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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 | 254 | 19.24% | 71.2 | 53.94% | +10.72% | +5.44% | -1.56% | -0.55% | 29:59 | 15:00 | 23:24 | 29:22 | 36:06 | 55:01 | 09:24 |
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 | |
 | Earthshaker | 1 | 100.00% | 100.0 | 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 |
 | Lone Druid | 2 | 100.00% | 98.4 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 21:21 | 18:19 | 18:19 | 24:22 | 24:22 | 24:22 | 06:03 | 04:28 |
 | Phantom Assassin | 3 | 75.00% | 96.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 29:56 | 29:56 | 33:52 | 36:05 | 36:05 | 06:09 | 04:33 |
 | Queen of Pain | 4 | 22.22% | 95.2 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 39:23 | 30:20 | 30:20 | 38:03 | 43:11 | 45:59 | 12:51 | 09:31 |
 | Chaos Knight | 5 | 62.50% | 93.5 | 80.00% | +13.33% | -80.00% | +20.00% | 7.58% | 30:10 | 19:20 | 19:20 | 31:00 | 32:32 | 38:35 | 13:12 | 09:46 |
 | Chen | 1 | 50.00% | 91.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 00:00 | 00:00 |
 | Leshrac | 3 | 100.00% | 90.3 | 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 |
 | Ursa | 5 | 45.45% | 88.7 | 80.00% | +46.67% | -80.00% | +20.00% | 0.00% | 33:07 | 19:32 | 19:32 | 34:19 | 37:45 | 48:51 | 18:13 | 13:29 |
 | Templar Assassin | 12 | 75.00% | 87.1 | 66.67% | +41.67% | +33.33% | 0.00% | -13.60% | 20:59 | 16:02 | 16:48 | 18:03 | 19:15 | 43:38 | 02:27 | 01:48 |
 | Dark Seer | 3 | 17.65% | 85.5 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 45:17 | 34:00 | 34:00 | 46:51 | 55:01 | 55:01 | 21:01 | 15:34 |
 | Visage | 6 | 75.00% | 83.9 | 66.67% | +66.67% | +33.33% | +33.33% | 0.00% | 25:19 | 15:51 | 17:43 | 27:33 | 30:04 | 33:06 | 12:21 | 09:08 |
 | Medusa | 8 | 25.81% | 82.3 | 75.00% | +18.48% | +25.00% | +25.00% | 0.00% | 36:26 | 30:35 | 31:17 | 35:39 | 38:31 | 41:37 | 07:14 | 05:21 |
 | Ember Spirit | 25 | 71.43% | 80.6 | 56.00% | +6.00% | -6.00% | +27.33% | 4.23% | 27:46 | 20:53 | 23:26 | 26:43 | 31:19 | 41:42 | 07:53 | 05:50 |
 | Omniknight | 1 | 33.33% | 79.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |
 | Faceless Void | 3 | 60.00% | 77.4 | 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 |
 | Naga Siren | 2 | 16.67% | 75.8 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 26:07 | 22:51 | 22:51 | 29:23 | 29:23 | 29:23 | 06:32 | 04:50 |
 | Shadow Demon | 4 | 33.33% | 74.2 | 75.00% | +37.50% | +25.00% | -75.00% | 0.00% | 22:05 | 16:13 | 16:13 | 22:34 | 23:46 | 25:47 | 07:33 | 05:35 |
 | Alchemist | 6 | 42.86% | 72.6 | 66.67% | +29.17% | +33.33% | -66.67% | -9.62% | 40:03 | 29:41 | 35:24 | 37:25 | 45:48 | 48:03 | 10:24 | 07:42 |
 | Meepo | 2 | 100.00% | 71.0 | 50.00% | +50.00% | +50.00% | 0.00% | -10.24% | 17:34 | 15:07 | 15:07 | 20:00 | 20:00 | 20:00 | 04:53 | 03:37 |
 | Clockwerk | 5 | 16.13% | 69.4 | 80.00% | +26.15% | -80.00% | +20.00% | 6.90% | 26:58 | 15:30 | 15:30 | 18:42 | 30:00 | 54:31 | 14:30 | 10:44 |
 | Tidehunter | 6 | 35.29% | 67.7 | 66.67% | +21.22% | +33.33% | +33.33% | 0.00% | 32:47 | 21:50 | 31:08 | 32:38 | 36:26 | 38:31 | 05:18 | 03:55 |
 | Shadow Fiend | 2 | 12.50% | 66.1 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 36:05 | 35:36 | 35:36 | 36:34 | 36:34 | 36:34 | 00:58 | 00:42 |
 | Timbersaw | 12 | 33.33% | 64.5 | 58.33% | 0.00% | +8.34% | -25.00% | -2.72% | 29:27 | 16:27 | 19:49 | 29:52 | 32:04 | 44:12 | 12:15 | 09:04 |
 | Mars | 8 | 66.67% | 62.9 | 50.00% | 0.00% | +50.00% | -50.00% | -21.51% | 25:38 | 15:14 | 22:27 | 25:41 | 27:06 | 33:57 | 04:39 | 03:26 |
 | Storm Spirit | 4 | 17.39% | 61.3 | 75.00% | +38.16% | +25.00% | -75.00% | 0.00% | 31:40 | 22:29 | 22:29 | 29:08 | 31:16 | 43:45 | 08:47 | 06:30 |
 | Kunkka | 5 | 100.00% | 59.7 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 21:52 | 15:03 | 15:03 | 18:38 | 19:15 | 40:59 | 04:12 | 03:06 |
 | Slark | 11 | 100.00% | 58.1 | 36.36% | +36.36% | +63.64% | -3.03% | -12.27% | 24:47 | 20:03 | 20:41 | 24:01 | 26:07 | 32:49 | 05:26 | 04:01 |
 | Undying | 5 | 25.00% | 56.5 | 60.00% | +26.67% | -60.00% | +40.00% | 7.29% | 29:23 | 22:04 | 22:04 | 28:58 | 35:47 | 37:31 | 13:43 | 10:09 |
 | Doom | 7 | 22.58% | 54.8 | 57.14% | +27.97% | +42.86% | -7.14% | -5.51% | 35:05 | 23:27 | 28:29 | 33:39 | 37:33 | 47:59 | 09:04 | 06:42 |
 | Batrider | 2 | 5.00% | 53.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:56 | 29:31 | 29:31 | 50:21 | 50:21 | 50:21 | 20:50 | 15:25 |
 | Bloodseeker | 11 | 78.57% | 51.6 | 36.36% | +36.36% | +30.31% | -36.36% | -25.16% | 28:31 | 20:05 | 25:45 | 27:14 | 28:24 | 41:43 | 02:39 | 01:57 |
 | Pangolier | 10 | 37.04% | 50.0 | 40.00% | -1.18% | +26.67% | +10.00% | -2.37% | 27:43 | 15:49 | 23:24 | 25:50 | 30:26 | 47:35 | 07:02 | 05:12 |
 | Juggernaut | 4 | 26.67% | 48.4 | 50.00% | +13.64% | -50.00% | -50.00% | 0.00% | 34:48 | 32:52 | 32:52 | 34:16 | 34:42 | 37:20 | 01:50 | 01:21 |
 | Sven | 1 | 8.33% | 46.8 | 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 |
 | Witch Doctor | 2 | 40.00% | 45.2 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 27:52 | 19:28 | 19:28 | 36:16 | 36:16 | 36:16 | 16:48 | 12:26 |
 | Techies | 6 | 10.17% | 43.5 | 50.00% | -2.83% | 0.00% | +50.00% | 8.38% | 39:08 | 29:18 | 36:06 | 38:49 | 42:04 | 49:26 | 05:58 | 04:25 |
 | Monkey King | 1 | 5.88% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 4.35% | 40.3 | 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 |
 | Beastmaster | 4 | 10.81% | 38.7 | 50.00% | -10.61% | -50.00% | -50.00% | 0.00% | 37:20 | 30:26 | 30:26 | 34:02 | 39:42 | 45:09 | 09:16 | 06:51 |
 | Void Spirit | 1 | 2.94% | 37.1 | 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 |
 | Dark Willow | 2 | 22.22% | 35.5 | 50.00% | +35.71% | -50.00% | 0.00% | 0.00% | 22:53 | 17:46 | 17:46 | 28:00 | 28:00 | 28:00 | 10:14 | 07:34 |
 | Morphling | 6 | 28.57% | 33.9 | 33.33% | -6.67% | -33.33% | +66.67% | 0.00% | 31:55 | 20:26 | 25:10 | 26:19 | 43:10 | 46:03 | 18:00 | 13:20 |
 | Snapfire | 6 | 27.27% | 32.3 | 33.33% | -16.67% | +16.67% | -33.33% | -4.17% | 23:30 | 16:06 | 16:36 | 17:09 | 28:36 | 39:10 | 12:00 | 08:53 |
 | Rubick | 6 | 14.29% | 30.6 | 33.33% | -11.11% | -33.33% | -33.33% | 0.00% | 32:46 | 25:39 | 25:52 | 27:15 | 38:16 | 43:42 | 12:24 | 09:11 |
 | Treant Protector | 4 | 44.44% | 29.0 | 25.00% | +5.00% | -25.00% | -25.00% | 0.00% | 23:34 | 15:00 | 15:00 | 23:45 | 24:55 | 30:34 | 09:55 | 07:20 |
 | Oracle | 4 | 17.39% | 27.4 | 25.00% | -17.11% | -25.00% | -25.00% | 0.00% | 34:23 | 26:40 | 26:40 | 29:13 | 37:24 | 44:13 | 10:44 | 07:57 |
 | Venomancer | 1 | 8.33% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 16.67% | 24.2 | 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 |
 | Lina | 1 | 100.00% | 22.6 | 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% | 21.0 | 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 |
 | Lycan | 1 | 20.00% | 19.4 | 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 |
 | Pugna | 4 | 15.38% | 17.7 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 32:17 | 25:44 | 25:44 | 31:10 | 35:20 | 36:52 | 09:36 | 07:06 |
 | Night Stalker | 1 | 100.00% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Underlord | 1 | 5.00% | 14.5 | 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 |
 | Phantom Lancer | 2 | 50.00% | 12.9 | 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 |
 | Invoker | 1 | 33.33% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:14 | 15:14 | 15:14 | 15:14 | 15:14 | 15:14 | 00:00 | 00:00 |
 | Lifestealer | 1 | 33.33% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 00:00 | 00:00 |
 | Legion Commander | 2 | 20.00% | 8.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 44:49 | 42:11 | 42:11 | 47:27 | 47:27 | 47:27 | 05:16 | 03:54 |
 | Spirit Breaker | 1 | 2.33% | 6.5 | 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% | 4.8 | 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 |
 | Enchantress | 1 | 4.76% | 3.2 | 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 |
 | Terrorblade | 2 | 10.00% | 1.6 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 40:28 | 36:12 | 36:12 | 44:43 | 44:43 | 44:43 | 08:31 | 06:18 |