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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 | 155 | 16.49% | 73.7 | 53.55% | +9.07% | -15.09% | +10.55% | 2.68% | 29:14 | 13:46 | 23:38 | 28:54 | 33:13 | 53:38 | 07:05 |
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 | |
 | Medusa | 3 | 33.33% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:11 | 27:23 | 27:23 | 29:38 | 30:33 | 30:33 | 03:10 | 02:20 |
 | Lycan | 2 | 40.00% | 97.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 28:22 | 23:36 | 23:36 | 33:08 | 33:08 | 33:08 | 09:32 | 07:03 |
 | Broodmother | 2 | 33.33% | 95.7 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 16:11 | 15:49 | 15:49 | 16:32 | 16:32 | 16:32 | 00:43 | 00:31 |
 | Storm Spirit | 6 | 31.58% | 93.5 | 83.33% | +14.10% | +16.67% | -83.33% | 0.00% | 36:15 | 29:10 | 31:39 | 32:31 | 35:32 | 53:38 | 03:53 | 02:52 |
 | Outworld Destroyer | 4 | 57.14% | 91.3 | 75.00% | +41.67% | +25.00% | -75.00% | -10.33% | 32:36 | 22:50 | 22:50 | 25:44 | 32:31 | 49:19 | 09:41 | 07:10 |
 | Razor | 3 | 16.67% | 89.1 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 37:41 | 30:04 | 30:04 | 35:35 | 47:25 | 47:25 | 17:21 | 12:51 |
 | Ember Spirit | 10 | 52.63% | 87.0 | 70.00% | +36.67% | +30.00% | -20.00% | -8.90% | 30:47 | 25:35 | 28:14 | 30:03 | 33:51 | 37:15 | 05:37 | 04:09 |
 | Venomancer | 3 | 75.00% | 84.8 | 66.67% | -33.33% | +33.33% | 0.00% | -2.74% | 33:40 | 27:40 | 27:40 | 33:28 | 39:51 | 39:51 | 12:11 | 09:01 |
 | Void Spirit | 9 | 100.00% | 82.6 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 27:20 | 21:39 | 22:37 | 27:56 | 29:08 | 35:13 | 06:31 | 04:49 |
 | Disruptor | 7 | 38.89% | 80.4 | 71.43% | +25.98% | -21.43% | -21.43% | 0.00% | 33:39 | 24:08 | 29:56 | 33:47 | 33:52 | 46:43 | 03:56 | 02:54 |
 | Phantom Assassin | 4 | 25.00% | 78.3 | 75.00% | +41.67% | -75.00% | +25.00% | 0.00% | 33:17 | 27:04 | 27:04 | 33:41 | 35:34 | 36:47 | 08:30 | 06:17 |
 | Mirana | 2 | 12.50% | 76.1 | 100.00% | +21.43% | 0.00% | 0.00% | 0.00% | 27:49 | 23:19 | 23:19 | 32:19 | 32:19 | 32:19 | 09:00 | 06:40 |
 | Puck | 5 | 50.00% | 73.9 | 60.00% | +20.00% | +40.00% | -60.00% | -8.21% | 32:17 | 23:18 | 23:18 | 32:11 | 35:29 | 39:46 | 12:11 | 09:01 |
 | Grimstroke | 2 | 11.11% | 71.7 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 23:35 | 21:28 | 21:28 | 25:42 | 25:42 | 25:42 | 04:14 | 03:08 |
 | Ursa | 1 | 25.00% | 69.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:43 | 24:43 | 24:43 | 24:43 | 24:43 | 24:43 | 00:00 | 00:00 |
 | Slardar | 1 | 25.00% | 67.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 00:00 | 00:00 |
 | Brewmaster | 7 | 100.00% | 65.2 | 42.86% | +42.86% | +7.14% | +57.14% | 9.04% | 25:30 | 18:47 | 21:52 | 24:21 | 27:24 | 33:48 | 05:32 | 04:05 |
 | Clockwerk | 1 | 20.00% | 63.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Snapfire | 4 | 11.76% | 60.9 | 75.00% | +35.00% | -75.00% | +25.00% | 0.00% | 28:20 | 16:17 | 16:17 | 31:19 | 32:45 | 32:59 | 16:28 | 12:11 |
 | Juggernaut | 2 | 66.67% | 58.7 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 30:42 | 28:36 | 28:36 | 32:48 | 32:48 | 32:48 | 04:12 | 03:06 |
 | Gyrocopter | 2 | 66.67% | 56.5 | 50.00% | -50.00% | -50.00% | 0.00% | 38.46% | 14:25 | 13:46 | 13:46 | 15:04 | 15:04 | 15:04 | 01:18 | 00:57 |
 | Tusk | 3 | 21.43% | 54.3 | 66.67% | +21.22% | -66.67% | 0.00% | 2.93% | 31:53 | 22:15 | 22:15 | 28:25 | 45:00 | 45:00 | 22:45 | 16:51 |
 | Jakiro | 3 | 21.43% | 52.2 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 30:33 | 24:29 | 24:29 | 33:13 | 33:56 | 33:56 | 09:27 | 07:00 |
 | Tidehunter | 9 | 37.50% | 50.0 | 44.44% | -8.89% | +5.56% | +5.56% | 0.00% | 23:27 | 20:14 | 20:20 | 22:22 | 25:42 | 29:55 | 05:22 | 03:58 |
 | Kunkka | 3 | 11.54% | 47.8 | 66.67% | +27.54% | +33.33% | 0.00% | 0.00% | 31:55 | 27:16 | 27:16 | 28:08 | 40:22 | 40:22 | 13:06 | 09:42 |
 | Legion Commander | 1 | 8.33% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Terrorblade | 1 | 8.33% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |
 | Sand King | 2 | 40.00% | 41.3 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 33:24 | 20:36 | 20:36 | 46:12 | 46:12 | 46:12 | 25:36 | 18:57 |
 | Dark Seer | 5 | 41.67% | 39.1 | 40.00% | -2.86% | -40.00% | +60.00% | 12.00% | 22:40 | 17:33 | 17:33 | 20:40 | 25:53 | 31:01 | 08:20 | 06:10 |
 | Pangolier | 1 | 7.14% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Naga Siren | 3 | 60.00% | 34.8 | 33.33% | -16.67% | +66.67% | 0.00% | -2.88% | 29:02 | 18:38 | 18:38 | 26:43 | 41:45 | 41:45 | 23:07 | 17:07 |
 | Spirit Breaker | 8 | 57.14% | 32.6 | 25.00% | -41.67% | -25.00% | -25.00% | 0.00% | 30:54 | 24:31 | 28:12 | 30:17 | 32:56 | 35:05 | 04:44 | 03:30 |
 | Bane | 1 | 2.44% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:41 | 40:41 | 40:41 | 40:41 | 40:41 | 40:41 | 00:00 | 00:00 |
 | Templar Assassin | 6 | 21.43% | 28.3 | 33.33% | -34.85% | +16.67% | +66.67% | 0.00% | 26:13 | 19:38 | 23:00 | 24:31 | 28:41 | 36:35 | 05:41 | 04:12 |
 | Morphling | 3 | 30.00% | 26.1 | 33.33% | +19.04% | -33.33% | 0.00% | 0.00% | 28:11 | 22:21 | 22:21 | 23:29 | 38:43 | 38:43 | 16:22 | 12:07 |
 | Weaver | 10 | 25.64% | 23.9 | 20.00% | -31.72% | +13.33% | +30.00% | 2.09% | 29:06 | 20:36 | 23:54 | 28:54 | 31:53 | 39:36 | 07:59 | 05:54 |
 | Mars | 1 | 3.23% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Bristleback | 1 | 100.00% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |
 | Hoodwink | 2 | 50.00% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:37 | 35:55 | 35:55 | 43:18 | 43:18 | 43:18 | 07:23 | 05:28 |
 | Centaur Warrunner | 1 | 33.33% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 00:00 | 00:00 |
 | Troll Warlord | 1 | 8.33% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 16.67% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Shadow Demon | 2 | 11.76% | 8.7 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:06 | 25:06 | 25:20 | 25:20 | 25:20 | 00:14 | 00:10 |
 | Invoker | 5 | 41.67% | 6.5 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 23:34 | 21:43 | 21:43 | 23:32 | 23:38 | 27:11 | 01:55 | 01:25 |
 | Dawnbreaker | 1 | 100.00% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 100.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 00:00 | 00:00 |