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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 | 35 | 3.23% | 100.0 | 80.00% | +34.63% | -2.22% | -13.33% | -1.27% |
 | Guardian Greaves | 388 | 35.86% | 92.4 | 60.05% | +21.15% | +4.90% | -3.35% | -1.03% |
 | Boots of Bearing | 144 | 13.31% | 92.4 | 63.89% | +20.07% | +5.55% | -2.78% | -0.85% |
 | Aghanim's Scepter | 46 | 4.25% | 91.1 | 71.74% | +26.37% | -13.41% | +3.26% | 1.20% |
 | Pipe of Insight | 274 | 25.32% | 88.6 | 58.76% | +16.43% | -0.79% | -5.14% | -0.59% |
 | Drum of Endurance | 335 | 30.96% | 87.8 | 57.61% | +16.11% | +0.72% | +1.91% | 0.13% |
 | Lotus Orb | 46 | 4.25% | 87.5 | 69.57% | +24.11% | -11.24% | +5.43% | 2.04% |
 | Ring of Health | 84 | 7.76% | 83.7 | 61.90% | +16.71% | -19.04% | +19.05% | 4.34% |
 | Vladmir's Offering | 623 | 57.58% | 82.7 | 52.81% | +14.90% | +2.32% | +4.24% | 0.22% |
 | Aghanim's Shard | 605 | 55.91% | 82.2 | 52.56% | +13.78% | +1.39% | +4.30% | 0.41% |
 | Arcane Boots | 612 | 56.56% | 82.1 | 52.45% | +13.73% | -1.47% | -2.45% | -0.11% |
 | Ogre Seal Totem | 99 | 9.15% | 81.8 | 59.60% | +14.43% | -10.82% | +2.56% | 4.46% |
 | Buckler | 845 | 78.10% | 80.5 | 50.77% | +19.55% | -3.60% | +0.65% | 0.37% |
 | Tranquil Boots | 171 | 15.80% | 79.3 | 54.97% | +10.07% | +0.84% | +3.17% | 0.23% |
 | Mekansm | 772 | 71.35% | 78.1 | 49.48% | +10.45% | +4.92% | -1.29% | -1.01% |
 | Morbid Mask | 411 | 37.99% | 77.9 | 50.85% | +7.03% | -2.31% | +2.55% | 0.51% |
 | Ring of Basilius | 975 | 90.11% | 77.7 | 48.72% | +22.55% | -0.96% | +0.87% | 0.25% |
 | Void Stone | 189 | 17.47% | 77.6 | 53.44% | +8.42% | +2.81% | +2.81% | 0.00% |
 | Ring of Tarrasque | 187 | 17.28% | 77.6 | 53.48% | +8.45% | -0.29% | -6.67% | -0.77% |
 | Boots of Speed | 983 | 90.85% | 77.4 | 48.52% | +22.26% | +1.28% | +1.48% | 0.02% |
 | Headdress | 872 | 80.59% | 76.8 | 48.39% | +9.82% | -0.22% | +3.44% | 0.34% |
 | Chainmail | 767 | 70.89% | 76.8 | 48.63% | +7.36% | +4.74% | -0.71% | -0.78% |
 | Solar Crest | 148 | 13.68% | 76.7 | 54.05% | +8.76% | 0.00% | +2.71% | 0.35% |
 | Magic Wand | 707 | 65.34% | 76.1 | 48.37% | +5.44% | -2.61% | +6.69% | 1.33% |
 | Ring of Protection | 684 | 63.22% | 75.5 | 48.10% | +4.38% | -1.32% | +1.02% | 0.19% |
 | Magic Stick | 828 | 76.52% | 74.8 | 47.22% | +3.13% | -2.78% | +3.26% | 1.62% |
 | Wind Lace | 496 | 45.84% | 74.1 | 47.98% | +2.76% | -1.21% | -3.63% | -0.19% |
 | Holy Locket | 75 | 6.93% | 72.9 | 56.00% | +10.22% | -8.63% | +7.16% | 1.15% |
 | Seeds of Serenity | 179 | 16.54% | 72.2 | 50.28% | +4.54% | +1.72% | -0.28% | -0.67% |
 | Martyr's Plate | 16 | 1.48% | 71.6 | 75.00% | +28.94% | +25.00% | +25.00% | 0.00% |
 | Pavise | 159 | 14.70% | 71.4 | 50.31% | +4.48% | -0.31% | -0.31% | 0.00% |
 | Javelin | 66 | 6.10% | 71.4 | 56.06% | +10.19% | +2.76% | +2.76% | 0.00% |
 | Fluffy Hat | 282 | 26.06% | 71.3 | 47.87% | +1.87% | +5.65% | -4.81% | -0.93% |
 | Diadem | 143 | 13.22% | 70.6 | 50.35% | +4.45% | -0.35% | +2.43% | 0.18% |
 | Faded Broach | 87 | 8.04% | 69.7 | 52.87% | +6.94% | +9.20% | +5.75% | -1.15% |
 | Orb of Destruction | 32 | 2.96% | 69.5 | 62.50% | +16.50% | -25.00% | +4.17% | 0.00% |
 | Arcane Ring | 209 | 19.32% | 69.4 | 47.85% | +1.69% | +4.78% | -7.00% | -5.89% |
 | Gossamer Cape | 97 | 8.96% | 68.8 | 51.55% | +5.56% | -11.07% | +11.61% | 11.34% |
 | Force Staff | 87 | 8.04% | 68.0 | 51.72% | +5.69% | +11.92% | +2.83% | -1.04% |
 | Null Talisman | 81 | 7.49% | 67.4 | 51.85% | +5.80% | +10.05% | -4.23% | -3.95% |
 | Quelling Blade | 197 | 18.21% | 67.2 | 46.70% | +0.26% | +1.25% | -3.56% | -4.81% |
 | Vanguard | 17 | 1.57% | 66.7 | 70.59% | +24.49% | -10.59% | +29.41% | 0.00% |
 | Craggy Coat | 53 | 4.90% | 66.3 | 54.72% | +8.66% | +9.28% | +4.10% | -2.59% |
 | Trusty Shovel | 113 | 10.44% | 65.9 | 48.67% | +2.44% | +0.27% | -3.22% | -1.75% |
 | Pupil's Gift | 83 | 7.67% | 65.7 | 50.60% | +4.45% | -5.44% | +6.54% | 3.99% |
 | Ghost Scepter | 83 | 7.67% | 65.7 | 50.60% | +4.45% | +20.83% | -2.98% | -2.23% |
 | Specialist's Array | 102 | 9.43% | 65.4 | 49.02% | +2.80% | -1.29% | +7.65% | 2.98% |
 | Vambrace | 56 | 5.18% | 65.3 | 53.57% | +7.47% | +0.98% | +1.99% | 0.34% |
 | Paladin Sword | 61 | 5.64% | 64.8 | 52.46% | +6.33% | -2.46% | +5.43% | 1.97% |
 | Safety Bubble | 109 | 10.07% | 64.0 | 47.71% | +1.36% | +1.18% | -1.37% | -1.28% |
 | Scythe of Vyse | 26 | 2.40% | 63.8 | 61.54% | +15.42% | +9.89% | -18.68% | 0.00% |
 | Wraith Band | 37 | 3.42% | 63.6 | 56.76% | +10.64% | +13.24% | +3.24% | -0.60% |
 | Bottle | 74 | 6.84% | 63.4 | 50.00% | +3.77% | -5.00% | -2.63% | 2.37% |
 | Ascetic's Cap | 22 | 2.03% | 63.1 | 63.64% | +17.51% | -20.78% | +7.79% | 0.00% |
 | Bracer | 113 | 10.44% | 63.1 | 46.90% | +0.46% | +4.82% | +15.17% | 2.80% |
 | Crown | 170 | 15.71% | 63.1 | 44.71% | -2.11% | +1.80% | +3.02% | 0.12% |
 | Sange | 20 | 1.85% | 62.9 | 65.00% | +18.86% | -5.00% | -5.00% | 0.00% |
 | Dandelion Amulet | 33 | 3.05% | 62.7 | 57.58% | +11.44% | -13.14% | -2.02% | 0.00% |
 | Crimson Guard | 16 | 1.48% | 62.5 | 68.75% | +22.60% | +6.25% | +31.25% | 0.00% |
 | Blink Dagger | 168 | 15.53% | 62.0 | 44.05% | -2.89% | -3.57% | +13.09% | 2.48% |
 | Philosopher's Stone | 214 | 19.78% | 60.5 | 42.06% | -5.52% | -2.28% | +2.56% | 1.61% |
 | Occult Bracelet | 51 | 4.71% | 60.1 | 50.98% | +4.71% | -8.87% | +6.16% | 7.52% |
 | Helm of Iron Will | 75 | 6.93% | 58.5 | 46.67% | +0.20% | +0.70% | +11.22% | 0.51% |
 | Grove Bow | 59 | 5.45% | 56.8 | 47.46% | +1.03% | +8.54% | -9.96% | -6.17% |
 | Cornucopia | 62 | 5.73% | 56.4 | 46.77% | +0.30% | -5.59% | +15.73% | 1.32% |
 | Defiant Shell | 37 | 3.42% | 55.7 | 51.35% | +5.03% | +1.98% | -5.90% | -2.63% |
 | Dragon Scale | 74 | 6.84% | 55.3 | 44.59% | -2.04% | -17.32% | +0.86% | 6.06% |
 | Vampire Fangs | 18 | 1.66% | 54.9 | 61.11% | +14.87% | -11.11% | -1.11% | 0.00% |
 | Heaven's Halberd | 18 | 1.66% | 54.9 | 61.11% | +14.87% | -1.11% | +18.89% | 0.00% |
 | Telescope | 33 | 3.05% | 54.0 | 51.52% | +5.19% | -1.52% | -1.52% | 0.00% |
 | Bullwhip | 87 | 8.04% | 53.9 | 42.53% | -4.30% | +3.18% | +2.30% | -0.29% |
 | Royal Jelly | 68 | 6.28% | 53.6 | 44.12% | -2.53% | -18.19% | +14.97% | 11.05% |
 | Pig Pole | 80 | 7.39% | 53.0 | 42.50% | -4.31% | +2.33% | -7.72% | -3.35% |
 | Rattlecage | 8 | 0.74% | 49.9 | 75.00% | +28.72% | -15.00% | +25.00% | 0.00% |
 | Linken's Sphere | 6 | 0.55% | 49.5 | 83.33% | +37.05% | +16.67% | +16.67% | 0.00% |
 | Vindicator's Axe | 20 | 1.85% | 49.1 | 55.00% | +8.67% | +5.00% | -38.33% | 0.00% |
 | Glimmer Cape | 48 | 4.44% | 48.7 | 43.75% | -2.87% | -2.08% | -27.08% | -2.27% |
 | Spark of Courage | 29 | 2.68% | 47.2 | 48.28% | +1.84% | +1.72% | -18.28% | 0.00% |
 | Eul's Scepter of Divinity | 32 | 2.96% | 47.0 | 46.88% | +0.40% | -9.38% | -9.38% | 0.00% |
 | Trickster Cloak | 35 | 3.23% | 46.8 | 45.71% | -0.80% | +1.35% | +14.29% | 4.31% |
 | Blight Stone | 92 | 8.50% | 46.1 | 36.96% | -10.41% | +6.94% | -10.87% | -4.36% |
 | Boots of Travel | 34 | 3.14% | 44.2 | 44.12% | -2.44% | +0.32% | +0.32% | 0.00% |
 | Elven Tunic | 28 | 2.59% | 44.2 | 46.43% | -0.06% | -3.57% | -17.86% | 0.00% |
 | Mind Breaker | 9 | 0.83% | 43.9 | 66.67% | +20.35% | 0.00% | -6.67% | 0.00% |
 | Rod of Atos | 12 | 1.11% | 41.8 | 58.33% | +11.97% | +8.34% | +8.34% | 0.00% |
 | Hand of Midas | 12 | 1.11% | 41.8 | 58.33% | +11.97% | +8.34% | +8.34% | 0.00% |
 | Fairy's Trinket | 36 | 3.33% | 41.8 | 41.67% | -4.98% | +8.33% | +8.33% | 0.00% |
 | Ceremonial Robe | 38 | 3.51% | 39.6 | 39.47% | -7.27% | -4.18% | +6.68% | 5.43% |
 | Power Treads | 10 | 0.92% | 39.3 | 60.00% | +13.64% | -26.67% | +40.00% | 0.00% |
 | Cloak of Flames | 16 | 1.48% | 38.4 | 50.00% | +3.56% | +10.00% | -25.00% | 0.00% |
 | Psychic Headband | 33 | 3.05% | 37.5 | 39.39% | -7.32% | -0.93% | +10.61% | 0.00% |
 | Dragon Lance | 8 | 0.74% | 36.5 | 62.50% | +16.13% | +37.50% | +37.50% | 0.00% |
 | Orchid Malevolence | 14 | 1.29% | 35.7 | 50.00% | +3.56% | -25.00% | +25.00% | 0.00% |
 | Gleipnir | 6 | 0.55% | 33.2 | 66.67% | +20.29% | +33.33% | +33.33% | 0.00% |
 | Maelstrom | 7 | 0.65% | 28.5 | 57.14% | +10.72% | -7.14% | +42.86% | 0.00% |
 | Duelist Gloves | 26 | 2.40% | 28.4 | 34.62% | -12.16% | +20.94% | -24.62% | 0.00% |
 | Black King Bar | 2 | 0.18% | 27.3 | 100.00% | +53.61% | 0.00% | 0.00% | 0.00% |
 | Whisper of the Dread | 2 | 0.18% | 27.3 | 100.00% | +53.61% | 0.00% | 0.00% | 0.00% |
 | Wind Waker | 2 | 0.18% | 27.3 | 100.00% | +53.61% | 0.00% | 0.00% | 0.00% |
 | Eye of the Vizier | 12 | 1.11% | 24.5 | 41.67% | -4.87% | -8.34% | -41.67% | 0.00% |
 | Hurricane Pike | 5 | 0.46% | 23.8 | 60.00% | +13.57% | -10.00% | +40.00% | 0.00% |
 | Aviana's Feather | 13 | 1.20% | 22.7 | 38.46% | -8.13% | -18.46% | +21.54% | 0.00% |
 | Light Collector | 14 | 1.29% | 21.1 | 35.71% | -10.92% | +7.15% | +14.29% | 0.00% |
 | Ninja Gear | 10 | 0.92% | 20.2 | 40.00% | -6.55% | +20.00% | -6.67% | 0.00% |
 | Broom Handle | 6 | 0.55% | 20.0 | 50.00% | +3.53% | -16.67% | +50.00% | 0.00% |
 | Enchanted Quiver | 15 | 1.39% | 19.8 | 33.33% | -13.34% | +9.53% | -8.33% | 0.00% |
 | Skull Basher | 3 | 0.28% | 18.5 | 66.67% | +20.24% | +33.33% | +33.33% | 0.00% |
 | Lance of Pursuit | 33 | 3.05% | 15.9 | 21.21% | -26.07% | -2.46% | +8.79% | 0.00% |
 | Stormcrafter | 8 | 0.74% | 15.4 | 37.50% | -9.05% | +12.50% | -4.17% | 0.00% |
 | Spirit Vessel | 4 | 0.37% | 14.1 | 50.00% | +3.53% | -50.00% | +50.00% | 0.00% |
 | Veil of Discord | 1 | 0.09% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Phase Boots | 1 | 0.09% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Magic Lamp | 1 | 0.09% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Dagon (level 3) | 1 | 0.09% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Timeless Relic | 1 | 0.09% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Orb of Venom | 19 | 1.76% | 11.3 | 21.05% | -25.89% | -9.94% | -1.05% | 0.00% |
 | Nemesis Curse | 6 | 0.55% | 9.8 | 33.33% | -13.23% | +16.67% | -8.33% | 0.00% |
 | Moon Shard | 2 | 0.18% | 7.1 | 50.00% | +3.52% | -50.00% | +50.00% | 0.00% |
 | Nullifier | 2 | 0.18% | 7.1 | 50.00% | +3.52% | -50.00% | +50.00% | 0.00% |
 | Book of Shadows | 2 | 0.18% | 7.1 | 50.00% | +3.52% | -50.00% | +50.00% | 0.00% |
 | Eternal Shroud | 2 | 0.18% | 7.1 | 50.00% | +3.52% | -50.00% | +50.00% | 0.00% |
 | Divine Rapier | 2 | 0.18% | 7.1 | 50.00% | +3.52% | -50.00% | +50.00% | 0.00% |
 | Mask of Madness | 2 | 0.18% | 7.1 | 50.00% | +3.52% | +50.00% | -50.00% | 0.00% |
 | Blade Mail | 2 | 0.18% | 7.1 | 50.00% | +3.52% | -50.00% | +50.00% | 0.00% |
 | Urn of Shadows | 9 | 0.83% | 6.9 | 22.22% | -24.47% | -22.22% | +11.11% | 0.00% |
 | Aeon Disk | 3 | 0.28% | 5.1 | 33.33% | -13.19% | +66.67% | -33.33% | 0.00% |
 | Crystalys | 3 | 0.28% | 5.1 | 33.33% | -13.19% | -33.33% | +66.67% | 0.00% |
 | Manta Style | 3 | 0.28% | 5.1 | 33.33% | -13.19% | -33.33% | +66.67% | 0.00% |
 | Havoc Hammer | 3 | 0.28% | 5.1 | 33.33% | -13.19% | -33.33% | -33.33% | 0.00% |
 | Ancient Guardian | 3 | 0.28% | 5.1 | 33.33% | -13.19% | +16.67% | -33.33% | 0.00% |
 | Bloodthorn | 3 | 0.28% | 5.1 | 33.33% | -13.19% | -33.33% | +66.67% | 0.00% |
 | Helm of the Dominator | 6 | 0.55% | 2.8 | 16.67% | -29.98% | -16.67% | +33.33% | 0.00% |
 | Silver Edge | 1 | 0.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Desolator | 1 | 0.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mjollnir | 1 | 0.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Doubloon | 2 | 0.18% | 0.0 | 0.00% | -46.57% | 0.00% | 0.00% | 0.00% |
 | Refresher Orb | 1 | 0.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Khanda | 1 | 0.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Phylactery | 2 | 0.18% | 0.0 | 0.00% | -46.57% | 0.00% | 0.00% | 0.00% |
 | Yasha | 2 | 0.18% | 0.0 | 0.00% | -46.57% | 0.00% | 0.00% | 0.00% |
 | Shadow Blade | 2 | 0.18% | 0.0 | 0.00% | -46.57% | 0.00% | 0.00% | 0.00% |
 | Book of the Dead | 1 | 0.09% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Helm of the Overlord | 3 | 0.28% | 0.0 | 0.00% | -46.62% | 0.00% | 0.00% | 0.00% |