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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 | |
 | Pipe of Insight | 652 | 6.35% | 82.9 | 59.51% | +10.83% | +3.07% | -1.84% | -0.70% | 21:28 | 11:21 | 16:58 | 20:48 | 24:00 | 48:36 | 05:12 |
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 | |
 | Necrophos | 5 | 29.41% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 19:09 | 15:19 | 15:19 | 19:32 | 21:04 | 23:50 | 05:45 | 04:15 |
 | Enigma | 13 | 17.81% | 98.3 | 84.62% | +44.62% | -17.95% | -17.95% | 0.00% | 20:14 | 14:56 | 15:37 | 21:14 | 22:03 | 26:34 | 06:26 | 04:45 |
 | Dawnbreaker | 12 | 21.43% | 96.6 | 83.33% | +33.33% | +16.67% | -16.66% | -5.35% | 20:17 | 15:01 | 16:38 | 19:41 | 22:52 | 26:47 | 06:14 | 04:37 |
 | Witch Doctor | 6 | 37.50% | 94.9 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 26:58 | 16:37 | 18:43 | 26:12 | 32:54 | 36:38 | 14:11 | 10:30 |
 | Venomancer | 10 | 30.30% | 93.2 | 80.00% | +23.48% | -13.33% | +20.00% | 2.70% | 23:06 | 17:27 | 17:40 | 19:23 | 30:01 | 30:48 | 12:21 | 09:08 |
 | Dark Seer | 30 | 48.39% | 91.5 | 70.00% | +26.25% | -7.50% | -27.14% | -3.64% | 19:08 | 13:51 | 15:56 | 17:46 | 21:20 | 30:20 | 05:24 | 04:00 |
 | Beastmaster | 39 | 15.66% | 89.8 | 69.23% | +16.85% | -19.23% | +10.77% | 7.89% | 21:01 | 13:16 | 19:13 | 21:27 | 23:01 | 31:12 | 03:48 | 02:48 |
 | Underlord | 80 | 70.18% | 88.1 | 60.00% | +7.06% | +10.00% | -5.00% | -2.53% | 18:37 | 11:55 | 15:20 | 17:14 | 21:16 | 42:14 | 05:56 | 04:23 |
 | Pudge | 4 | 8.51% | 86.4 | 100.00% | +60.47% | 0.00% | 0.00% | 0.00% | 19:37 | 13:12 | 13:12 | 20:19 | 21:52 | 23:04 | 08:40 | 06:25 |
 | Mirana | 21 | 7.87% | 84.7 | 76.19% | +18.87% | -16.19% | +3.81% | 1.77% | 26:56 | 16:54 | 20:17 | 26:54 | 31:34 | 39:58 | 11:17 | 08:21 |
 | Ogre Magi | 5 | 27.78% | 83.1 | 80.00% | +56.92% | +20.00% | +20.00% | 0.00% | 20:40 | 17:05 | 17:05 | 18:23 | 20:49 | 29:27 | 03:44 | 02:45 |
 | Broodmother | 56 | 68.29% | 81.4 | 53.57% | +18.95% | +10.72% | +3.57% | -1.18% | 19:40 | 13:41 | 16:18 | 19:22 | 22:22 | 33:20 | 06:04 | 04:29 |
 | Bounty Hunter | 21 | 30.88% | 79.7 | 61.90% | +6.58% | -1.90% | +18.10% | 1.92% | 22:01 | 11:53 | 16:58 | 21:53 | 27:24 | 32:10 | 10:26 | 07:43 |
 | Enchantress | 21 | 8.86% | 78.0 | 66.67% | +23.61% | +13.33% | -6.67% | -2.96% | 26:04 | 16:11 | 20:55 | 25:32 | 27:41 | 42:23 | 06:46 | 05:00 |
 | Visage | 29 | 53.70% | 76.3 | 51.72% | +3.72% | +5.42% | -23.15% | -4.42% | 20:40 | 13:00 | 17:11 | 19:45 | 23:39 | 29:29 | 06:28 | 04:47 |
 | Centaur Warrunner | 29 | 42.65% | 74.6 | 51.72% | +10.69% | +5.42% | +5.42% | 0.00% | 22:16 | 13:41 | 19:02 | 22:14 | 24:16 | 34:09 | 05:14 | 03:52 |
 | Death Prophet | 21 | 10.14% | 72.9 | 61.90% | +12.44% | -21.90% | +18.10% | 8.16% | 21:16 | 15:39 | 17:49 | 21:33 | 22:43 | 31:13 | 04:54 | 03:37 |
 | Doom | 42 | 16.67% | 71.2 | 52.38% | +6.19% | -6.93% | -2.38% | 1.05% | 18:43 | 13:16 | 15:56 | 18:02 | 20:16 | 28:32 | 04:20 | 03:12 |
 | Tidehunter | 37 | 52.11% | 69.5 | 45.95% | -4.05% | -1.51% | -1.51% | 0.00% | 19:04 | 11:21 | 14:10 | 17:20 | 22:57 | 38:30 | 08:47 | 06:30 |
 | Chen | 15 | 31.25% | 67.8 | 53.33% | +1.81% | -3.33% | -3.33% | 0.00% | 23:15 | 15:59 | 18:57 | 22:50 | 24:45 | 33:54 | 05:48 | 04:17 |
 | Ancient Apparition | 2 | 8.33% | 66.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:30 | 24:49 | 24:49 | 48:11 | 48:11 | 48:11 | 23:22 | 17:18 |
 | Brewmaster | 18 | 51.43% | 64.4 | 44.44% | +3.26% | -4.44% | -44.44% | -8.92% | 19:02 | 12:34 | 16:38 | 18:03 | 21:07 | 29:07 | 04:29 | 03:19 |
 | Alchemist | 10 | 7.52% | 62.7 | 60.00% | +0.65% | +40.00% | -10.00% | -18.75% | 18:20 | 13:34 | 16:28 | 18:05 | 19:08 | 25:26 | 02:40 | 01:58 |
 | Undying | 7 | 3.18% | 61.0 | 71.43% | +25.89% | +28.57% | +28.57% | 0.00% | 27:15 | 14:38 | 17:27 | 27:59 | 28:19 | 45:21 | 10:52 | 08:02 |
 | Snapfire | 28 | 11.57% | 59.3 | 46.43% | -0.30% | +25.00% | -3.57% | -4.46% | 24:03 | 15:08 | 20:18 | 22:23 | 26:42 | 46:20 | 06:24 | 04:44 |
 | Keeper of the Light | 8 | 5.37% | 57.6 | 62.50% | +10.02% | +37.50% | -12.50% | -22.22% | 23:17 | 19:53 | 22:13 | 23:13 | 24:28 | 25:37 | 02:15 | 01:40 |
 | Bloodseeker | 4 | 5.13% | 55.9 | 75.00% | +22.30% | +25.00% | -75.00% | 0.00% | 21:11 | 18:46 | 18:46 | 18:50 | 19:15 | 27:53 | 00:29 | 00:21 |
 | Lycan | 2 | 2.90% | 54.2 | 100.00% | +58.21% | 0.00% | 0.00% | 0.00% | 27:17 | 23:11 | 23:11 | 31:23 | 31:23 | 31:23 | 08:12 | 06:04 |
 | Slardar | 1 | 11.11% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 00:00 | 00:00 |
 | Magnus | 10 | 31.25% | 50.8 | 40.00% | -10.00% | -6.67% | +10.00% | 2.16% | 21:42 | 14:24 | 15:56 | 21:07 | 23:38 | 34:01 | 07:42 | 05:42 |
 | Clockwerk | 9 | 3.64% | 49.2 | 55.56% | +1.78% | +44.44% | -55.56% | 0.00% | 25:38 | 14:29 | 20:59 | 25:18 | 27:32 | 34:04 | 06:33 | 04:51 |
 | Crystal Maiden | 2 | 1.25% | 47.5 | 100.00% | +49.37% | 0.00% | 0.00% | 0.00% | 31:14 | 27:16 | 27:16 | 35:12 | 35:12 | 35:12 | 07:56 | 05:52 |
 | Axe | 1 | 6.25% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 00:00 | 00:00 |
 | Batrider | 3 | 2.91% | 44.1 | 66.67% | +24.67% | +33.33% | 0.00% | 0.00% | 17:52 | 15:14 | 15:14 | 19:03 | 19:20 | 19:20 | 04:06 | 03:02 |
 | Elder Titan | 1 | 3.03% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 00:00 | 00:00 |
 | Leshrac | 3 | 2.36% | 40.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 22:23 | 19:58 | 19:58 | 21:28 | 25:42 | 25:42 | 05:44 | 04:14 |
 | Nyx Assassin | 1 | 2.86% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 2.63% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 00:00 | 00:00 |
 | Legion Commander | 1 | 2.04% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Pangolier | 3 | 1.24% | 33.9 | 66.67% | +10.79% | -66.67% | 0.00% | 0.00% | 26:13 | 22:14 | 22:14 | 27:46 | 28:38 | 28:38 | 06:24 | 04:44 |
 | Pugna | 1 | 1.69% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 |
 | Timbersaw | 8 | 7.02% | 30.5 | 37.50% | -10.61% | +12.50% | +12.50% | 0.00% | 22:23 | 16:27 | 18:26 | 19:11 | 21:59 | 38:23 | 03:33 | 02:37 |
 | Abaddon | 1 | 1.49% | 28.8 | 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 |
 | Disruptor | 3 | 0.76% | 27.1 | 66.67% | +13.49% | +33.33% | 0.00% | 0.00% | 31:51 | 27:05 | 27:05 | 33:46 | 34:43 | 34:43 | 07:38 | 05:39 |
 | Io | 1 | 1.16% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 00:00 | 00:00 |
 | Tusk | 1 | 0.52% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Phoenix | 6 | 6.90% | 22.0 | 33.33% | -12.35% | -33.33% | +66.67% | 20.41% | 22:11 | 17:09 | 19:22 | 22:41 | 24:16 | 26:55 | 04:54 | 03:37 |
 | Primal Beast | 5 | 2.78% | 20.3 | 40.00% | -7.43% | +60.00% | +60.00% | 0.00% | 21:24 | 15:24 | 15:24 | 22:25 | 25:02 | 25:09 | 09:38 | 07:08 |
 | Sand King | 3 | 16.67% | 18.6 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 24:43 | 22:30 | 22:30 | 25:31 | 26:09 | 26:09 | 03:39 | 02:42 |
 | Silencer | 2 | 1.63% | 16.9 | 50.00% | -2.89% | -50.00% | 0.00% | 0.00% | 46:41 | 44:45 | 44:45 | 48:36 | 48:36 | 48:36 | 03:51 | 02:51 |
 | Bristleback | 1 | 11.11% | 15.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 |
 | Omniknight | 1 | 8.33% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 00:00 | 00:00 |
 | Viper | 1 | 3.45% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 00:00 | 00:00 |
 | Weaver | 1 | 6.67% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 1.96% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Night Stalker | 1 | 3.23% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 00:00 | 00:00 |
 | Monkey King | 2 | 1.00% | 5.1 | 0.00% | -59.09% | 0.00% | 0.00% | 0.00% | 25:47 | 24:29 | 24:29 | 27:04 | 27:04 | 27:04 | 02:35 | 01:54 |
 | Techies | 1 | 1.16% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 00:00 | 00:00 |
 | Treant Protector | 1 | 1.06% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |