +11.15% | -16.53% | 0.00% |
 | Moon Shard | 14 | 0.19% | 39.7 | 64.29% | +11.23% | +10.71% | +10.71% | 0.00% |
 | Timeless Relic | 10 | 0.14% | 37.5 | 70.00% | +16.95% | -3.33% | +5.00% | 0.00% |
 | Pirate Hat | 10 | 0.14% | 37.5 | 70.00% | +16.95% | -20.00% | +13.33% | 0.00% |
 | Shadow Blade | 4 | 0.06% | 36.9 | 100.00% | +46.95% | 0.00% | 0.00% | 0.00% |
 | Vladmir's Offering | 4 | 0.06% | 36.9 | 100.00% | +46.95% | 0.00% | 0.00% | 0.00% |
 | Silver Edge | 4 | 0.06% | 36.9 | 100.00% | +46.95% | 0.00% | 0.00% | 0.00% |
 | Guardian Greaves | 4 | 0.06% | 36.9 | 100.00% | +46.95% | 0.00% | 0.00% | 0.00% |
 | Trickster Cloak | 26 | 0.36% | 36.7 | 50.00% | -3.09% | +3.85% | -10.00% | 0.00% |
 | Stygian Desolator | 27 | 0.38% | 31.3 | 44.44% | -8.67% | -4.44% | +5.56% | 0.00% |
 | Manta Style | 24 | 0.33% | 31.0 | 45.83% | -7.27% | +37.50% | +4.17% | 0.00% |
 | Rattlecage | 12 | 0.17% | 30.9 | 58.33% | +5.26% | +8.34% | -25.00% | 0.00% |
 | Soul Ring | 28 | 0.39% | 30.2 | 42.86% | -10.26% | +14.28% | 0.00% | 0.00% |
 | Whisper of the Dread | 10 | 0.14% | 28.7 | 60.00% | +6.93% | -10.00% | +40.00% | 0.00% |
 | Headdress | 3 | 0.04% | 28.1 | 100.00% | +46.94% | 0.00% | 0.00% | 0.00% |
 | Yasha and Kaya | 3 | 0.04% | 28.1 | 100.00% | +46.94% | 0.00% | 0.00% | 0.00% |
 | Force Boots | 8 | 0.11% | 26.3 | 62.50% | +9.43% | +12.50% | -12.50% | 0.00% |
 | Urn of Shadows | 11 | 0.15% | 26.0 | 54.55% | +1.47% | +12.12% | -21.22% | 0.00% |
 | Stormcrafter | 25 | 0.35% | 25.8 | 40.00% | -13.12% | -12.73% | +4.44% | 0.00% |
 | Psychic Headband | 16 | 0.22% | 23.0 | 43.75% | -9.35% | +31.25% | -10.42% | 0.00% |
 | Mirror Shield | 13 | 0.18% | 22.0 | 46.15% | -6.94% | -8.65% | +13.85% | 0.00% |
 | Hand of Midas | 40 | 0.56% | 21.2 | 30.00% | -23.21% | +20.00% | -20.00% | 0.00% |
 | Sange | 4 | 0.06% | 21.1 | 75.00% | +21.93% | +25.00% | -75.00% | 0.00% |
 | Revenant's Brooch | 4 | 0.06% | 21.1 | 75.00% | +21.93% | +25.00% | +25.00% | 0.00% |
 | Havoc Hammer | 14 | 0.19% | 20.4 | 42.86% | -10.24% | -17.86% | +7.14% | 0.00% |
 | Book of Shadows | 2 | 0.03% | 19.3 | 100.00% | +46.94% | 0.00% | 0.00% | 0.00% |
 | Eye of the Vizier | 2 | 0.03% | 19.3 | 100.00% | +46.94% | 0.00% | 0.00% | 0.00% |
 | Abyssal Blade | 2 | 0.03% | 19.3 | 100.00% | +46.94% | 0.00% | 0.00% | 0.00% |
 | Mekansm | 2 | 0.03% | 19.3 | 100.00% | +46.94% | 0.00% | 0.00% | 0.00% |
 | Craggy Coat | 8 | 0.11% | 17.8 | 50.00% | -3.08% | +25.00% | -50.00% | 0.00% |
 | Blade Mail | 5 | 0.07% | 16.8 | 60.00% | +6.93% | +40.00% | -10.00% | 0.00% |
 | Ceremonial Robe | 5 | 0.07% | 16.8 | 60.00% | +6.93% | -60.00% | +40.00% | 0.00% |
 | Cloak of Flames | 5 | 0.07% | 16.8 | 60.00% | +6.93% | +40.00% | -26.67% | 0.00% |
 | Spirit Vessel | 5 | 0.07% | 16.8 | 60.00% | +6.93% | +40.00% | -60.00% | 0.00% |
 | Mjollnir | 5 | 0.07% | 16.8 | 60.00% | +6.93% | +40.00% | -60.00% | 0.00% |
 | Orb of Corrosion | 10 | 0.14% | 14.4 | 40.00% | -13.10% | +26.67% | -40.00% | 0.00% |
 | Mage Slayer | 6 | 0.08% | 14.0 | 50.00% | -3.08% | 0.00% | 0.00% | 0.00% |
 | Doubloon | 6 | 0.08% | 14.0 | 50.00% | -3.08% | +16.67% | -16.67% | 0.00% |
 | Lotus Orb | 3 | 0.04% | 12.8 | 66.67% | +13.60% | -66.67% | +33.33% | 0.00% |
 | Tranquil Boots | 7 | 0.10% | 12.2 | 42.86% | -10.23% | +7.14% | +57.14% | 0.00% |
 | Pipe of Insight | 1 | 0.01% | 9.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Armlet of Mordiggian | 1 | 0.01% | 9.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Helm of the Dominator | 1 | 0.01% | 9.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Vanguard | 1 | 0.01% | 9.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mask of Madness | 1 | 0.01% | 9.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Apex | 6 | 0.08% | 6.7 | 33.33% | -19.76% | +16.67% | -33.33% | 0.00% |
 | Drum of Endurance | 2 | 0.03% | 5.0 | 50.00% | -3.08% | +50.00% | -50.00% | 0.00% |
 | Magic Lamp | 2 | 0.03% | 5.0 | 50.00% | -3.08% | +50.00% | -50.00% | 0.00% |
 | Philosopher's Stone | 11 | 0.15% | 3.9 | 18.18% | -34.95% | +1.82% | +15.15% | 0.00% |
 | Pavise | 6 | 0.08% | 1.9 | 16.67% | -36.44% | -16.67% | +33.33% | 0.00% |
 | Solar Crest | 6 | 0.08% | 1.9 | 16.67% | -36.44% | -16.67% | +33.33% | 0.00% |
 | Phase Boots | 4 | 0.06% | 0.0 | 0.00% | -53.11% | 0.00% | 0.00% | 0.00% |
 | Heaven's Halberd | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Boots of Bearing | 1 | 0.01% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |