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Dota Valkyries
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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) | |
 | Sange and Yasha | 50 | 10.78% | 100.0 | 78.00% | +31.62% | -8.77% | +6.62% | 3.72% |
 | Sange | 49 | 10.56% | 99.0 | 77.55% | +31.04% | -0.63% | +7.07% | 1.93% |
 | Butterfly | 43 | 9.27% | 92.0 | 74.42% | +27.15% | +7.40% | -10.78% | -2.71% |
 | Desolator | 8 | 1.72% | 86.9 | 100.00% | +51.10% | 0.00% | 0.00% | 0.00% |
 | Hurricane Pike | 161 | 34.70% | 85.9 | 61.49% | +17.93% | -7.83% | -7.83% | 0.00% |
 | Aghanim's Blessing | 11 | 2.37% | 84.9 | 90.91% | +42.12% | +9.09% | -24.24% | 0.00% |
 | Force Staff | 153 | 32.97% | 82.5 | 59.48% | +14.46% | -5.63% | -8.20% | -0.35% |
 | Daedalus | 81 | 17.46% | 82.4 | 62.96% | +15.96% | +17.99% | -20.10% | -5.76% |
 | Specialist's Array | 70 | 15.09% | 80.7 | 62.86% | +15.40% | +0.18% | -0.36% | -0.54% |
 | Mask of Madness | 138 | 29.74% | 79.5 | 57.97% | +11.65% | +14.25% | -17.97% | -14.90% |
 | Dragon Lance | 249 | 53.66% | 79.4 | 55.42% | +12.16% | +1.72% | -13.00% | -4.35% |
 | Yasha | 352 | 75.86% | 78.1 | 53.41% | +15.02% | -2.27% | -9.59% | -1.69% |
 | Refresher Orb | 47 | 10.13% | 77.1 | 63.83% | +15.63% | +27.84% | -13.83% | -12.02% |
 | Diadem | 112 | 24.14% | 76.6 | 57.14% | +9.70% | +10.72% | -23.81% | -7.15% |
 | Aghanim's Scepter | 129 | 27.80% | 75.8 | 55.81% | +8.35% | +22.98% | -14.63% | -6.00% |
 | Power Treads | 428 | 92.24% | 75.6 | 51.17% | +17.84% | +14.57% | -9.11% | -14.57% |
 | Manta Style | 97 | 20.91% | 74.7 | 56.70% | +8.74% | +27.30% | -18.24% | -13.80% |
 | Morbid Mask | 157 | 33.84% | 74.7 | 54.14% | +6.58% | +15.67% | -1.64% | -6.37% |
 | Aghanim's Shard | 101 | 21.77% | 74.7 | 56.44% | +8.51% | +5.10% | +5.10% | 0.00% |
 | Magic Wand | 403 | 86.85% | 74.2 | 50.37% | +4.47% | +7.06% | +3.10% | -0.90% |
 | Crystalys | 124 | 26.72% | 74.0 | 54.84% | +6.90% | +6.45% | -9.68% | -2.11% |
 | Boots of Speed | 462 | 99.57% | 73.9 | 49.78% | -0.22% | -0.21% | -1.92% | -0.62% |
 | Pupil's Gift | 47 | 10.13% | 73.9 | 61.70% | +13.26% | -2.32% | +4.97% | 7.29% |
 | Magic Stick | 370 | 79.74% | 72.1 | 49.19% | -2.94% | -2.95% | +2.42% | 1.26% |
 | Black King Bar | 234 | 50.43% | 71.7 | 50.43% | +1.30% | +10.59% | -4.67% | -3.09% |
 | Paladin Sword | 41 | 8.84% | 70.8 | 60.98% | +12.28% | -0.98% | +0.92% | 1.90% |
 | Spark of Courage | 28 | 6.03% | 69.2 | 64.29% | +15.44% | +7.14% | -7.15% | -14.29% |
 | Ring of Protection | 120 | 25.86% | 69.1 | 51.67% | +2.54% | +1.66% | -8.34% | -1.01% |
 | Void Stone | 86 | 18.53% | 68.9 | 53.49% | +4.55% | +1.06% | -3.49% | -0.38% |
 | Falcon Blade | 65 | 14.01% | 68.7 | 55.38% | +6.51% | -2.44% | -2.44% | 0.00% |
 | Wind Lace | 250 | 53.88% | 67.8 | 47.60% | -4.74% | -1.57% | -3.16% | -0.21% |
 | Cornucopia | 45 | 9.70% | 67.5 | 57.78% | +8.85% | +0.55% | -7.78% | -0.43% |
 | Fluffy Hat | 163 | 35.13% | 67.5 | 49.08% | -1.09% | -0.30% | -0.30% | 0.00% |
 | Blink Dagger | 247 | 53.23% | 67.4 | 47.37% | -5.16% | +10.69% | -13.50% | -4.07% |
 | Bottle | 249 | 53.66% | 66.9 | 46.99% | -6.03% | +0.63% | -9.49% | -7.69% |
 | Yasha and Kaya | 189 | 40.73% | 65.5 | 47.09% | -4.55% | +9.16% | -9.59% | -3.95% |
 | Kaya | 197 | 42.46% | 65.2 | 46.70% | -5.36% | -0.70% | -6.70% | -1.43% |
 | Chainmail | 116 | 25.00% | 65.1 | 49.14% | -0.86% | +6.03% | -7.76% | -1.37% |
 | Grove Bow | 108 | 23.28% | 64.4 | 49.07% | -0.93% | -1.63% | +4.26% | 5.89% |
 | Arcane Ring | 54 | 11.64% | 64.0 | 53.70% | +4.43% | -1.98% | +2.30% | 4.28% |
 | Linken's Sphere | 14 | 3.02% | 63.5 | 71.43% | +22.32% | +3.57% | +28.57% | 0.00% |
 | Duelist Gloves | 68 | 14.66% | 63.5 | 51.47% | +1.98% | -12.00% | +15.20% | 27.20% |
 | Quelling Blade | 67 | 14.44% | 62.3 | 50.75% | +1.13% | +1.25% | +8.07% | 1.15% |
 | Javelin | 63 | 13.58% | 61.7 | 50.79% | +1.16% | -25.79% | -13.29% | 0.87% |
 | Monkey King Bar | 27 | 5.82% | 61.4 | 59.26% | +10.06% | +40.74% | -30.69% | -6.47% |
 | Lance of Pursuit | 27 | 5.82% | 61.4 | 59.26% | +10.06% | +0.74% | -0.93% | -1.67% |
 | Scythe of Vyse | 23 | 4.96% | 60.5 | 60.87% | +11.66% | +5.80% | +22.46% | 0.00% |
 | Crown | 77 | 16.59% | 59.9 | 48.05% | -2.08% | +21.95% | -3.05% | -2.48% |
 | Null Talisman | 100 | 21.55% | 59.3 | 46.00% | -4.82% | +22.00% | -10.00% | -14.66% |
 | Boots of Travel | 28 | 6.03% | 59.1 | 57.14% | +7.83% | -14.28% | +14.29% | 2.14% |
 | Ghost Scepter | 13 | 2.80% | 58.6 | 69.23% | +20.01% | +5.77% | +5.77% | 0.00% |
 | Silver Edge | 33 | 7.11% | 58.2 | 54.55% | +5.13% | +12.12% | -21.22% | -6.17% |
 | Wraith Band | 48 | 10.34% | 57.3 | 50.00% | +0.24% | +8.33% | 0.00% | -2.24% |
 | Shadow Blade | 63 | 13.58% | 57.1 | 47.62% | -2.50% | -3.87% | -10.12% | -0.86% |
 | Satanic | 29 | 6.25% | 57.0 | 55.17% | +5.74% | +19.83% | -17.67% | -6.20% |
 | Occult Bracelet | 27 | 5.82% | 56.2 | 55.56% | +6.13% | +2.77% | +15.87% | 8.73% |
 | Eul's Scepter of Divinity | 27 | 5.82% | 56.2 | 55.56% | +6.13% | -12.70% | +15.87% | 5.82% |
 | Ring of Tarrasque | 59 | 12.72% | 56.2 | 47.46% | -2.66% | -0.79% | +19.21% | 1.28% |
 | Ironwood Tree | 38 | 8.19% | 54.1 | 50.00% | +0.23% | +11.11% | -10.00% | -21.11% |
 | Bullwhip | 14 | 3.02% | 54.1 | 64.29% | +14.96% | -7.15% | +7.14% | 0.00% |
 | Swift Blink | 10 | 2.16% | 52.4 | 70.00% | +20.66% | -3.33% | -3.33% | 0.00% |
 | Helm of Iron Will | 53 | 11.42% | 51.9 | 45.28% | -5.08% | -2.42% | +4.72% | 0.54% |
 | Seeds of Serenity | 27 | 5.82% | 51.3 | 51.85% | +2.19% | +8.15% | -4.79% | -12.94% |
 | Bracer | 22 | 4.74% | 51.2 | 54.55% | +5.00% | +28.78% | -21.22% | 0.00% |
 | Pig Pole | 33 | 7.11% | 50.0 | 48.48% | -1.40% | -12.77% | +15.16% | 13.97% |
 | Ring of Health | 36 | 7.76% | 49.5 | 47.22% | -2.78% | -13.89% | +8.34% | 1.97% |
 | Royal Jelly | 42 | 9.05% | 49.0 | 45.24% | -5.00% | -3.57% | +4.76% | 8.33% |
 | Elven Tunic | 34 | 7.33% | 48.5 | 47.06% | -2.94% | -1.61% | +2.94% | 4.55% |
 | Whisper of the Dread | 51 | 10.99% | 48.5 | 43.14% | -7.47% | +3.29% | -4.01% | -7.30% |
 | Ninja Gear | 16 | 3.45% | 47.0 | 56.25% | +6.70% | +10.42% | -22.92% | 0.00% |
 | Timeless Relic | 9 | 1.94% | 45.6 | 66.67% | +17.22% | -9.53% | +4.76% | 0.00% |
 | Enchanted Quiver | 52 | 11.21% | 44.9 | 40.38% | -10.59% | +9.62% | -11.21% | -20.83% |
 | Orb of Destruction | 23 | 4.96% | 43.4 | 47.83% | -2.06% | +2.17% | -4.97% | 0.00% |
 | Trusty Shovel | 32 | 6.90% | 43.3 | 43.75% | -6.48% | +1.25% | +6.25% | 2.50% |
 | Blight Stone | 12 | 2.59% | 43.2 | 58.33% | +8.77% | +8.34% | -25.00% | 0.00% |
 | Buckler | 3 | 0.65% | 42.8 | 100.00% | +50.54% | 0.00% | 0.00% | 0.00% |
 | Wind Waker | 3 | 0.65% | 42.8 | 100.00% | +50.54% | 0.00% | 0.00% | 0.00% |
 | Meteor Hammer | 3 | 0.65% | 42.8 | 100.00% | +50.54% | 0.00% | 0.00% | 0.00% |
 | Boots of Travel 2 | 3 | 0.65% | 42.8 | 100.00% | +50.54% | 0.00% | 0.00% | 0.00% |
 | Faded Broach | 45 | 9.70% | 42.8 | 40.00% | -10.84% | +6.43% | -10.59% | -17.02% |
 | Vampire Fangs | 34 | 7.33% | 40.8 | 41.18% | -9.29% | -1.18% | -1.18% | 0.00% |
 | Vindicator's Axe | 16 | 3.45% | 39.6 | 50.00% | +0.22% | +20.00% | -33.33% | 0.00% |
 | Safety Bubble | 26 | 5.60% | 38.5 | 42.31% | -7.92% | +7.69% | -17.31% | 0.00% |
 | Light Collector | 8 | 1.72% | 38.2 | 62.50% | +12.94% | -2.50% | +4.17% | 0.00% |
 | Ceremonial Robe | 24 | 5.17% | 36.5 | 41.67% | -8.56% | +8.33% | -8.34% | 0.00% |
 | Gossamer Cape | 18 | 3.88% | 35.2 | 44.44% | -5.56% | -11.11% | +11.12% | 0.00% |
 | Orb of Venom | 6 | 1.29% | 35.0 | 66.67% | +17.11% | -16.67% | +33.33% | 0.00% |
 | Ring of Basilius | 19 | 4.09% | 33.4 | 42.11% | -8.00% | -22.11% | +17.89% | 0.00% |
 | Diffusal Blade | 4 | 0.86% | 31.6 | 75.00% | +25.43% | +25.00% | -75.00% | 0.00% |
 | Aviana's Feather | 4 | 0.86% | 31.6 | 75.00% | +25.43% | -8.33% | +25.00% | 0.00% |
 | Dragon Scale | 7 | 1.51% | 30.1 | 57.14% | +7.47% | +2.86% | -7.14% | 0.00% |
 | Vanguard | 2 | 0.43% | 29.3 | 100.00% | +50.43% | 0.00% | 0.00% | 0.00% |
 | Vladmir's Offering | 2 | 0.43% | 29.3 | 100.00% | +50.43% | 0.00% | 0.00% | 0.00% |
 | Arcane Blink | 2 | 0.43% | 29.3 | 100.00% | +50.43% | 0.00% | 0.00% | 0.00% |
 | Arcane Boots | 18 | 3.88% | 29.1 | 38.89% | -11.33% | -18.89% | +1.11% | 0.00% |
 | Vambrace | 18 | 3.88% | 29.1 | 38.89% | -11.33% | +27.78% | -22.22% | 0.00% |
 | Iron Talon | 25 | 5.39% | 21.5 | 28.00% | -23.03% | +3.25% | -5.78% | 0.00% |
 | Ogre Seal Totem | 6 | 1.29% | 21.4 | 50.00% | +0.22% | 0.00% | 0.00% | 0.00% |
 | Dandelion Amulet | 6 | 1.29% | 21.4 | 50.00% | +0.22% | 0.00% | 0.00% | 0.00% |
 | Nemesis Curse | 7 | 1.51% | 18.6 | 42.86% | -7.03% | -2.86% | +7.14% | 0.00% |
 | Broom Handle | 4 | 0.86% | 15.2 | 50.00% | +0.22% | -50.00% | +50.00% | 0.00% |
 | Ascetic's Cap | 4 | 0.86% | 15.2 | 50.00% | +0.22% | +50.00% | +50.00% | 0.00% |
 | Defiant Shell | 4 | 0.86% | 15.2 | 50.00% | +0.22% | 0.00% | -50.00% | 0.00% |
 | Eye of Skadi | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Headdress | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Armlet of Mordiggian | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Rattlecage | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Soul Ring | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Divine Rapier | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Assault Cuirass | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Skull Basher | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Abyssal Blade | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Crimson Guard | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Magic Lamp | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Craggy Coat | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Guardian Greaves | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Mekansm | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Overwhelming Blink | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Havoc Hammer | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Revenant's Brooch | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Octarine Core | 1 | 0.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Ancient Guardian | 5 | 1.08% | 12.5 | 40.00% | -9.89% | +10.00% | -15.00% | 0.00% |
 | Mind Breaker | 7 | 1.51% | 9.3 | 28.57% | -21.54% | +21.43% | +4.76% | 0.00% |
 | Disperser | 2 | 0.43% | 7.7 | 50.00% | +0.22% | -50.00% | +50.00% | 0.00% |
 | Stormcrafter | 2 | 0.43% | 7.7 | 50.00% | +0.22% | -50.00% | +50.00% | 0.00% |
 | Hand of Midas | 9 | 1.94% | 7.6 | 22.22% | -28.11% | +44.45% | -22.22% | 0.00% |
 | Cloak of Flames | 3 | 0.65% | 5.5 | 33.33% | -16.56% | 0.00% | 0.00% | 0.00% |
 | Trickster Cloak | 3 | 0.65% | 5.5 | 33.33% | -16.56% | +16.67% | -33.33% | 0.00% |
 | Psychic Headband | 6 | 1.29% | 3.1 | 16.67% | -33.55% | -16.67% | +33.33% | 0.00% |
 | Philosopher's Stone | 10 | 2.16% | 2.1 | 10.00% | -40.66% | +15.00% | -10.00% | 0.00% |
 | Giant's Ring | 1 | 0.22% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |