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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) | |
 | Essence Ring | 3 | 9.68% | 100.0 | 100.00% | +67.86% | 0.00% | 0.00% | 0.00% |
 | Magic Stick | 12 | 38.71% | 88.1 | 58.33% | +32.01% | -38.33% | +8.34% | 25.93% |
 | Blink Dagger | 20 | 64.52% | 86.1 | 50.00% | +31.82% | +10.00% | -30.00% | -10.23% |
 | Orchid Malevolence | 8 | 25.81% | 82.0 | 62.50% | +32.07% | -12.50% | -12.50% | 0.00% |
 | Cornucopia | 8 | 25.81% | 82.0 | 62.50% | +32.07% | +37.50% | -12.50% | -13.68% |
 | Null Talisman | 16 | 51.61% | 80.6 | 50.00% | +23.33% | +25.00% | 0.00% | -21.20% |
 | Helm of Iron Will | 11 | 35.48% | 78.4 | 54.55% | +24.55% | +45.45% | -21.22% | -23.12% |
 | Magic Wand | 27 | 87.10% | 75.3 | 40.74% | +15.74% | -9.97% | +16.40% | 18.08% |
 | Boots of Speed | 31 | 100.00% | 74.3 | 38.71% | +38.71% | -13.71% | +23.79% | 34.62% |
 | Nullifier | 9 | 29.03% | 73.7 | 55.56% | +23.74% | +44.44% | -22.23% | -15.15% |
 | Ring of Health | 4 | 12.90% | 73.2 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% |
 | Lotus Orb | 4 | 12.90% | 73.2 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% |
 | Ogre Seal Totem | 4 | 12.90% | 73.2 | 75.00% | +41.67% | +25.00% | -75.00% | 0.00% |
 | Arcane Boots | 2 | 6.45% | 70.8 | 100.00% | +65.52% | 0.00% | 0.00% | 0.00% |
 | Javelin | 2 | 6.45% | 70.8 | 100.00% | +65.52% | 0.00% | 0.00% | 0.00% |
 | Vampiric | 2 | 6.45% | 70.8 | 100.00% | +65.52% | 0.00% | 0.00% | 0.00% |
 | Bloodthorn | 2 | 6.45% | 70.8 | 100.00% | +65.52% | 0.00% | 0.00% | 0.00% |
 | Ring of Basilius | 2 | 6.45% | 70.8 | 100.00% | +65.52% | 0.00% | 0.00% | 0.00% |
 | Blade Mail | 13 | 41.94% | 68.0 | 46.15% | +12.82% | +28.85% | -21.15% | -5.10% |
 | Ring of Protection | 7 | 22.58% | 67.7 | 57.14% | +23.81% | +42.86% | -7.14% | -3.83% |
 | Phase Boots | 28 | 90.32% | 66.4 | 35.71% | -30.96% | +7.15% | -7.14% | -8.43% |
 | Chainmail | 28 | 90.32% | 66.4 | 35.71% | -30.96% | -21.42% | -21.42% | 0.00% |
 | Blight Stone | 11 | 35.48% | 62.2 | 45.45% | +10.45% | -45.45% | +54.55% | 21.43% |
 | Tough | 11 | 35.48% | 62.2 | 45.45% | +10.45% | -12.12% | -45.45% | -3.92% |
 | Gunpowder Gauntlet | 8 | 25.81% | 60.3 | 50.00% | +15.22% | +16.67% | 0.00% | -16.00% |
 | Crown | 5 | 16.13% | 59.5 | 60.00% | +25.38% | +40.00% | -10.00% | -4.60% |
 | Serrated Shiv | 5 | 16.13% | 59.5 | 60.00% | +25.38% | -10.00% | -10.00% | 0.00% |
 | Void Stone | 9 | 29.03% | 54.7 | 44.44% | +8.08% | -44.44% | +22.23% | 4.41% |
 | Orb of Corrosion | 9 | 29.03% | 54.7 | 44.44% | +8.08% | -44.44% | +55.56% | 34.88% |
 | Brawny | 13 | 41.94% | 54.4 | 38.46% | -0.43% | -13.46% | +11.54% | 1.44% |
 | Radiance | 22 | 70.97% | 54.2 | 31.82% | -23.74% | +18.18% | -15.15% | -7.45% |
 | Mystical | 14 | 45.16% | 51.4 | 35.71% | -5.47% | -10.71% | +14.29% | 3.24% |
 | Iron Talon | 6 | 19.35% | 51.0 | 50.00% | +14.00% | +50.00% | 0.00% | -48.78% |
 | Quelling Blade | 6 | 19.35% | 51.0 | 50.00% | +14.00% | 0.00% | +16.67% | 16.67% |
 | Quickened | 6 | 19.35% | 51.0 | 50.00% | +14.00% | 0.00% | 0.00% | 0.00% |
 | Aghanim's Scepter | 6 | 19.35% | 51.0 | 50.00% | +14.00% | 0.00% | 0.00% | 0.00% |
 | Occult Bracelet | 3 | 9.68% | 48.2 | 66.67% | +30.96% | +33.33% | +33.33% | 0.00% |
 | Overwhelming Blink | 3 | 9.68% | 48.2 | 66.67% | +30.96% | -66.67% | +33.33% | 0.00% |
 | Pavise | 3 | 9.68% | 48.2 | 66.67% | +30.96% | +33.33% | +33.33% | 0.00% |
 | Fluffy Hat | 3 | 9.68% | 48.2 | 66.67% | +30.96% | +33.33% | +33.33% | 0.00% |
 | Solar Crest | 3 | 9.68% | 48.2 | 66.67% | +30.96% | +33.33% | -66.67% | 0.00% |
 | Wind Lace | 11 | 35.48% | 46.8 | 36.36% | -3.64% | -3.03% | -3.03% | 0.00% |
 | Pyrrhic Cloak | 7 | 22.58% | 45.0 | 42.86% | +5.36% | +7.14% | +7.14% | 0.00% |
 | Mana Draught | 7 | 22.58% | 45.0 | 42.86% | +5.36% | -42.86% | +7.14% | 20.83% |
 | Diadem | 13 | 41.94% | 41.4 | 30.77% | -13.67% | -5.77% | -5.77% | 0.00% |
 | Orb of Frost | 13 | 41.94% | 41.4 | 30.77% | -13.67% | -5.77% | +44.23% | 9.23% |
 | Orb of Destruction | 8 | 25.81% | 40.6 | 37.50% | -1.63% | +12.50% | -4.17% | -12.42% |
 | Skull Basher | 4 | 12.90% | 37.9 | 50.00% | +12.96% | +50.00% | -50.00% | 0.00% |
 | Buckler | 4 | 12.90% | 37.9 | 50.00% | +12.96% | -50.00% | +50.00% | 0.00% |
 | Pig Pole | 1 | 3.23% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Boots of Travel | 1 | 3.23% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Holy Locket | 1 | 3.23% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Magnifying Monocle | 1 | 3.23% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Pollywog Charm | 1 | 3.23% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Scythe of Vyse | 1 | 3.23% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Searing Signet | 1 | 3.23% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Gale Guard | 6 | 19.35% | 28.0 | 33.33% | -6.67% | -33.33% | +16.67% | 46.51% |
 | Manta Style | 9 | 29.03% | 21.4 | 22.22% | -23.23% | -22.22% | +11.11% | 5.85% |
 | Harpoon | 2 | 6.45% | 19.7 | 50.00% | +12.07% | +50.00% | -50.00% | 0.00% |
 | Nemesis Curse | 2 | 6.45% | 19.7 | 50.00% | +12.07% | -50.00% | +50.00% | 0.00% |
 | Veil of Discord | 2 | 6.45% | 19.7 | 50.00% | +12.07% | +50.00% | -50.00% | 0.00% |
 | Greedy | 2 | 6.45% | 19.7 | 50.00% | +12.07% | -50.00% | +50.00% | 0.00% |
 | Aghanim's Blessing | 2 | 6.45% | 19.7 | 50.00% | +12.07% | +50.00% | -50.00% | 0.00% |
 | Abyssal Blade | 2 | 6.45% | 19.7 | 50.00% | +12.07% | +50.00% | -50.00% | 0.00% |
 | Shiva's Guard | 2 | 6.45% | 19.7 | 50.00% | +12.07% | +50.00% | -50.00% | 0.00% |
 | Yasha | 11 | 35.48% | 18.9 | 18.18% | -31.82% | -18.18% | +15.15% | 5.33% |
 | Trusty Shovel | 3 | 9.68% | 14.8 | 33.33% | -5.96% | -33.33% | +66.67% | 0.00% |
 | Mind Breaker | 3 | 9.68% | 14.8 | 33.33% | -5.96% | -33.33% | +66.67% | 0.00% |
 | Sange | 3 | 9.68% | 14.8 | 33.33% | -5.96% | -33.33% | -33.33% | 0.00% |
 | Assault Cuirass | 3 | 9.68% | 14.8 | 33.33% | -5.96% | -33.33% | -33.33% | 0.00% |
 | Vast | 4 | 12.90% | 12.3 | 25.00% | -15.74% | -25.00% | +75.00% | 0.00% |
 | Echo Sabre | 5 | 16.13% | 10.7 | 20.00% | -22.31% | -20.00% | +30.00% | 4.07% |
 | Gossamer Cape | 6 | 19.35% | 9.7 | 16.67% | -27.33% | -16.67% | -16.67% | 0.00% |
 | Alert | 7 | 22.58% | 8.9 | 14.29% | -31.54% | +35.71% | -14.29% | -6.12% |
 | Spark of Courage | 7 | 22.58% | 8.9 | 14.29% | -31.54% | +35.71% | -14.29% | -19.35% |
 | Brigand's Blade | 8 | 25.81% | 8.3 | 12.50% | -35.33% | -12.50% | +37.50% | 20.20% |
 | Aghanim's Shard | 2 | 6.45% | 0.0 | 0.00% | -41.38% | 0.00% | 0.00% | 0.00% |
 | Stygian Desolator | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Evolved | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Titanic | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Tranquil Boots | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Tumbler's Toy | 2 | 6.45% | 0.0 | 0.00% | -41.38% | 0.00% | 0.00% | 0.00% |
 | Crippling Crossbow | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Diffusal Blade | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Eye of Skadi | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Sange and Yasha | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Black King Bar | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Wraith Band | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Bracer | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Ghost Scepter | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Ripper's Lash | 1 | 3.23% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |