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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) | |
 | Aghanim's Scepter | 5 | 7.25% | 100.0 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% |
 | Black King Bar | 7 | 10.14% | 90.3 | 85.71% | +38.94% | +14.29% | +14.29% | 0.00% |
 | Blink Dagger | 40 | 57.97% | 87.4 | 57.50% | +16.12% | -7.50% | +12.50% | 2.75% |
 | Fluffy Hat | 22 | 31.88% | 87.2 | 63.64% | +18.96% | -13.64% | -3.64% | 1.94% |
 | Magic Stick | 63 | 91.30% | 85.0 | 52.38% | +19.05% | +3.87% | -8.63% | -1.86% |
 | Boots of Speed | 69 | 100.00% | 83.4 | 50.72% | +50.72% | -15.43% | +2.22% | 4.36% |
 | Orb of Corrosion | 17 | 24.64% | 83.3 | 64.71% | +18.56% | +10.29% | -14.71% | -5.58% |
 | Magic Wand | 51 | 73.91% | 83.3 | 52.94% | +8.50% | +31.68% | +0.91% | -4.66% |
 | Blight Stone | 34 | 49.28% | 82.3 | 55.88% | +10.17% | -0.32% | +6.62% | 0.87% |
 | Orb of Venom | 32 | 46.38% | 81.9 | 56.25% | +10.30% | -31.25% | -6.25% | 25.00% |
 | Ring of Health | 6 | 8.70% | 79.6 | 83.33% | +35.71% | +16.67% | -83.33% | 0.00% |
 | Chainmail | 31 | 44.93% | 79.0 | 54.84% | +7.47% | +7.66% | +7.66% | 0.00% |
 | Phase Boots | 15 | 21.74% | 72.7 | 60.00% | +11.85% | -10.00% | -10.00% | 0.00% |
 | Wind Lace | 55 | 79.71% | 71.9 | 45.45% | -25.98% | +4.55% | +4.55% | 0.00% |
 | Ring of Protection | 25 | 36.23% | 70.7 | 52.00% | +2.00% | +31.33% | -18.67% | -3.99% |
 | Tranquil Boots | 46 | 66.67% | 69.9 | 45.65% | -15.22% | -3.98% | +17.99% | 3.08% |
 | Hood of Defiance | 3 | 4.35% | 69.7 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% |
 | Falcon Blade | 5 | 7.25% | 66.7 | 80.00% | +31.56% | +20.00% | +20.00% | 0.00% |
 | Solar Crest | 12 | 17.39% | 64.4 | 58.33% | +9.21% | +8.34% | +8.34% | 0.00% |
 | Medallion of Courage | 20 | 28.99% | 63.3 | 50.00% | -1.02% | -10.00% | +30.00% | 4.12% |
 | Quelling Blade | 15 | 21.74% | 62.3 | 53.33% | +3.33% | -28.33% | -3.33% | 0.00% |
 | Crown | 8 | 11.59% | 59.0 | 62.50% | +13.32% | +37.50% | +37.50% | 0.00% |
 | Necronomicon | 11 | 15.94% | 56.6 | 54.55% | +4.55% | -54.55% | +12.12% | 33.62% |
 | Morbid Mask | 4 | 5.80% | 51.2 | 75.00% | +25.77% | -75.00% | +25.00% | 0.00% |
 | Drum of Endurance | 4 | 5.80% | 51.2 | 75.00% | +25.77% | +25.00% | -75.00% | 0.00% |
 | Headdress | 2 | 2.90% | 48.6 | 100.00% | +50.75% | 0.00% | 0.00% | 0.00% |
 | Pipe of Insight | 2 | 2.90% | 48.6 | 100.00% | +50.75% | 0.00% | 0.00% | 0.00% |
 | Necronomicon (level 2) | 10 | 14.49% | 47.8 | 50.00% | -0.85% | +50.00% | 0.00% | -7.16% |
 | Necronomicon (level 3) | 10 | 14.49% | 47.8 | 50.00% | -0.85% | +50.00% | 0.00% | -12.50% |
 | Spirit Vessel | 7 | 10.14% | 47.8 | 57.14% | +7.14% | -7.14% | -57.14% | 0.00% |
 | Urn of Shadows | 18 | 26.09% | 44.6 | 38.89% | -16.01% | -18.89% | -38.89% | -3.47% |
 | Aghanim's Shard | 5 | 7.25% | 41.4 | 60.00% | +10.00% | -60.00% | -60.00% | 0.00% |
 | Void Stone | 3 | 4.35% | 32.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% |
 | Ring of Basilius | 3 | 4.35% | 32.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% |
 | Lotus Orb | 3 | 4.35% | 32.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% |
 | Buckler | 4 | 5.80% | 25.7 | 50.00% | -0.77% | +50.00% | +50.00% | 0.00% |
 | Bracer | 4 | 5.80% | 25.7 | 50.00% | -0.77% | +50.00% | -50.00% | 0.00% |
 | Force Staff | 4 | 5.80% | 25.7 | 50.00% | -0.77% | +50.00% | -50.00% | 0.00% |
 | Power Treads | 1 | 1.45% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Vladmir's Offering | 2 | 2.90% | 13.2 | 50.00% | -0.75% | +50.00% | 0.00% | 0.00% |
 | Heaven's Halberd | 2 | 2.90% | 13.2 | 50.00% | -0.75% | +50.00% | 0.00% | 0.00% |
 | Sange | 2 | 2.90% | 13.2 | 50.00% | -0.75% | -50.00% | 0.00% | 0.00% |
 | Scythe of Vyse | 1 | 1.45% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
 | Ghost Scepter | 2 | 2.90% | 0.0 | 0.00% | -52.24% | 0.00% | 0.00% | 0.00% |