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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.
| Total | Winrate shifts | Timings | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
 | Quelling Blade | 1730 | 42.09% | 58.1 | 50.29% | +18.26% | +5.37% | -2.37% | 0.00% | -01:07 | -01:30 | -01:29 | -01:29 | -01:29 | 22:07 | 00:00 |
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Lone Druid | 7 | 100.00% | 100.0 | 71.43% | +71.43% | +28.57% | -21.43% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Sniper | 1 | 50.00% | 98.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Faceless Void | 58 | 98.31% | 97.6 | 60.34% | +60.34% | +6.33% | -24.63% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Beastmaster | 48 | 94.12% | 96.5 | 60.42% | +60.42% | +6.25% | -27.09% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Legion Commander | 37 | 92.50% | 95.3 | 59.46% | +59.46% | +7.21% | -15.02% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:13 | 00:00 | 00:00 |
 | Magnus | 30 | 88.24% | 94.1 | 60.00% | -15.00% | -22.50% | -17.14% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 00:27 | 00:00 | 00:00 |
 | Alchemist | 7 | 100.00% | 92.9 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Wraith King | 77 | 100.00% | 91.8 | 57.14% | +57.14% | +6.02% | -4.51% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Anti-Mage | 14 | 100.00% | 90.6 | 57.14% | +57.14% | -32.14% | +9.53% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Bristleback | 39 | 95.12% | 89.4 | 56.41% | +6.41% | -16.41% | -6.41% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Slardar | 28 | 87.50% | 88.2 | 57.14% | -42.86% | +14.29% | 0.00% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 01:27 | 00:00 | 00:00 |
 | Ember Spirit | 40 | 100.00% | 87.1 | 55.00% | +55.00% | +5.00% | +5.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Doom | 47 | 95.92% | 85.9 | 55.32% | -44.68% | +3.01% | -13.65% | 0.00% | -00:59 | -01:29 | -01:29 | -01:29 | -01:29 | 18:14 | 00:00 | 00:00 |
 | Juggernaut | 64 | 100.00% | 84.7 | 54.69% | +54.69% | -10.94% | -10.94% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Troll Warlord | 44 | 100.00% | 83.5 | 54.55% | +54.55% | +9.09% | 0.00% | 0.00% | -01:19 | -01:29 | -01:29 | -01:29 | -01:29 | 03:40 | 00:00 | 00:00 |
 | Riki | 7 | 87.50% | 82.4 | 57.14% | +57.14% | -7.14% | +42.86% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Lifestealer | 41 | 100.00% | 81.2 | 53.66% | +53.66% | +26.34% | +6.34% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Slark | 15 | 100.00% | 80.0 | 53.33% | +53.33% | +21.67% | -28.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tidehunter | 49 | 94.23% | 78.8 | 53.06% | -13.61% | +30.27% | -36.39% | 0.00% | -01:16 | -01:29 | -01:29 | -01:29 | -01:29 | 07:01 | 00:00 | 00:00 |
 | Mars | 92 | 89.32% | 77.6 | 51.09% | -12.55% | -7.61% | +9.78% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | 00:12 | 00:00 | 00:00 |
 | Tiny | 93 | 67.88% | 76.5 | 51.61% | +12.97% | +4.91% | -8.13% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:13 | 00:00 | 00:00 |
 | Timbersaw | 52 | 86.67% | 75.3 | 50.00% | -12.50% | +3.85% | +19.23% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:02 | 00:00 | 00:00 |
 | Medusa | 34 | 62.96% | 74.1 | 52.94% | +7.94% | +2.62% | -2.94% | -3.40% | 00:51 | -01:30 | -01:29 | -01:29 | 03:07 | 09:22 | 04:36 | 03:24 |
 | Sven | 31 | 100.00% | 72.9 | 48.39% | +48.39% | -10.89% | +1.61% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Venomancer | 2 | 14.29% | 71.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 03:16 | -01:29 | -01:29 | 08:01 | 08:01 | 08:01 | 09:30 | 07:02 |
 | Phantom Assassin | 36 | 100.00% | 70.6 | 47.22% | +47.22% | +8.34% | -2.78% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Sand King | 31 | 83.78% | 69.4 | 48.39% | +31.72% | +1.61% | -10.89% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Dark Seer | 34 | 91.89% | 68.2 | 47.06% | -19.61% | -2.62% | +15.44% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Phantom Lancer | 24 | 100.00% | 67.1 | 45.83% | +45.83% | +4.17% | +4.17% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Axe | 33 | 75.00% | 65.9 | 48.48% | +3.03% | +14.02% | -10.98% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 00:32 | 00:00 | 00:00 |
 | Centaur Warrunner | 106 | 75.18% | 64.7 | 46.23% | -10.91% | -1.79% | +3.77% | 0.00% | -01:18 | -01:30 | -01:29 | -01:29 | -01:29 | 07:06 | 00:00 | 00:00 |
 | Luna | 28 | 57.14% | 63.5 | 50.00% | +11.90% | -21.43% | +35.71% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:29 | 08:39 | 00:00 | 00:00 |
 | Ursa | 45 | 100.00% | 62.4 | 44.44% | +44.44% | +10.11% | +1.01% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Terrorblade | 18 | 100.00% | 61.2 | 44.44% | +44.44% | +15.56% | +30.56% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Spectre | 36 | 100.00% | 60.0 | 44.44% | +44.44% | 0.00% | +11.12% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Chaos Knight | 9 | 100.00% | 58.8 | 44.44% | +44.44% | +55.56% | -44.44% | 0.00% | -01:16 | -01:29 | -01:29 | -01:29 | -01:29 | 00:26 | 00:00 | 00:00 |
 | Death Prophet | 3 | 5.26% | 57.6 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 05:11 | -01:29 | -01:29 | 06:36 | 10:26 | 10:26 | 11:55 | 08:49 |
 | Underlord | 22 | 91.67% | 56.5 | 45.45% | -54.55% | +4.55% | -25.45% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Broodmother | 28 | 100.00% | 55.3 | 42.86% | +42.86% | 0.00% | -14.29% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Elder Titan | 9 | 13.85% | 54.1 | 66.67% | +9.53% | -16.67% | +33.33% | 0.00% | 00:46 | -01:29 | -01:29 | -01:29 | -01:29 | 11:03 | 00:00 | 00:00 |
 | Void Spirit | 60 | 96.77% | 52.9 | 41.67% | -8.33% | -8.34% | -21.67% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -00:52 | 00:00 | 00:00 |
 | Batrider | 2 | 9.09% | 51.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Dragon Knight | 41 | 93.18% | 50.6 | 41.46% | +8.13% | -21.46% | +28.54% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:14 | 00:00 | 00:00 |
 | Kunkka | 10 | 100.00% | 49.4 | 40.00% | +40.00% | -6.67% | +10.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Arc Warden | 3 | 33.33% | 48.2 | 66.67% | +50.00% | -66.67% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Monkey King | 13 | 100.00% | 47.1 | 38.46% | +38.46% | +28.21% | -5.13% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Bane | 1 | 20.00% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:16 | 10:16 | 10:16 | 10:16 | 10:16 | 10:16 | 00:00 | 00:00 |
 | Bloodseeker | 24 | 96.00% | 44.7 | 37.50% | +37.50% | -20.83% | +29.17% | 0.00% | -01:15 | -01:29 | -01:29 | -01:29 | -01:29 | 01:27 | 00:00 | 00:00 |
 | Templar Assassin | 13 | 38.24% | 43.5 | 46.15% | -10.99% | -12.82% | -12.82% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:28 | 03:13 | 00:01 | 00:00 |
 | Keeper of the Light | 1 | 16.67% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 00:00 | 00:00 |
 | Brewmaster | 4 | 50.00% | 41.2 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Drow Ranger | 9 | 50.00% | 40.0 | 44.44% | 0.00% | +5.56% | -44.44% | -50.00% | 00:15 | -01:29 | -01:29 | -01:28 | 01:24 | 05:15 | 02:53 | 02:08 |
 | Night Stalker | 6 | 100.00% | 38.8 | 33.33% | +33.33% | +16.67% | -33.33% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Pangolier | 26 | 86.67% | 37.6 | 34.62% | -40.38% | -20.33% | -17.95% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Omniknight | 5 | 71.43% | 36.5 | 40.00% | -60.00% | +60.00% | +60.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Io | 11 | 31.43% | 35.3 | 45.45% | -8.72% | -45.45% | +21.22% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Ancient Apparition | 2 | 2.82% | 34.1 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 12:46 | 11:32 | 11:32 | 14:00 | 14:00 | 14:00 | 02:28 | 01:49 |
 | Razor | 3 | 12.50% | 32.9 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 03:30 | -01:29 | -01:29 | -01:29 | 13:27 | 13:27 | 14:56 | 11:03 |
 | Gyrocopter | 16 | 32.65% | 31.8 | 37.50% | -4.92% | +12.50% | +12.50% | 0.00% | -00:28 | -01:29 | -01:29 | -01:29 | -01:29 | 09:32 | 00:00 | 00:00 |
 | Naga Siren | 4 | 100.00% | 30.6 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tusk | 3 | 4.41% | 29.4 | 66.67% | +17.44% | +33.33% | 0.00% | 0.00% | 05:34 | -01:29 | -01:29 | -01:24 | 19:35 | 19:35 | 21:04 | 15:36 |
 | Shadow Demon | 1 | 3.13% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:33 | 05:33 | 05:33 | 05:33 | 05:33 | 05:33 | 00:00 | 00:00 |
 | Morphling | 1 | 2.08% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lina | 1 | 2.00% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 1.67% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.49% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 12:39 | 00:00 | 00:00 |
 | Lycan | 7 | 100.00% | 22.4 | 14.29% | +14.29% | -14.29% | -14.29% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Snapfire | 4 | 2.74% | 21.2 | 50.00% | -1.41% | +50.00% | -50.00% | 0.00% | 06:58 | -01:29 | -01:29 | -01:29 | 12:17 | 18:33 | 13:46 | 10:11 |
 | Abaddon | 8 | 12.12% | 20.0 | 25.00% | -28.45% | +25.00% | -25.00% | 0.00% | 01:39 | -01:29 | -01:29 | -01:29 | -01:29 | 14:47 | 00:00 | 00:00 |
 | Clockwerk | 2 | 4.55% | 18.8 | 50.00% | +2.38% | +50.00% | 0.00% | 0.00% | 01:51 | -01:29 | -01:29 | 05:11 | 05:11 | 05:11 | 06:40 | 04:56 |
 | Nyx Assassin | 2 | 2.56% | 17.6 | 50.00% | -14.47% | +50.00% | 0.00% | 0.00% | 07:09 | 06:07 | 06:07 | 08:11 | 08:11 | 08:11 | 02:04 | 01:31 |
 | Puck | 2 | 1.92% | 16.5 | 50.00% | -0.98% | +50.00% | 0.00% | 0.00% | 04:12 | 04:04 | 04:04 | 04:20 | 04:20 | 04:20 | 00:16 | 00:11 |
 | Viper | 4 | 12.90% | 15.3 | 25.00% | -26.85% | -25.00% | +75.00% | 0.00% | 02:20 | -01:29 | -01:29 | -01:29 | -01:29 | 13:47 | 00:00 | 00:00 |
 | Earth Spirit | 3 | 5.56% | 14.1 | 33.33% | -11.77% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Enchantress | 3 | 3.70% | 12.9 | 33.33% | -26.93% | +66.67% | 0.00% | 0.00% | 09:52 | -01:29 | -01:29 | 08:58 | 22:07 | 22:07 | 23:36 | 17:28 |
 | Lion | 3 | 2.34% | 11.8 | 33.33% | -13.07% | +66.67% | 0.00% | 0.00% | 14:25 | 08:31 | 08:31 | 13:40 | 21:03 | 21:03 | 12:32 | 09:17 |
 | Hoodwink | 1 | 4.00% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Leshrac | 2 | 2.70% | 9.4 | 0.00% | -56.94% | 0.00% | 0.00% | 0.00% | 09:53 | 05:49 | 05:49 | 13:56 | 13:56 | 13:56 | 08:07 | 06:00 |
 | Nature's Prophet | 1 | 3.45% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:30 | 00:30 | 00:30 | 00:30 | 00:30 | 00:30 | 00:00 | 00:00 |
 | Bounty Hunter | 2 | 28.57% | 7.1 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Dark Willow | 1 | 2.04% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Disruptor | 1 | 6.67% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 00:00 | 00:00 |
 | Necrophos | 1 | 4.76% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Mirana | 1 | 1.64% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Grimstroke | 1 | 1.05% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 00:00 | 00:00 |