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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 | 144 | 21.49% | 84.6 | 54.86% | +12.96% | +6.25% | +3.47% | -0.22% | 31:09 | 15:00 | 24:38 | 30:02 | 37:33 | 55:01 | 09:34 |
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 | |
 | Chaos Knight | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 00:00 | 00:00 |
 | Earthshaker | 1 | 100.00% | 98.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 00:00 | 00:00 |
 | Phantom Assassin | 2 | 66.67% | 96.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:01 | 29:56 | 29:56 | 36:05 | 36:05 | 36:05 | 06:09 | 04:33 |
 | Ursa | 2 | 40.00% | 94.1 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 43:18 | 37:45 | 37:45 | 48:51 | 48:51 | 48:51 | 11:06 | 08:13 |
 | Dark Seer | 3 | 27.27% | 92.2 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 45:17 | 34:00 | 34:00 | 46:51 | 55:01 | 55:01 | 21:01 | 15:34 |
 | Queen of Pain | 3 | 25.00% | 90.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 37:11 | 30:20 | 30:20 | 38:03 | 43:11 | 43:11 | 12:51 | 09:31 |
 | Storm Spirit | 3 | 23.08% | 88.2 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 27:38 | 22:29 | 22:29 | 29:08 | 31:16 | 31:16 | 08:47 | 06:30 |
 | Templar Assassin | 6 | 100.00% | 86.3 | 66.67% | +66.67% | +33.33% | +33.33% | 0.00% | 21:50 | 16:33 | 16:48 | 17:38 | 18:21 | 43:38 | 01:33 | 01:08 |
 | Visage | 3 | 100.00% | 84.3 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 24:29 | 15:51 | 15:51 | 27:33 | 30:04 | 30:04 | 14:13 | 10:31 |
 | Leshrac | 3 | 100.00% | 82.4 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 33:20 | 25:19 | 25:19 | 34:50 | 39:50 | 39:50 | 14:31 | 10:45 |
 | Clockwerk | 3 | 17.65% | 80.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:36 | 16:06 | 16:06 | 18:42 | 30:00 | 30:00 | 13:54 | 10:17 |
 | Pangolier | 6 | 54.55% | 78.4 | 66.67% | +46.67% | +33.33% | +33.33% | 0.00% | 26:47 | 15:49 | 18:01 | 23:24 | 30:02 | 47:35 | 12:01 | 08:54 |
 | Tidehunter | 2 | 18.18% | 76.5 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 33:40 | 31:08 | 31:08 | 36:11 | 36:11 | 36:11 | 05:03 | 03:44 |
 | Sven | 1 | 33.33% | 74.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Faceless Void | 3 | 60.00% | 72.5 | 66.67% | +16.67% | +33.33% | 0.00% | -4.44% | 25:58 | 21:46 | 21:46 | 26:52 | 29:16 | 29:16 | 07:30 | 05:33 |
 | Ember Spirit | 15 | 83.33% | 70.6 | 53.33% | +20.00% | -3.33% | +21.67% | 3.43% | 27:26 | 20:53 | 23:08 | 26:43 | 30:25 | 41:42 | 07:17 | 05:23 |
 | Kunkka | 4 | 100.00% | 68.6 | 50.00% | +50.00% | +50.00% | -50.00% | -26.20% | 23:35 | 15:26 | 15:26 | 18:38 | 19:15 | 40:59 | 03:49 | 02:49 |
 | Slark | 6 | 100.00% | 66.7 | 50.00% | +50.00% | +50.00% | -50.00% | -18.29% | 24:02 | 20:03 | 20:39 | 20:41 | 26:07 | 32:49 | 05:28 | 04:02 |
 | Medusa | 6 | 26.09% | 64.7 | 66.67% | +13.73% | +33.33% | +33.33% | 0.00% | 38:17 | 34:20 | 35:39 | 37:58 | 41:34 | 41:37 | 05:55 | 04:22 |
 | Witch Doctor | 1 | 25.00% | 62.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 25.00% | 60.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Bloodseeker | 4 | 66.67% | 58.8 | 50.00% | +50.00% | +50.00% | -50.00% | -6.12% | 31:00 | 20:05 | 20:05 | 25:45 | 36:25 | 41:43 | 16:20 | 12:05 |
 | Shadow Demon | 3 | 33.33% | 56.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 24:02 | 22:34 | 22:34 | 23:46 | 25:47 | 25:47 | 03:13 | 02:22 |
 | Doom | 3 | 27.27% | 54.9 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 38:00 | 28:29 | 28:29 | 37:33 | 47:59 | 47:59 | 19:30 | 14:26 |
 | Dark Willow | 1 | 16.67% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Naga Siren | 1 | 16.67% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 00:00 | 00:00 |
 | Timbersaw | 8 | 33.33% | 49.0 | 50.00% | -6.25% | 0.00% | 0.00% | 0.00% | 34:36 | 29:10 | 29:52 | 31:41 | 35:51 | 44:12 | 05:59 | 04:25 |
 | Undying | 4 | 28.57% | 47.1 | 50.00% | 0.00% | -50.00% | +50.00% | 14.49% | 27:21 | 22:04 | 22:04 | 22:34 | 28:58 | 35:47 | 06:54 | 05:06 |
 | Keeper of the Light | 1 | 7.14% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 00:00 | 00:00 |
 | Morphling | 5 | 33.33% | 43.1 | 40.00% | +20.00% | -40.00% | +60.00% | 0.00% | 34:12 | 25:10 | 25:10 | 30:20 | 43:10 | 46:03 | 18:00 | 13:20 |
 | Void Spirit | 1 | 5.26% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 00:00 | 00:00 |
 | Alchemist | 3 | 60.00% | 39.2 | 33.33% | -16.67% | +66.67% | 0.00% | -6.27% | 43:45 | 37:25 | 37:25 | 45:48 | 48:03 | 48:03 | 10:38 | 07:52 |
 | Batrider | 1 | 4.17% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 00:00 | 00:00 |
 | Mars | 4 | 66.67% | 35.3 | 25.00% | -25.00% | +75.00% | -25.00% | -21.51% | 26:55 | 22:27 | 22:27 | 26:47 | 27:06 | 31:19 | 04:39 | 03:26 |
 | Techies | 5 | 14.29% | 33.3 | 40.00% | -16.67% | -40.00% | +60.00% | 7.83% | 39:44 | 29:18 | 29:18 | 39:04 | 42:04 | 49:26 | 12:46 | 09:27 |
 | Beastmaster | 3 | 20.00% | 31.4 | 33.33% | -8.34% | -33.33% | 0.00% | 0.00% | 36:32 | 30:26 | 30:26 | 34:02 | 45:09 | 45:09 | 14:43 | 10:54 |
 | Rubick | 3 | 15.79% | 29.4 | 33.33% | -29.17% | -33.33% | 0.00% | 0.00% | 30:23 | 25:39 | 25:39 | 27:15 | 38:16 | 38:16 | 12:37 | 09:20 |
 | Lina | 1 | 100.00% | 27.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 29:58 | 00:00 | 00:00 |
 | Lion | 1 | 33.33% | 25.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 00:00 | 00:00 |
 | Pugna | 3 | 18.75% | 23.5 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 30:45 | 25:44 | 25:44 | 31:10 | 35:20 | 35:20 | 09:36 | 07:06 |
 | Lycan | 1 | 20.00% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 00:00 | 00:00 |
 | Juggernaut | 1 | 12.50% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 00:00 | 00:00 |
 | Phantom Lancer | 2 | 66.67% | 17.6 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 40:48 | 36:38 | 36:38 | 44:57 | 44:57 | 44:57 | 08:19 | 06:09 |
 | Enchantress | 1 | 7.14% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 00:00 | 00:00 |
 | Snapfire | 3 | 20.00% | 13.7 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 30:22 | 23:21 | 23:21 | 28:36 | 39:10 | 39:10 | 15:49 | 11:42 |
 | Underlord | 1 | 9.09% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 00:00 | 00:00 |
 | Treant Protector | 1 | 50.00% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |
 | Oracle | 1 | 12.50% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 3.57% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |
 | Broodmother | 1 | 25.00% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 50.00% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |