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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 | 348 | 8.47% | 65.0 | 54.89% | +6.71% | -4.32% | +4.88% | 0.64% | 24:59 | 09:04 | 16:53 | 23:01 | 31:17 | 1:03:36 | 10:40 |
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 | 2 | 66.67% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 29:03 | 26:19 | 26:19 | 31:47 | 31:47 | 31:47 | 05:28 | 04:02 |
 | Enigma | 3 | 27.27% | 98.0 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 26:51 | 15:38 | 15:38 | 31:17 | 33:38 | 33:38 | 18:00 | 13:20 |
 | Batrider | 16 | 72.73% | 96.1 | 68.75% | +52.08% | +31.25% | +6.25% | -4.56% | 25:01 | 17:20 | 22:00 | 25:54 | 27:29 | 31:17 | 05:29 | 04:03 |
 | Beastmaster | 15 | 29.41% | 94.1 | 73.33% | +23.33% | +1.67% | -23.33% | -2.99% | 27:29 | 18:49 | 23:01 | 25:32 | 31:22 | 39:50 | 08:21 | 06:11 |
 | Earthshaker | 3 | 75.00% | 92.2 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 40:21 | 27:32 | 27:32 | 45:30 | 48:00 | 48:00 | 20:28 | 15:09 |
 | Lion | 38 | 29.69% | 90.2 | 60.53% | +20.53% | -10.53% | -16.09% | -0.57% | 29:45 | 14:15 | 23:34 | 29:53 | 33:18 | 52:45 | 09:44 | 07:12 |
 | Magnus | 3 | 8.82% | 88.2 | 100.00% | +41.94% | 0.00% | 0.00% | 0.00% | 29:49 | 25:20 | 25:20 | 28:45 | 35:21 | 35:21 | 10:01 | 07:25 |
 | Shadow Shaman | 16 | 88.89% | 86.3 | 50.00% | 0.00% | +25.00% | -25.00% | -23.81% | 16:16 | 13:16 | 13:51 | 15:01 | 15:57 | 32:00 | 02:06 | 01:33 |
 | Lina | 28 | 56.00% | 84.3 | 53.57% | -0.98% | +3.57% | -39.28% | -17.85% | 17:50 | 12:58 | 14:59 | 16:03 | 17:23 | 47:41 | 02:24 | 01:46 |
 | Shadow Demon | 26 | 81.25% | 82.4 | 50.00% | -16.67% | -7.14% | 0.00% | 1.92% | 18:16 | 11:13 | 15:06 | 15:56 | 18:49 | 36:05 | 03:43 | 02:45 |
 | Skywrath Mage | 8 | 38.10% | 80.4 | 62.50% | +39.42% | -12.50% | -12.50% | 0.00% | 28:42 | 17:36 | 19:46 | 23:54 | 35:07 | 41:08 | 15:21 | 11:22 |
 | Grimstroke | 48 | 50.53% | 78.4 | 47.92% | +7.49% | +10.41% | -6.25% | -1.75% | 24:11 | 12:25 | 18:24 | 20:36 | 27:54 | 1:03:36 | 09:30 | 07:02 |
 | Outworld Destroyer | 1 | 25.00% | 76.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 00:00 | 00:00 |
 | Hoodwink | 14 | 56.00% | 74.5 | 50.00% | +4.55% | +25.00% | -16.67% | -4.36% | 23:29 | 17:02 | 19:05 | 19:33 | 28:39 | 33:35 | 09:34 | 07:05 |
 | Leshrac | 3 | 4.05% | 72.5 | 100.00% | +46.48% | 0.00% | 0.00% | 0.00% | 26:34 | 24:36 | 24:36 | 27:30 | 27:35 | 27:35 | 02:59 | 02:12 |
 | Abaddon | 5 | 7.58% | 70.6 | 80.00% | +32.46% | +20.00% | -80.00% | 0.00% | 29:52 | 23:09 | 23:09 | 24:35 | 27:26 | 50:53 | 04:17 | 03:10 |
 | Witch Doctor | 2 | 8.00% | 68.6 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 44:29 | 34:05 | 34:05 | 54:53 | 54:53 | 54:53 | 20:48 | 15:24 |
 | Bane | 1 | 20.00% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 00:00 | 00:00 |
 | Legion Commander | 2 | 5.00% | 64.7 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 47:20 | 42:54 | 42:54 | 51:45 | 51:45 | 51:45 | 08:51 | 06:33 |
 | Ember Spirit | 2 | 5.00% | 62.7 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 39:50 | 35:54 | 35:54 | 43:46 | 43:46 | 43:46 | 07:52 | 05:49 |
 | Oracle | 9 | 16.36% | 60.8 | 55.56% | +16.43% | +44.44% | -5.56% | -5.24% | 23:56 | 17:45 | 19:26 | 21:49 | 28:58 | 33:36 | 09:32 | 07:03 |
 | Void Spirit | 4 | 6.45% | 58.8 | 75.00% | +35.34% | +25.00% | -75.00% | 0.00% | 37:09 | 32:27 | 32:27 | 36:54 | 38:39 | 40:37 | 06:12 | 04:35 |
 | Death Prophet | 2 | 3.51% | 56.9 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 34:10 | 31:18 | 31:18 | 37:01 | 37:01 | 37:01 | 05:43 | 04:14 |
 | Winter Wyvern | 9 | 37.50% | 54.9 | 44.44% | -15.56% | +5.56% | -44.44% | -4.85% | 22:49 | 15:15 | 17:29 | 21:10 | 27:47 | 33:22 | 10:18 | 07:37 |
 | Warlock | 2 | 3.39% | 52.9 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 33:38 | 33:08 | 33:08 | 34:07 | 34:07 | 34:07 | 00:59 | 00:43 |
 | Rubick | 25 | 80.65% | 51.0 | 32.00% | +32.00% | +18.00% | +1.33% | -3.46% | 17:26 | 13:09 | 14:52 | 16:27 | 19:41 | 26:22 | 04:49 | 03:34 |
 | Phantom Lancer | 6 | 25.00% | 49.0 | 50.00% | +5.56% | +50.00% | -50.00% | 0.00% | 29:53 | 22:44 | 24:59 | 26:10 | 32:22 | 46:28 | 07:23 | 05:28 |
 | Nyx Assassin | 2 | 2.56% | 47.1 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 41:55 | 32:24 | 32:24 | 51:25 | 51:25 | 51:25 | 19:01 | 14:05 |
 | Crystal Maiden | 1 | 11.11% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 00:00 | 00:00 |
 | Pugna | 11 | 100.00% | 43.1 | 27.27% | +27.27% | +6.06% | -27.27% | -32.25% | 12:31 | 09:04 | 09:50 | 10:06 | 10:52 | 24:49 | 01:02 | 00:45 |
 | Dark Willow | 12 | 24.49% | 41.2 | 41.67% | -4.28% | -8.34% | -8.34% | 0.00% | 29:59 | 14:18 | 18:48 | 26:13 | 40:20 | 44:58 | 21:32 | 15:57 |
 | Venomancer | 1 | 7.14% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 4.00% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Puck | 3 | 2.88% | 35.3 | 66.67% | +16.17% | +33.33% | 0.00% | 0.00% | 41:42 | 38:28 | 38:28 | 40:09 | 46:28 | 46:28 | 08:00 | 05:55 |
 | Axe | 1 | 2.27% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Doom | 1 | 2.04% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 1.67% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 00:00 | 00:00 |
 | Tusk | 1 | 1.47% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 00:00 | 00:00 |
 | Dazzle | 3 | 27.27% | 25.5 | 33.33% | -29.17% | -33.33% | 0.00% | 0.00% | 31:52 | 27:24 | 27:24 | 27:34 | 40:37 | 40:37 | 13:13 | 09:47 |
 | Invoker | 2 | 5.56% | 23.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 39:31 | 28:06 | 28:06 | 50:56 | 50:56 | 50:56 | 22:50 | 16:54 |
 | Sand King | 2 | 5.41% | 21.6 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 40:54 | 40:28 | 40:28 | 41:20 | 41:20 | 41:20 | 00:52 | 00:38 |
 | Tiny | 2 | 1.46% | 19.6 | 50.00% | +2.59% | -50.00% | 0.00% | 0.00% | 40:56 | 34:40 | 34:40 | 47:11 | 47:11 | 47:11 | 12:31 | 09:16 |
 | Disruptor | 1 | 6.67% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 00:00 | 00:00 |
 | Omniknight | 1 | 14.29% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 00:00 | 00:00 |
 | Tinker | 1 | 33.33% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 00:00 | 00:00 |
 | Snapfire | 1 | 0.68% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 14.29% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |
 | Huskar | 1 | 33.33% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Pudge | 1 | 25.00% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 00:00 | 00:00 |
 | Mirana | 1 | 1.64% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:48 | 50:48 | 50:48 | 50:48 | 50:48 | 50:48 | 00:00 | 00:00 |
 | Zeus | 3 | 100.00% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:57 | 09:41 | 09:41 | 13:55 | 15:14 | 15:14 | 05:33 | 04:06 |