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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 | |
 | Boots of Travel | 514 | 6.14% | 71.3 | 57.59% | +8.89% | -1.00% | -4.46% | -0.28% | 38:46 | 12:39 | 32:18 | 37:40 | 44:44 | 1:14:56 | 09:12 |
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 | |
 | Leshrac | 51 | 45.54% | 100.0 | 64.71% | +27.01% | +19.91% | -3.17% | -2.15% | 35:37 | 21:23 | 30:46 | 34:45 | 41:30 | 53:04 | 10:44 | 07:57 |
 | Zeus | 16 | 34.78% | 98.4 | 68.75% | +38.75% | -18.75% | -43.75% | -2.06% | 40:18 | 29:13 | 33:41 | 35:35 | 45:48 | 60:36 | 12:07 | 08:58 |
 | Rubick | 13 | 3.33% | 96.9 | 84.62% | +39.00% | +15.38% | -17.95% | -1.60% | 44:56 | 28:29 | 32:33 | 48:04 | 53:24 | 1:01:31 | 20:51 | 15:26 |
 | Death Prophet | 22 | 11.06% | 95.3 | 68.18% | +17.90% | -1.51% | +11.82% | 1.05% | 36:37 | 15:59 | 31:18 | 33:24 | 44:01 | 56:47 | 12:43 | 09:25 |
 | Bane | 2 | 16.67% | 93.8 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 60:38 | 60:17 | 60:17 | 60:59 | 60:59 | 60:59 | 00:42 | 00:31 |
 | Pudge | 3 | 8.33% | 92.2 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 35:27 | 29:46 | 29:46 | 37:54 | 38:42 | 38:42 | 08:56 | 06:37 |
 | Pugna | 7 | 25.00% | 90.6 | 71.43% | +14.29% | +28.57% | -71.43% | -3.99% | 43:14 | 24:46 | 25:43 | 42:45 | 50:45 | 1:02:49 | 25:02 | 18:32 |
 | Doom | 53 | 29.44% | 89.1 | 54.72% | +12.99% | -0.87% | -8.57% | -1.00% | 36:34 | 15:32 | 32:18 | 35:26 | 39:58 | 55:05 | 07:40 | 05:40 |
 | Nyx Assassin | 2 | 12.50% | 87.5 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 38:55 | 28:31 | 28:31 | 49:18 | 49:18 | 49:18 | 20:47 | 15:23 |
 | Batrider | 67 | 77.01% | 85.9 | 46.27% | +6.27% | -10.98% | -10.98% | 0.00% | 35:42 | 12:39 | 30:02 | 36:34 | 40:14 | 55:17 | 10:12 | 07:33 |
 | Viper | 6 | 26.09% | 84.4 | 66.67% | +7.85% | +33.33% | +33.33% | 0.00% | 26:38 | 12:55 | 19:59 | 26:12 | 33:46 | 40:33 | 13:47 | 10:12 |
 | Skywrath Mage | 3 | 5.00% | 82.8 | 100.00% | +59.65% | 0.00% | 0.00% | 0.00% | 50:45 | 42:54 | 42:54 | 51:35 | 57:45 | 57:45 | 14:51 | 11:00 |
 | Primal Beast | 4 | 2.34% | 81.3 | 100.00% | +53.29% | 0.00% | 0.00% | 0.00% | 39:25 | 33:33 | 33:33 | 37:35 | 39:35 | 46:56 | 06:02 | 04:28 |
 | Beastmaster | 15 | 7.21% | 79.7 | 66.67% | +15.37% | +8.33% | -16.67% | 0.00% | 39:23 | 26:01 | 33:26 | 39:06 | 45:08 | 56:36 | 11:42 | 08:40 |
 | Muerta | 2 | 10.53% | 78.1 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 41:16 | 39:13 | 39:13 | 43:18 | 43:18 | 43:18 | 04:05 | 03:01 |
 | Arc Warden | 1 | 25.00% | 76.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 00:00 | 00:00 |
 | Mirana | 4 | 1.69% | 75.0 | 100.00% | +41.20% | 0.00% | 0.00% | 0.00% | 51:57 | 43:29 | 43:29 | 50:06 | 56:27 | 57:44 | 12:58 | 09:36 |
 | Puck | 18 | 17.82% | 73.4 | 55.56% | +9.78% | +4.44% | -5.56% | -0.69% | 35:23 | 20:14 | 28:09 | 36:56 | 42:39 | 49:43 | 14:30 | 10:44 |
 | Night Stalker | 2 | 7.14% | 71.9 | 100.00% | +57.69% | 0.00% | 0.00% | 0.00% | 43:15 | 39:29 | 39:29 | 47:00 | 47:00 | 47:00 | 07:31 | 05:34 |
 | Legion Commander | 4 | 10.26% | 70.3 | 75.00% | +20.71% | +25.00% | +25.00% | 0.00% | 39:41 | 29:49 | 29:49 | 32:01 | 44:01 | 52:52 | 14:12 | 10:31 |
 | Sand King | 6 | 46.15% | 68.8 | 50.00% | +7.14% | 0.00% | -50.00% | -4.74% | 36:09 | 29:36 | 30:42 | 32:19 | 41:15 | 50:40 | 10:33 | 07:48 |
 | Ember Spirit | 21 | 9.05% | 67.2 | 52.38% | +2.14% | +7.62% | +7.62% | 0.00% | 37:19 | 12:50 | 28:29 | 40:27 | 44:09 | 58:08 | 15:40 | 11:36 |
 | Dragon Knight | 5 | 3.36% | 65.6 | 80.00% | +28.61% | +20.00% | +20.00% | 0.00% | 45:39 | 30:51 | 30:51 | 49:38 | 54:21 | 55:05 | 23:30 | 17:24 |
 | Dark Seer | 2 | 5.26% | 64.1 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 51:23 | 43:18 | 43:18 | 59:28 | 59:28 | 59:28 | 16:10 | 11:58 |
 | Invoker | 32 | 71.11% | 62.5 | 37.50% | +6.73% | -12.50% | -12.50% | 0.00% | 34:07 | 13:06 | 26:15 | 36:15 | 40:23 | 47:39 | 14:08 | 10:28 |
 | Timbersaw | 8 | 8.16% | 60.9 | 62.50% | +13.61% | +37.50% | -12.50% | -3.84% | 42:12 | 30:09 | 33:33 | 39:10 | 46:34 | 60:59 | 13:01 | 09:38 |
 | Tiny | 7 | 2.90% | 59.4 | 71.43% | +22.28% | +28.57% | +28.57% | 0.00% | 51:00 | 32:19 | 42:18 | 54:37 | 57:01 | 1:06:31 | 14:43 | 10:54 |
 | Pangolier | 20 | 9.80% | 57.8 | 50.00% | -4.89% | +10.00% | -10.00% | -2.02% | 40:49 | 32:25 | 35:19 | 39:38 | 45:14 | 50:53 | 09:55 | 07:20 |
 | Meepo | 1 | 14.29% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Keeper of the Light | 25 | 36.76% | 54.7 | 40.00% | -8.84% | +26.67% | -23.33% | -4.88% | 38:22 | 17:55 | 32:28 | 39:09 | 42:43 | 57:11 | 10:15 | 07:35 |
 | Alchemist | 4 | 5.71% | 53.1 | 75.00% | +21.97% | +25.00% | +25.00% | 0.00% | 28:00 | 15:41 | 15:41 | 26:00 | 29:06 | 41:11 | 13:25 | 09:56 |
 | Necrophos | 8 | 57.14% | 51.6 | 37.50% | -12.50% | +62.50% | -37.50% | -9.85% | 36:07 | 26:07 | 28:55 | 36:28 | 39:04 | 47:17 | 10:09 | 07:31 |
 | Lina | 4 | 33.33% | 50.0 | 50.00% | +25.00% | +50.00% | -50.00% | 0.00% | 33:24 | 21:00 | 21:00 | 29:37 | 37:57 | 45:02 | 16:57 | 12:33 |
 | Techies | 5 | 8.93% | 48.4 | 60.00% | +24.71% | +40.00% | -60.00% | 0.00% | 51:19 | 34:26 | 34:26 | 43:21 | 1:01:33 | 1:14:56 | 27:07 | 20:05 |
 | Terrorblade | 2 | 1.82% | 46.9 | 100.00% | +49.07% | 0.00% | 0.00% | 0.00% | 42:09 | 41:37 | 41:37 | 42:40 | 42:40 | 42:40 | 01:03 | 00:46 |
 | Venomancer | 4 | 23.53% | 45.3 | 50.00% | -26.92% | -50.00% | +50.00% | 10.27% | 36:37 | 27:34 | 27:34 | 32:19 | 37:18 | 49:18 | 09:44 | 07:12 |
 | Oracle | 1 | 7.69% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 00:00 | 00:00 |
 | Undying | 2 | 0.96% | 42.2 | 100.00% | +53.62% | 0.00% | 0.00% | 0.00% | 59:10 | 55:29 | 55:29 | 1:02:50 | 1:02:50 | 1:02:50 | 07:21 | 05:26 |
 | Ancient Apparition | 1 | 6.67% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:06 | 1:01:06 | 1:01:06 | 1:01:06 | 1:01:06 | 1:01:06 | 00:00 | 00:00 |
 | Disruptor | 2 | 0.59% | 39.1 | 100.00% | +45.99% | 0.00% | 0.00% | 0.00% | 50:13 | 45:14 | 45:14 | 55:12 | 55:12 | 55:12 | 09:58 | 07:22 |
 | Tidehunter | 3 | 4.69% | 37.5 | 66.67% | +19.13% | +33.33% | 0.00% | 0.00% | 37:55 | 27:03 | 27:03 | 42:39 | 44:03 | 44:03 | 17:00 | 12:35 |
 | Phantom Assassin | 1 | 4.76% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:45 | 46:45 | 46:45 | 46:45 | 46:45 | 46:45 | 00:00 | 00:00 |
 | Snapfire | 8 | 3.48% | 34.4 | 50.00% | +4.05% | +50.00% | 0.00% | 0.00% | 45:51 | 27:09 | 34:49 | 40:35 | 52:06 | 1:14:48 | 17:17 | 12:48 |
 | Treant Protector | 3 | 3.19% | 32.8 | 66.67% | +23.81% | -66.67% | 0.00% | 0.00% | 41:52 | 32:05 | 32:05 | 45:36 | 47:56 | 47:56 | 15:51 | 11:44 |
 | Lich | 1 | 3.13% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 00:00 | 00:00 |
 | Centaur Warrunner | 4 | 6.45% | 29.7 | 50.00% | +1.72% | +50.00% | -50.00% | 0.00% | 45:25 | 33:10 | 33:10 | 46:51 | 48:00 | 53:40 | 14:50 | 10:59 |
 | Tusk | 3 | 1.63% | 28.1 | 66.67% | +18.05% | +33.33% | 0.00% | 0.00% | 50:35 | 42:49 | 42:49 | 47:36 | 1:01:20 | 1:01:20 | 18:31 | 13:42 |
 | Marci | 1 | 1.75% | 26.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 53:09 | 00:00 | 00:00 |
 | Kunkka | 5 | 10.00% | 25.0 | 40.00% | -11.11% | +60.00% | -40.00% | 0.00% | 41:30 | 33:36 | 33:36 | 42:59 | 47:24 | 48:27 | 13:48 | 10:13 |
 | Axe | 3 | 33.33% | 23.4 | 33.33% | -16.67% | -33.33% | 0.00% | 2.18% | 40:56 | 34:48 | 34:48 | 37:54 | 50:06 | 50:06 | 15:18 | 11:20 |
 | Broodmother | 1 | 1.27% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.61% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.43% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 1:02:12 | 00:00 | 00:00 |
 | Jakiro | 7 | 7.87% | 17.2 | 28.57% | -21.43% | -28.57% | -28.57% | 0.00% | 48:22 | 41:23 | 42:14 | 45:51 | 47:22 | 1:02:29 | 05:08 | 03:48 |
 | Lycan | 2 | 2.94% | 15.6 | 50.00% | +6.06% | +50.00% | 0.00% | 0.00% | 43:35 | 28:08 | 28:08 | 59:02 | 59:02 | 59:02 | 30:54 | 22:53 |
 | Enigma | 2 | 2.82% | 14.1 | 50.00% | +0.72% | -50.00% | 0.00% | 0.00% | 33:14 | 31:49 | 31:49 | 34:38 | 34:38 | 34:38 | 02:49 | 02:05 |
 | Void Spirit | 3 | 9.38% | 12.5 | 33.33% | -14.95% | +66.67% | 0.00% | 0.00% | 43:41 | 29:14 | 29:14 | 42:42 | 59:07 | 59:07 | 29:53 | 22:08 |
 | Storm Spirit | 3 | 2.14% | 10.9 | 33.33% | -16.31% | -33.33% | 0.00% | 0.00% | 30:27 | 20:43 | 20:43 | 30:02 | 40:36 | 40:36 | 19:53 | 14:43 |
 | Huskar | 1 | 7.69% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 00:00 | 00:00 |
 | Brewmaster | 1 | 5.56% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:43 | 50:43 | 50:43 | 50:43 | 50:43 | 50:43 | 00:00 | 00:00 |
 | Hoodwink | 1 | 1.16% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 00:00 | 00:00 |
 | Earthshaker | 1 | 2.33% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 00:00 | 00:00 |
 | Visage | 2 | 3.85% | 3.1 | 0.00% | -54.00% | 0.00% | 0.00% | 0.00% | 55:45 | 47:48 | 47:48 | 1:03:41 | 1:03:41 | 1:03:41 | 15:53 | 11:45 |
 | Wraith King | 1 | 3.85% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:30 | 47:30 | 47:30 | 47:30 | 47:30 | 47:30 | 00:00 | 00:00 |