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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 | |
 | Lotus Orb | 485 | 5.75% | 81.9 | 59.18% | +10.57% | -2.16% | -4.63% | -0.20% | 30:43 | 11:08 | 23:56 | 30:29 | 36:03 | 1:05:00 | 08:58 |
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 | |
 | Ogre Magi | 4 | 50.00% | 100.0 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 24:44 | 20:37 | 20:37 | 21:32 | 23:08 | 33:39 | 02:31 | 01:51 |
 | Tusk | 3 | 21.43% | 98.3 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 33:12 | 28:29 | 28:29 | 35:15 | 35:51 | 35:51 | 07:22 | 05:27 |
 | Rubick | 19 | 8.72% | 96.6 | 84.21% | +45.52% | +15.79% | -4.21% | -1.71% | 28:57 | 18:46 | 22:05 | 31:31 | 33:46 | 39:45 | 11:41 | 08:39 |
 | Techies | 66 | 16.30% | 94.8 | 66.67% | +13.87% | -1.96% | -10.42% | -0.75% | 33:21 | 20:22 | 27:30 | 33:21 | 38:44 | 52:56 | 11:14 | 08:19 |
 | Beastmaster | 23 | 10.41% | 93.1 | 73.91% | +12.80% | +9.42% | -7.24% | -1.61% | 30:56 | 14:27 | 24:33 | 30:51 | 34:54 | 52:16 | 10:21 | 07:40 |
 | Venomancer | 17 | 16.19% | 91.4 | 70.59% | +24.00% | +4.41% | +4.41% | 0.00% | 34:59 | 22:47 | 28:42 | 35:07 | 39:07 | 50:11 | 10:25 | 07:42 |
 | Primal Beast | 6 | 13.64% | 89.7 | 83.33% | +22.80% | +16.67% | +16.67% | 0.00% | 21:13 | 14:57 | 15:29 | 15:51 | 26:23 | 30:39 | 10:54 | 08:04 |
 | Omniknight | 2 | 18.18% | 87.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 31:47 | 28:17 | 28:17 | 35:16 | 35:16 | 35:16 | 06:59 | 05:10 |
 | Dark Seer | 12 | 12.37% | 86.2 | 75.00% | +24.41% | -8.33% | -8.33% | 0.00% | 29:43 | 18:09 | 24:37 | 31:44 | 34:03 | 37:48 | 09:26 | 06:59 |
 | Underlord | 31 | 28.97% | 84.5 | 61.29% | +12.61% | +13.71% | +13.71% | 0.00% | 31:55 | 19:41 | 28:04 | 30:58 | 35:20 | 50:55 | 07:16 | 05:22 |
 | Pugna | 17 | 7.98% | 82.8 | 70.59% | +19.06% | -20.59% | +4.41% | 3.13% | 32:35 | 22:26 | 24:52 | 29:36 | 32:51 | 56:41 | 07:59 | 05:54 |
 | Timbersaw | 65 | 33.16% | 81.0 | 50.77% | -5.72% | -0.77% | -13.27% | -1.45% | 22:05 | 11:08 | 16:57 | 20:35 | 25:35 | 43:50 | 08:38 | 06:23 |
 | Clockwerk | 3 | 4.35% | 79.3 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 32:47 | 27:32 | 27:32 | 33:31 | 37:19 | 37:19 | 09:47 | 07:14 |
 | Shadow Demon | 8 | 6.06% | 77.6 | 75.00% | +23.39% | +25.00% | -25.00% | -3.94% | 30:28 | 18:43 | 20:39 | 28:19 | 33:21 | 45:32 | 12:42 | 09:24 |
 | Silencer | 8 | 4.12% | 75.9 | 75.00% | +26.61% | -75.00% | +25.00% | 7.12% | 44:01 | 27:37 | 35:29 | 41:59 | 49:32 | 60:25 | 14:03 | 10:24 |
 | Bounty Hunter | 10 | 13.89% | 74.1 | 60.00% | +7.62% | +40.00% | -10.00% | -6.51% | 36:23 | 20:35 | 31:31 | 37:38 | 39:12 | 50:18 | 07:41 | 05:41 |
 | Keeper of the Light | 24 | 16.90% | 72.4 | 50.00% | -4.24% | +16.67% | 0.00% | -1.15% | 35:13 | 19:44 | 27:52 | 32:38 | 42:24 | 53:39 | 14:32 | 10:45 |
 | Brewmaster | 5 | 25.00% | 70.7 | 60.00% | +20.00% | -60.00% | +40.00% | 19.48% | 27:44 | 22:28 | 22:28 | 27:14 | 27:36 | 37:48 | 05:08 | 03:48 |
 | Visage | 2 | 4.76% | 69.0 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 40:20 | 39:55 | 39:55 | 40:44 | 40:44 | 40:44 | 00:49 | 00:36 |
 | Phoenix | 2 | 4.35% | 67.2 | 100.00% | +56.82% | 0.00% | 0.00% | 0.00% | 25:39 | 21:42 | 21:42 | 29:36 | 29:36 | 29:36 | 07:54 | 05:51 |
 | Earth Spirit | 5 | 14.71% | 65.5 | 60.00% | +11.72% | +40.00% | +40.00% | 0.00% | 30:31 | 25:09 | 25:09 | 25:25 | 37:18 | 39:24 | 12:09 | 09:00 |
 | Batrider | 16 | 5.82% | 63.8 | 50.00% | +1.74% | -25.00% | -25.00% | 0.00% | 27:50 | 11:28 | 21:46 | 28:13 | 33:56 | 48:00 | 12:10 | 09:00 |
 | Alchemist | 2 | 2.15% | 62.1 | 100.00% | +51.65% | 0.00% | 0.00% | 0.00% | 22:51 | 21:22 | 21:22 | 24:19 | 24:19 | 24:19 | 02:57 | 02:11 |
 | Tidehunter | 11 | 15.28% | 60.3 | 45.45% | -8.65% | +21.22% | -12.12% | 0.00% | 27:27 | 14:34 | 22:36 | 25:44 | 32:52 | 37:43 | 10:16 | 07:36 |
 | Undying | 17 | 11.11% | 58.6 | 41.18% | +1.47% | +8.82% | +8.82% | 0.00% | 35:34 | 26:37 | 30:20 | 34:54 | 38:48 | 47:09 | 08:28 | 06:16 |
 | Pangolier | 13 | 5.86% | 56.9 | 46.15% | -4.57% | -46.15% | +20.52% | 14.04% | 23:37 | 17:50 | 19:16 | 22:44 | 24:01 | 33:40 | 04:45 | 03:31 |
 | Death Prophet | 4 | 19.05% | 55.2 | 50.00% | +20.59% | -50.00% | -50.00% | 0.00% | 32:14 | 22:27 | 22:27 | 31:23 | 36:16 | 38:50 | 13:49 | 10:14 |
 | Ancient Apparition | 1 | 6.25% | 53.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 00:00 | 00:00 |
 | Skywrath Mage | 5 | 3.36% | 51.7 | 60.00% | +16.25% | +40.00% | -60.00% | 0.00% | 43:08 | 35:16 | 35:16 | 44:02 | 47:05 | 49:50 | 11:49 | 08:45 |
 | Dark Willow | 3 | 5.08% | 50.0 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 26:19 | 20:45 | 20:45 | 23:15 | 34:58 | 34:58 | 14:13 | 10:31 |
 | Mirana | 17 | 12.14% | 48.3 | 35.29% | -18.37% | +14.71% | +14.71% | 0.00% | 28:39 | 19:03 | 21:10 | 30:37 | 33:30 | 39:21 | 12:20 | 09:08 |
 | Crystal Maiden | 3 | 3.23% | 46.6 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 35:18 | 26:23 | 26:23 | 38:18 | 41:13 | 41:13 | 14:50 | 10:59 |
 | Vengeful Spirit | 1 | 3.33% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:29 | 41:29 | 41:29 | 41:29 | 41:29 | 41:29 | 00:00 | 00:00 |
 | Abaddon | 1 | 2.70% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 00:00 | 00:00 |
 | Io | 2 | 20.00% | 41.4 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 43:27 | 42:11 | 42:11 | 44:43 | 44:43 | 44:43 | 02:32 | 01:52 |
 | Necrophos | 2 | 20.00% | 39.7 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 25:33 | 22:47 | 22:47 | 28:19 | 28:19 | 28:19 | 05:32 | 04:05 |
 | Centaur Warrunner | 3 | 42.86% | 37.9 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 26:41 | 19:06 | 19:06 | 28:59 | 31:59 | 31:59 | 12:53 | 09:32 |
 | Spirit Breaker | 6 | 2.33% | 36.2 | 50.00% | +3.78% | -50.00% | +50.00% | 0.00% | 27:08 | 22:49 | 24:37 | 25:39 | 29:31 | 31:21 | 04:54 | 03:37 |
 | Leshrac | 2 | 14.29% | 34.5 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 21:51 | 21:24 | 21:24 | 22:18 | 22:18 | 22:18 | 00:54 | 00:40 |
 | Disruptor | 1 | 0.84% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 00:00 | 00:00 |
 | Doom | 4 | 1.90% | 31.0 | 50.00% | -2.17% | +50.00% | -50.00% | 0.00% | 25:17 | 18:33 | 18:33 | 23:27 | 26:32 | 32:35 | 07:59 | 05:54 |
 | Chen | 2 | 9.52% | 29.3 | 50.00% | -23.68% | -50.00% | 0.00% | 0.00% | 1:04:21 | 1:03:41 | 1:03:41 | 1:05:00 | 1:05:00 | 1:05:00 | 01:19 | 00:58 |
 | Windranger | 1 | 0.53% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Lich | 5 | 3.76% | 25.9 | 40.00% | -14.69% | -40.00% | +60.00% | 0.00% | 35:41 | 30:47 | 30:47 | 35:09 | 40:06 | 40:58 | 09:19 | 06:54 |
 | Void Spirit | 1 | 0.34% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 44:42 | 00:00 | 00:00 |
 | Snapfire | 7 | 10.29% | 22.4 | 28.57% | -10.77% | +21.43% | +21.43% | 0.00% | 31:08 | 25:57 | 26:08 | 29:10 | 32:21 | 41:59 | 06:13 | 04:36 |
 | Magnus | 6 | 2.38% | 20.7 | 33.33% | -15.45% | +16.67% | -33.33% | 0.00% | 32:11 | 25:03 | 25:07 | 29:06 | 31:56 | 52:13 | 06:49 | 05:02 |
 | Axe | 3 | 7.14% | 19.0 | 33.33% | -23.08% | +66.67% | 0.00% | 0.00% | 38:34 | 32:37 | 32:37 | 33:58 | 49:06 | 49:06 | 16:29 | 12:12 |
 | Bloodseeker | 2 | 1.45% | 17.2 | 50.00% | +6.62% | -50.00% | 0.00% | 0.00% | 37:18 | 34:21 | 34:21 | 40:15 | 40:15 | 40:15 | 05:54 | 04:22 |
 | Mars | 4 | 7.41% | 15.5 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 30:33 | 15:55 | 15:55 | 32:33 | 33:39 | 40:04 | 17:44 | 13:08 |
 | Monkey King | 1 | 0.93% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:33 | 53:33 | 53:33 | 53:33 | 53:33 | 53:33 | 00:00 | 00:00 |
 | Oracle | 1 | 1.01% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Puck | 1 | 1.14% | 10.3 | 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 |
 | Legion Commander | 1 | 1.85% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 00:00 | 00:00 |
 | Enigma | 1 | 2.63% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Jakiro | 1 | 10.00% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 00:00 | 00:00 |
 | Medusa | 1 | 0.52% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 3.85% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 00:00 | 00:00 |