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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 | |
 | Aether Lens | 545 | 10.77% | 93.2 | 61.28% | +14.67% | -6.13% | +3.43% | 1.02% | 24:46 | 09:48 | 19:12 | 23:16 | 28:32 | 1:06:04 | 06:54 |
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 | |
 | Techies | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 00:00 | 00:00 |
 | Outworld Destroyer | 23 | 35.38% | 98.0 | 78.26% | +28.26% | +5.07% | -28.26% | -3.27% | 27:46 | 12:10 | 20:20 | 29:21 | 30:31 | 56:26 | 10:11 | 07:32 |
 | Tinker | 10 | 83.33% | 95.9 | 70.00% | +70.00% | +30.00% | -20.00% | -20.13% | 23:14 | 19:31 | 22:26 | 23:25 | 24:55 | 25:45 | 02:29 | 01:50 |
 | Bane | 154 | 64.98% | 93.9 | 67.53% | +32.59% | +1.70% | -4.37% | -1.17% | 24:37 | 16:37 | 21:16 | 23:30 | 26:28 | 40:01 | 05:12 | 03:51 |
 | Shadow Demon | 41 | 67.21% | 91.8 | 68.29% | +18.29% | +11.71% | +11.71% | 0.00% | 22:03 | 14:01 | 17:37 | 21:16 | 25:37 | 38:34 | 08:00 | 05:55 |
 | Witch Doctor | 2 | 28.57% | 89.8 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 34:26 | 31:18 | 31:18 | 37:34 | 37:34 | 37:34 | 06:16 | 04:38 |
 | Earthshaker | 10 | 52.63% | 87.8 | 70.00% | +3.33% | +30.00% | -20.00% | -4.00% | 32:29 | 21:10 | 26:15 | 31:11 | 38:45 | 47:19 | 12:30 | 09:15 |
 | Batrider | 20 | 74.07% | 85.7 | 60.00% | +31.43% | +20.00% | -40.00% | -12.16% | 26:22 | 18:52 | 23:21 | 25:08 | 28:17 | 35:13 | 04:56 | 03:39 |
 | Jakiro | 12 | 35.29% | 83.7 | 66.67% | +30.31% | 0.00% | 0.00% | 0.00% | 25:02 | 12:09 | 19:04 | 20:29 | 26:36 | 43:46 | 07:32 | 05:34 |
 | Chaos Knight | 2 | 18.18% | 81.6 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 33:09 | 29:04 | 29:04 | 37:13 | 37:13 | 37:13 | 08:09 | 06:02 |
 | Grimstroke | 64 | 62.75% | 79.6 | 54.69% | +20.48% | +14.06% | -10.94% | -4.62% | 20:33 | 10:08 | 16:44 | 19:43 | 22:09 | 39:12 | 05:25 | 04:00 |
 | Lion | 9 | 10.34% | 77.6 | 77.78% | +29.06% | -27.78% | +22.22% | 0.00% | 31:00 | 20:56 | 24:35 | 31:30 | 35:03 | 42:23 | 10:28 | 07:45 |
 | Hoodwink | 14 | 50.00% | 75.5 | 57.14% | +42.85% | +17.86% | -23.81% | -6.16% | 24:27 | 15:17 | 18:25 | 21:46 | 25:11 | 47:19 | 06:46 | 05:00 |
 | Puck | 6 | 7.41% | 73.5 | 83.33% | +38.00% | +16.67% | +16.67% | 0.00% | 32:00 | 25:25 | 31:37 | 31:42 | 34:54 | 35:55 | 03:17 | 02:25 |
 | Oracle | 8 | 80.00% | 71.4 | 50.00% | -50.00% | +50.00% | 0.00% | -10.24% | 21:29 | 14:16 | 16:51 | 19:42 | 21:44 | 30:40 | 04:53 | 03:37 |
 | Shadow Shaman | 7 | 50.00% | 69.4 | 57.14% | 0.00% | -7.14% | -7.14% | 0.00% | 19:19 | 13:43 | 14:35 | 16:59 | 20:26 | 30:15 | 05:51 | 04:20 |
 | Magnus | 4 | 21.05% | 67.3 | 75.00% | +21.67% | +25.00% | +25.00% | 0.00% | 27:10 | 18:58 | 18:58 | 29:19 | 29:25 | 30:56 | 10:27 | 07:44 |
 | Dark Willow | 5 | 10.20% | 65.3 | 80.00% | +39.09% | +20.00% | +20.00% | 0.00% | 27:39 | 23:59 | 23:59 | 25:47 | 28:11 | 35:00 | 04:12 | 03:06 |
 | Rubick | 57 | 81.43% | 63.3 | 43.86% | -17.68% | -15.29% | +20.43% | 9.12% | 19:05 | 11:48 | 16:07 | 17:24 | 20:02 | 42:14 | 03:55 | 02:54 |
 | Ogre Magi | 23 | 26.14% | 61.2 | 52.17% | +12.17% | +14.50% | +14.50% | 0.00% | 25:35 | 16:42 | 22:59 | 25:35 | 27:45 | 37:34 | 04:46 | 03:31 |
 | Pugna | 5 | 100.00% | 59.2 | 40.00% | +40.00% | +60.00% | -40.00% | -21.58% | 13:54 | 09:48 | 09:48 | 12:55 | 14:26 | 20:24 | 04:38 | 03:25 |
 | Dark Seer | 2 | 5.26% | 57.1 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 22:13 | 11:50 | 11:50 | 32:35 | 32:35 | 32:35 | 20:45 | 15:22 |
 | Disruptor | 8 | 8.60% | 55.1 | 62.50% | +16.62% | -12.50% | +37.50% | 5.66% | 24:09 | 15:49 | 17:02 | 23:01 | 25:52 | 33:02 | 08:50 | 06:32 |
 | Legion Commander | 2 | 4.55% | 53.1 | 100.00% | +59.52% | 0.00% | 0.00% | 0.00% | 34:14 | 23:11 | 23:11 | 45:16 | 45:16 | 45:16 | 22:05 | 16:21 |
 | Queen of Pain | 4 | 2.23% | 51.0 | 75.00% | +25.86% | +25.00% | +25.00% | 0.00% | 33:30 | 30:14 | 30:14 | 30:56 | 35:25 | 37:24 | 05:11 | 03:50 |
 | Venomancer | 1 | 7.69% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 48:07 | 00:00 | 00:00 |
 | Mars | 2 | 1.13% | 46.9 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 37:51 | 32:18 | 32:18 | 43:24 | 43:24 | 43:24 | 11:06 | 08:13 |
 | Phantom Lancer | 9 | 40.91% | 44.9 | 33.33% | -20.52% | +16.67% | -33.33% | -5.78% | 31:02 | 20:40 | 24:10 | 29:34 | 32:49 | 48:52 | 08:39 | 06:24 |
 | Vengeful Spirit | 2 | 28.57% | 42.9 | 50.00% | -30.00% | -50.00% | 0.00% | 0.00% | 33:04 | 25:14 | 25:14 | 40:54 | 40:54 | 40:54 | 15:40 | 11:36 |
 | Death Prophet | 3 | 3.23% | 40.8 | 66.67% | +21.11% | +33.33% | 0.00% | 0.00% | 35:30 | 34:30 | 34:30 | 34:57 | 37:03 | 37:03 | 02:33 | 01:53 |
 | Abaddon | 1 | 2.86% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 29:17 | 00:00 | 00:00 |
 | Leshrac | 1 | 2.78% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Doom | 1 | 2.22% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Void Spirit | 1 | 1.72% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:08 | 51:08 | 51:08 | 51:08 | 51:08 | 51:08 | 00:00 | 00:00 |
 | Pangolier | 1 | 1.43% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |
 | Treant Protector | 1 | 1.33% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Lina | 1 | 1.33% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 00:00 | 00:00 |
 | Monkey King | 1 | 1.18% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Snapfire | 1 | 0.55% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Sand King | 2 | 8.00% | 20.4 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 28:22 | 27:39 | 27:39 | 29:04 | 29:04 | 29:04 | 01:25 | 01:02 |
 | Weaver | 5 | 2.94% | 18.4 | 40.00% | -11.52% | +60.00% | +60.00% | 0.00% | 50:12 | 32:03 | 32:03 | 49:41 | 54:54 | 1:06:04 | 22:51 | 16:55 |
 | Winter Wyvern | 5 | 33.33% | 16.3 | 20.00% | +10.00% | -20.00% | +80.00% | 7.59% | 22:42 | 11:36 | 11:36 | 21:24 | 24:47 | 36:29 | 13:11 | 09:45 |
 | Broodmother | 3 | 10.00% | 14.3 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 22:46 | 21:04 | 21:04 | 22:28 | 24:47 | 24:47 | 03:43 | 02:45 |
 | Beastmaster | 3 | 4.35% | 12.2 | 33.33% | -27.28% | -33.33% | 0.00% | 0.00% | 37:25 | 15:09 | 15:09 | 40:55 | 56:10 | 56:10 | 41:01 | 30:22 |
 | Skywrath Mage | 2 | 22.22% | 10.2 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 23:17 | 15:36 | 15:36 | 30:58 | 30:58 | 30:58 | 15:22 | 11:22 |
 | Tusk | 1 | 2.00% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 1.89% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 |
 | Invoker | 3 | 4.29% | 4.1 | 0.00% | -47.76% | 0.00% | 0.00% | 0.00% | 41:03 | 22:05 | 22:05 | 37:49 | 1:03:14 | 1:03:14 | 41:09 | 30:28 |
 | Luna | 1 | 1.08% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |