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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 Shard | 275 | 29.26% | 83.3 | 53.82% | +16.07% | -0.20% | -1.65% | -0.18% | 27:49 | 20:00 | 22:52 | 25:54 | 31:05 | 55:05 | 06:05 |
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 | |
 | Windranger | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 00:00 | 00:00 |
 | Medusa | 3 | 33.33% | 98.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:57 | 31:05 | 31:05 | 32:20 | 41:26 | 41:26 | 10:21 | 07:40 |
 | Clockwerk | 2 | 40.00% | 96.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 28:47 | 21:42 | 21:42 | 35:51 | 35:51 | 35:51 | 14:09 | 10:28 |
 | Io | 10 | 55.56% | 95.3 | 80.00% | +17.50% | -13.33% | +20.00% | 4.75% | 26:10 | 21:09 | 22:52 | 23:51 | 29:53 | 36:06 | 07:01 | 05:11 |
 | Phoenix | 3 | 100.00% | 93.8 | 66.67% | +66.67% | +33.33% | 0.00% | -6.29% | 22:21 | 20:00 | 20:00 | 21:46 | 25:18 | 25:18 | 05:18 | 03:55 |
 | Shadow Shaman | 5 | 50.00% | 92.2 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 26:25 | 21:44 | 21:44 | 24:15 | 31:25 | 32:13 | 09:41 | 07:10 |
 | Beastmaster | 8 | 50.00% | 90.6 | 75.00% | +12.50% | -25.00% | -25.00% | 0.00% | 25:30 | 20:12 | 21:37 | 22:38 | 24:08 | 35:44 | 02:31 | 01:51 |
 | Ogre Magi | 5 | 38.46% | 89.1 | 80.00% | +42.50% | +20.00% | -80.00% | -11.15% | 29:15 | 23:03 | 23:03 | 30:38 | 32:01 | 32:59 | 08:58 | 06:38 |
 | Storm Spirit | 3 | 15.79% | 87.5 | 100.00% | +31.25% | 0.00% | 0.00% | 0.00% | 38:17 | 31:39 | 31:39 | 37:53 | 45:20 | 45:20 | 13:41 | 10:08 |
 | Earthshaker | 3 | 75.00% | 85.9 | 66.67% | -33.33% | -66.67% | 0.00% | 6.78% | 24:43 | 20:22 | 20:22 | 23:35 | 30:12 | 30:12 | 09:50 | 07:17 |
 | Grimstroke | 14 | 77.78% | 84.4 | 57.14% | -42.86% | +17.86% | +42.86% | 2.84% | 24:46 | 20:00 | 20:12 | 22:21 | 29:00 | 34:35 | 08:48 | 06:31 |
 | Queen of Pain | 29 | 80.56% | 82.8 | 55.17% | +12.31% | +1.97% | -40.88% | -6.40% | 24:12 | 20:00 | 20:27 | 24:13 | 27:09 | 31:24 | 06:42 | 04:57 |
 | Gyrocopter | 1 | 33.33% | 81.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Sand King | 3 | 60.00% | 79.7 | 66.67% | +16.67% | +33.33% | 0.00% | -1.34% | 37:55 | 23:24 | 23:24 | 42:08 | 48:13 | 48:13 | 24:49 | 18:22 |
 | Dark Seer | 9 | 75.00% | 78.1 | 55.56% | +55.56% | +44.44% | -5.56% | -10.20% | 26:58 | 22:07 | 24:03 | 25:47 | 28:57 | 33:49 | 04:54 | 03:37 |
 | Ember Spirit | 8 | 42.11% | 76.6 | 62.50% | +17.05% | -12.50% | -12.50% | 0.00% | 31:05 | 24:45 | 25:44 | 28:09 | 31:51 | 42:01 | 06:07 | 04:31 |
 | Chaos Knight | 3 | 50.00% | 75.0 | 66.67% | +33.34% | +33.33% | 0.00% | -1.91% | 33:08 | 21:37 | 21:37 | 38:44 | 39:02 | 39:02 | 17:25 | 12:54 |
 | Void Spirit | 5 | 55.56% | 73.4 | 60.00% | +10.00% | -60.00% | +40.00% | 0.00% | 27:54 | 21:22 | 21:22 | 24:49 | 32:49 | 35:58 | 11:27 | 08:28 |
 | Shadow Demon | 2 | 11.76% | 71.9 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 28:02 | 25:35 | 25:35 | 30:29 | 30:29 | 30:29 | 04:54 | 03:37 |
 | Legion Commander | 11 | 91.67% | 70.3 | 45.45% | +45.45% | -12.12% | +21.22% | 19.23% | 22:10 | 20:00 | 20:04 | 20:58 | 21:48 | 29:52 | 01:44 | 01:17 |
 | Ursa | 1 | 25.00% | 68.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Venomancer | 1 | 25.00% | 67.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 00:00 | 00:00 |
 | Pangolier | 11 | 78.57% | 65.6 | 45.45% | +12.12% | -12.12% | +21.22% | 13.70% | 23:22 | 20:22 | 22:05 | 23:44 | 24:31 | 27:29 | 02:26 | 01:48 |
 | Luna | 8 | 61.54% | 64.1 | 50.00% | -10.00% | +50.00% | -50.00% | -21.35% | 28:24 | 24:10 | 25:22 | 27:25 | 30:03 | 32:57 | 04:41 | 03:28 |
 | Mars | 11 | 35.48% | 62.5 | 54.55% | +9.55% | +12.12% | -21.22% | -6.62% | 32:57 | 23:54 | 27:28 | 29:48 | 32:30 | 45:58 | 05:02 | 03:43 |
 | Tidehunter | 2 | 8.33% | 60.9 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 31:48 | 31:02 | 31:02 | 32:33 | 32:33 | 32:33 | 01:31 | 01:07 |
 | Snapfire | 24 | 70.59% | 59.4 | 41.67% | -8.33% | +8.33% | -8.34% | -1.53% | 28:54 | 20:02 | 23:07 | 27:35 | 34:00 | 41:13 | 10:53 | 08:03 |
 | Night Stalker | 1 | 20.00% | 57.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:36 | 50:36 | 50:36 | 50:36 | 50:36 | 50:36 | 00:00 | 00:00 |
 | Lycan | 1 | 20.00% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Abaddon | 1 | 20.00% | 54.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Dark Willow | 1 | 20.00% | 53.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:31 | 25:31 | 25:31 | 25:31 | 25:31 | 25:31 | 00:00 | 00:00 |
 | Rubick | 6 | 50.00% | 51.6 | 50.00% | +16.67% | 0.00% | -50.00% | 0.00% | 26:33 | 23:06 | 24:47 | 25:11 | 27:23 | 31:43 | 02:36 | 01:55 |
 | Disruptor | 5 | 27.78% | 50.0 | 60.00% | +6.15% | +40.00% | +40.00% | 0.00% | 24:29 | 20:42 | 20:42 | 25:12 | 25:29 | 26:58 | 04:47 | 03:32 |
 | Drow Ranger | 2 | 66.67% | 48.4 | 50.00% | -50.00% | +50.00% | 0.00% | -4.51% | 25:42 | 20:09 | 20:09 | 31:14 | 31:14 | 31:14 | 11:05 | 08:12 |
 | Earth Spirit | 1 | 16.67% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 00:00 | 00:00 |
 | Viper | 1 | 16.67% | 45.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 00:00 | 00:00 |
 | Batrider | 6 | 100.00% | 43.8 | 33.33% | +33.33% | +16.67% | -33.33% | -41.67% | 21:48 | 21:10 | 21:12 | 21:13 | 22:24 | 23:19 | 01:12 | 00:53 |
 | Templar Assassin | 11 | 39.29% | 42.2 | 45.45% | -25.14% | -12.12% | +21.22% | 3.73% | 28:10 | 20:54 | 22:25 | 29:09 | 31:21 | 37:27 | 08:56 | 06:37 |
 | Phantom Assassin | 7 | 43.75% | 40.6 | 42.86% | -1.58% | -42.86% | +7.14% | 0.00% | 26:59 | 23:02 | 24:07 | 25:50 | 27:17 | 32:43 | 03:10 | 02:20 |
 | Treant Protector | 1 | 9.09% | 39.1 | 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 |
 | Tusk | 1 | 7.14% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 00:00 | 00:00 |
 | Weaver | 3 | 7.69% | 35.9 | 66.67% | +25.00% | +33.33% | 0.00% | 0.00% | 30:32 | 29:29 | 29:29 | 29:46 | 32:21 | 32:21 | 02:52 | 02:07 |
 | Phantom Lancer | 4 | 80.00% | 34.4 | 25.00% | -75.00% | -25.00% | +75.00% | 27.03% | 27:43 | 20:38 | 20:38 | 23:07 | 24:20 | 42:48 | 03:42 | 02:44 |
 | Wraith King | 1 | 4.17% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 00:00 | 00:00 |
 | Broodmother | 4 | 66.67% | 31.3 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 23:44 | 20:15 | 20:15 | 23:16 | 24:56 | 26:30 | 04:41 | 03:28 |
 | Faceless Void | 3 | 42.86% | 29.7 | 33.33% | -16.67% | +66.67% | 0.00% | -11.98% | 28:08 | 24:55 | 24:55 | 29:01 | 30:29 | 30:29 | 05:34 | 04:07 |
 | Timbersaw | 2 | 18.18% | 28.1 | 50.00% | +38.89% | +50.00% | 0.00% | 0.00% | 30:10 | 24:16 | 24:16 | 36:03 | 36:03 | 36:03 | 11:47 | 08:43 |
 | Spirit Breaker | 2 | 14.29% | 26.6 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 26:33 | 25:47 | 25:47 | 27:18 | 27:18 | 27:18 | 01:31 | 01:07 |
 | Jakiro | 3 | 21.43% | 25.0 | 33.33% | -21.22% | +66.67% | 0.00% | 0.00% | 30:46 | 27:09 | 27:09 | 32:22 | 32:46 | 32:46 | 05:37 | 04:09 |
 | Death Prophet | 3 | 18.75% | 23.4 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 32:21 | 20:02 | 20:02 | 35:29 | 41:32 | 41:32 | 21:30 | 15:55 |
 | Kunkka | 3 | 11.54% | 21.9 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 40:09 | 30:59 | 30:59 | 37:49 | 51:39 | 51:39 | 20:40 | 15:18 |
 | Naga Siren | 1 | 20.00% | 20.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:05 | 55:05 | 55:05 | 55:05 | 55:05 | 55:05 | 00:00 | 00:00 |
 | Ancient Apparition | 2 | 66.67% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 20:34 | 20:34 | 35:16 | 35:16 | 35:16 | 14:42 | 10:53 |
 | Tiny | 2 | 66.67% | 17.2 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 34:02 | 24:20 | 24:20 | 43:43 | 43:43 | 43:43 | 19:23 | 14:21 |
 | Chen | 1 | 33.33% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:54 | 23:54 | 23:54 | 23:54 | 23:54 | 23:54 | 00:00 | 00:00 |
 | Underlord | 1 | 20.00% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 00:00 | 00:00 |
 | Lone Druid | 1 | 100.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 00:00 | 00:00 |
 | Invoker | 1 | 8.33% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 00:00 | 00:00 |
 | Juggernaut | 1 | 33.33% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Leshrac | 1 | 10.00% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Mirana | 1 | 6.25% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 00:00 | 00:00 |
 | Doom | 2 | 100.00% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:44 | 24:04 | 24:04 | 31:24 | 31:24 | 31:24 | 07:20 | 05:25 |
 | Outworld Destroyer | 1 | 14.29% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 100.00% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 00:00 | 00:00 |