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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 | |
 | Aghanim's Scepter | 251 | 14.59% | 78.2 | 56.57% | +11.47% | -4.19% | -1.01% | 0.29% | 28:17 | 13:23 | 21:58 | 27:36 | 33:07 | 1:03:39 | 08:15 |
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 | |
 | Spectre | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 00:00 | 00:00 |
 | Dark Seer | 1 | 100.00% | 98.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:54 | 19:54 | 19:54 | 19:54 | 19:54 | 19:54 | 00:00 | 00:00 |
 | Disruptor | 3 | 75.00% | 96.6 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 31:10 | 30:18 | 30:18 | 30:56 | 32:17 | 32:17 | 01:59 | 01:28 |
 | Visage | 7 | 43.75% | 94.9 | 85.71% | +30.15% | +14.29% | +14.29% | 0.00% | 28:51 | 21:18 | 25:32 | 28:33 | 28:51 | 39:51 | 03:19 | 02:27 |
 | Weaver | 4 | 18.18% | 93.2 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 27:58 | 17:58 | 17:58 | 20:32 | 33:45 | 39:35 | 15:47 | 11:41 |
 | Troll Warlord | 1 | 50.00% | 91.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 50.00% | 89.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 00:00 | 00:00 |
 | Ember Spirit | 14 | 42.42% | 88.1 | 78.57% | +31.20% | +21.43% | -45.24% | -8.00% | 29:50 | 23:35 | 26:04 | 28:22 | 34:24 | 37:37 | 08:20 | 06:10 |
 | Storm Spirit | 4 | 66.67% | 86.4 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 32:34 | 26:28 | 26:28 | 32:03 | 34:10 | 37:33 | 07:42 | 05:42 |
 | Bristleback | 25 | 96.15% | 84.7 | 60.00% | +60.00% | +23.33% | -10.00% | -20.62% | 16:28 | 13:26 | 15:44 | 16:17 | 17:21 | 19:51 | 01:37 | 01:11 |
 | Alchemist | 8 | 29.63% | 83.1 | 75.00% | +17.11% | -25.00% | -25.00% | 0.00% | 35:51 | 26:55 | 28:56 | 36:07 | 39:35 | 42:25 | 10:39 | 07:53 |
 | Gyrocopter | 1 | 33.33% | 81.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 00:00 | 00:00 |
 | Huskar | 2 | 100.00% | 79.7 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 26:50 | 25:47 | 25:47 | 27:52 | 27:52 | 27:52 | 02:05 | 01:32 |
 | Naga Siren | 2 | 100.00% | 78.0 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 27:55 | 25:34 | 25:34 | 30:15 | 30:15 | 30:15 | 04:41 | 03:28 |
 | Brewmaster | 13 | 72.22% | 76.3 | 53.85% | +13.85% | +46.15% | -20.52% | -4.39% | 26:15 | 15:25 | 17:26 | 27:02 | 32:38 | 40:07 | 15:12 | 11:15 |
 | Clockwerk | 9 | 25.71% | 74.6 | 66.67% | +8.98% | +33.33% | +33.33% | 0.00% | 32:36 | 25:05 | 27:52 | 33:07 | 37:05 | 39:14 | 09:13 | 06:49 |
 | Razor | 3 | 6.52% | 72.9 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 48:10 | 33:21 | 33:21 | 47:29 | 1:03:39 | 1:03:39 | 30:18 | 22:26 |
 | Earth Spirit | 2 | 12.50% | 71.2 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 34:57 | 26:58 | 26:58 | 42:55 | 42:55 | 42:55 | 15:57 | 11:48 |
 | Void Spirit | 25 | 83.33% | 69.5 | 48.00% | +28.00% | +2.00% | -14.67% | -2.92% | 25:07 | 16:20 | 21:24 | 25:54 | 27:07 | 36:27 | 05:43 | 04:14 |
 | Chen | 2 | 10.53% | 67.8 | 100.00% | +29.41% | 0.00% | 0.00% | 0.00% | 30:58 | 28:32 | 28:32 | 33:23 | 33:23 | 33:23 | 04:51 | 03:35 |
 | Zeus | 42 | 56.76% | 66.1 | 45.24% | +10.86% | -8.88% | -5.24% | 0.56% | 26:26 | 16:45 | 22:53 | 27:06 | 29:20 | 35:54 | 06:27 | 04:46 |
 | Sven | 1 | 20.00% | 64.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:03 | 36:03 | 36:03 | 36:03 | 36:03 | 36:03 | 00:00 | 00:00 |
 | Timbersaw | 2 | 6.90% | 62.7 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 35:13 | 32:52 | 32:52 | 37:33 | 37:33 | 37:33 | 04:41 | 03:28 |
 | Snapfire | 7 | 25.00% | 61.0 | 57.14% | +4.76% | +42.86% | -7.14% | -3.50% | 31:21 | 14:46 | 22:07 | 34:56 | 36:24 | 41:40 | 14:17 | 10:34 |
 | Jakiro | 2 | 66.67% | 59.3 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 37:01 | 33:34 | 33:34 | 40:28 | 40:28 | 40:28 | 06:54 | 05:06 |
 | Winter Wyvern | 4 | 6.78% | 57.6 | 75.00% | +11.36% | +25.00% | -75.00% | 0.00% | 36:54 | 25:18 | 25:18 | 31:07 | 36:18 | 54:52 | 11:00 | 08:08 |
 | Venomancer | 2 | 50.00% | 55.9 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 33:43 | 28:54 | 28:54 | 38:31 | 38:31 | 38:31 | 09:37 | 07:07 |
 | Terrorblade | 1 | 7.14% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 00:00 | 00:00 |
 | Phoenix | 1 | 7.14% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 |
 | Faceless Void | 1 | 6.25% | 50.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 00:00 | 00:00 |
 | Mirana | 1 | 6.25% | 49.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 00:00 | 00:00 |
 | Morphling | 1 | 6.25% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:22 | 26:22 | 26:22 | 26:22 | 26:22 | 26:22 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 5.88% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 00:00 | 00:00 |
 | Bounty Hunter | 3 | 60.00% | 44.1 | 33.33% | +33.33% | -33.33% | 0.00% | 3.23% | 18:29 | 13:23 | 13:23 | 18:21 | 23:42 | 23:42 | 10:19 | 07:38 |
 | Juggernaut | 1 | 4.17% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 3.85% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:12 | 19:12 | 19:12 | 19:12 | 19:12 | 19:12 | 00:00 | 00:00 |
 | Mars | 1 | 3.70% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 00:00 | 00:00 |
 | Medusa | 2 | 25.00% | 37.3 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 33:06 | 32:50 | 32:50 | 33:21 | 33:21 | 33:21 | 00:31 | 00:22 |
 | Viper | 1 | 3.45% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 |
 | Dawnbreaker | 9 | 14.75% | 33.9 | 33.33% | -5.13% | +16.67% | -33.33% | -10.38% | 27:10 | 20:53 | 24:04 | 26:56 | 28:53 | 32:40 | 04:49 | 03:34 |
 | Grimstroke | 2 | 16.67% | 32.2 | 50.00% | +30.00% | -50.00% | 0.00% | 0.00% | 40:58 | 34:09 | 34:09 | 47:47 | 47:47 | 47:47 | 13:38 | 10:05 |
 | Tiny | 4 | 3.92% | 30.5 | 50.00% | -6.12% | -50.00% | +50.00% | 0.00% | 28:48 | 26:05 | 26:05 | 27:51 | 28:44 | 32:31 | 02:39 | 01:57 |
 | Doom | 2 | 12.50% | 28.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 26:34 | 24:45 | 24:45 | 28:23 | 28:23 | 28:23 | 03:38 | 02:41 |
 | Kunkka | 2 | 10.53% | 27.1 | 50.00% | -8.82% | -50.00% | 0.00% | 0.00% | 31:39 | 21:58 | 21:58 | 41:19 | 41:19 | 41:19 | 19:21 | 14:20 |
 | Luna | 2 | 10.00% | 25.4 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 54:59 | 54:22 | 54:22 | 55:36 | 55:36 | 55:36 | 01:14 | 00:54 |
 | Pudge | 6 | 66.67% | 23.7 | 16.67% | -50.00% | -16.67% | -16.67% | 0.00% | 18:51 | 17:43 | 18:15 | 18:18 | 19:41 | 20:05 | 01:26 | 01:03 |
 | Rubick | 3 | 13.04% | 22.0 | 33.33% | -16.67% | -33.33% | 0.00% | 3.50% | 26:21 | 20:25 | 20:25 | 28:42 | 29:56 | 29:56 | 09:31 | 07:02 |
 | Monkey King | 3 | 8.11% | 20.3 | 33.33% | -13.73% | -33.33% | 0.00% | 0.00% | 30:28 | 20:43 | 20:43 | 34:17 | 36:23 | 36:23 | 15:40 | 11:36 |
 | Keeper of the Light | 1 | 5.88% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:56 | 54:56 | 54:56 | 54:56 | 54:56 | 54:56 | 00:00 | 00:00 |
 | Puck | 1 | 1.82% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 |
 | Skywrath Mage | 2 | 28.57% | 15.3 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 37:51 | 35:45 | 35:45 | 39:57 | 39:57 | 39:57 | 04:12 | 03:06 |
 | Anti-Mage | 1 | 33.33% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 00:00 | 00:00 |
 | Tidehunter | 1 | 33.33% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:23 | 20:23 | 20:23 | 20:23 | 20:23 | 20:23 | 00:00 | 00:00 |
 | Enigma | 1 | 3.45% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 |
 | Warlock | 2 | 5.88% | 8.5 | 0.00% | -59.38% | 0.00% | 0.00% | 0.00% | 29:58 | 28:36 | 28:36 | 31:19 | 31:19 | 31:19 | 02:43 | 02:00 |
 | Lone Druid | 1 | 16.67% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:36 | 51:36 | 51:36 | 51:36 | 51:36 | 51:36 | 00:00 | 00:00 |
 | Pangolier | 1 | 5.88% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Arc Warden | 1 | 50.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 23:18 | 00:00 | 00:00 |
 | Dragon Knight | 3 | 20.00% | 1.7 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 34:21 | 27:24 | 27:24 | 35:52 | 39:47 | 39:47 | 12:23 | 09:10 |