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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 | 630 | 6.13% | 80.6 | 59.37% | +10.79% | +1.39% | -3.96% | -0.45% | 38:33 | 12:39 | 32:19 | 37:35 | 44:15 | 1:14:56 | 08:50 |
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 | |
 | Skywrath Mage | 8 | 8.33% | 100.0 | 100.00% | +60.23% | 0.00% | 0.00% | 0.00% | 43:32 | 23:48 | 35:33 | 42:54 | 51:35 | 57:45 | 16:02 | 11:52 |
 | Leshrac | 58 | 45.67% | 98.6 | 67.24% | +31.01% | +19.43% | -10.10% | -2.87% | 35:26 | 21:08 | 30:46 | 34:45 | 41:03 | 53:04 | 10:17 | 07:37 |
 | Rubick | 19 | 4.10% | 97.3 | 84.21% | +38.71% | +15.79% | -4.21% | -1.19% | 45:46 | 28:29 | 33:31 | 47:04 | 50:23 | 1:06:33 | 16:52 | 12:29 |
 | Viper | 11 | 37.93% | 95.9 | 72.73% | +17.17% | +27.27% | +27.27% | 0.00% | 30:15 | 12:55 | 21:08 | 28:35 | 35:30 | 46:04 | 14:22 | 10:38 |
 | Zeus | 16 | 34.78% | 94.5 | 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 |
 | Bane | 2 | 16.67% | 93.2 | 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 |
 | Death Prophet | 22 | 10.63% | 91.8 | 68.18% | +19.53% | -1.51% | +11.82% | 1.05% | 36:37 | 15:59 | 31:18 | 33:24 | 44:01 | 56:47 | 12:43 | 09:25 |
 | Puck | 22 | 20.37% | 90.4 | 63.64% | +19.45% | +3.03% | -23.64% | -2.24% | 35:05 | 20:14 | 28:09 | 36:56 | 40:03 | 49:43 | 11:54 | 08:48 |
 | Doom | 73 | 28.97% | 89.0 | 56.16% | +12.58% | +4.95% | -11.72% | -1.90% | 36:02 | 15:32 | 31:12 | 35:20 | 39:58 | 55:05 | 08:46 | 06:29 |
 | Pugna | 8 | 13.56% | 87.7 | 75.00% | +20.10% | +25.00% | -75.00% | -3.99% | 43:08 | 24:46 | 25:43 | 42:24 | 50:45 | 1:02:49 | 25:02 | 18:32 |
 | Pudge | 3 | 6.38% | 86.3 | 100.00% | +59.09% | 0.00% | 0.00% | 0.00% | 35:27 | 29:46 | 29:46 | 37:54 | 38:42 | 38:42 | 08:56 | 06:37 |
 | Primal Beast | 4 | 2.22% | 84.9 | 100.00% | +53.98% | 0.00% | 0.00% | 0.00% | 39:25 | 33:33 | 33:33 | 37:35 | 39:35 | 46:56 | 06:02 | 04:28 |
 | Beastmaster | 15 | 6.02% | 83.6 | 66.67% | +12.40% | +8.33% | -16.67% | 0.00% | 39:23 | 26:01 | 33:26 | 39:06 | 45:08 | 56:36 | 11:42 | 08:40 |
 | Axe | 7 | 43.75% | 82.2 | 57.14% | +12.70% | +42.86% | -7.14% | -12.40% | 38:19 | 27:45 | 33:52 | 37:45 | 37:54 | 50:06 | 04:02 | 02:59 |
 | Batrider | 77 | 74.76% | 80.8 | 44.16% | +5.70% | -7.32% | -7.32% | 0.00% | 35:39 | 12:39 | 29:59 | 36:59 | 41:03 | 55:17 | 11:04 | 08:11 |
 | Alchemist | 10 | 7.52% | 79.5 | 70.00% | +11.46% | -3.33% | -20.00% | -1.21% | 32:09 | 15:41 | 26:35 | 29:06 | 40:24 | 42:57 | 13:49 | 10:14 |
 | Pangolier | 24 | 9.96% | 78.1 | 58.33% | +2.57% | +8.34% | -8.33% | -1.68% | 40:50 | 32:25 | 35:19 | 39:34 | 45:14 | 55:50 | 09:55 | 07:20 |
 | Mirana | 4 | 1.50% | 76.7 | 100.00% | +41.83% | 0.00% | 0.00% | 0.00% | 51:57 | 43:29 | 43:29 | 50:06 | 56:27 | 57:44 | 12:58 | 09:36 |
 | Arc Warden | 1 | 20.00% | 75.3 | 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 |
 | Night Stalker | 2 | 6.45% | 74.0 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 43:15 | 39:29 | 39:29 | 47:00 | 47:00 | 47:00 | 07:31 | 05:34 |
 | Nyx Assassin | 2 | 5.71% | 72.6 | 100.00% | +69.70% | 0.00% | 0.00% | 0.00% | 38:55 | 28:31 | 28:31 | 49:18 | 49:18 | 49:18 | 20:47 | 15:23 |
 | Ember Spirit | 26 | 9.67% | 71.2 | 50.00% | -1.44% | -7.14% | +16.67% | 1.64% | 38:03 | 12:50 | 29:37 | 37:49 | 44:09 | 58:08 | 14:32 | 10:45 |
 | Necrophos | 9 | 52.94% | 69.9 | 44.44% | -5.56% | +55.56% | -44.44% | -8.20% | 35:06 | 26:07 | 26:52 | 36:28 | 39:04 | 47:17 | 12:12 | 09:02 |
 | Dragon Knight | 5 | 2.98% | 68.5 | 80.00% | +29.08% | +20.00% | +20.00% | 0.00% | 45:39 | 30:51 | 30:51 | 49:38 | 54:21 | 55:05 | 23:30 | 17:24 |
 | Legion Commander | 4 | 8.16% | 67.1 | 75.00% | +23.89% | +25.00% | +25.00% | 0.00% | 39:41 | 29:49 | 29:49 | 32:01 | 44:01 | 52:52 | 14:12 | 10:31 |
 | Sand King | 9 | 50.00% | 65.8 | 44.44% | +11.11% | +5.56% | -44.44% | -4.55% | 36:33 | 29:36 | 30:16 | 32:22 | 41:15 | 50:40 | 10:59 | 08:08 |
 | Timbersaw | 13 | 11.40% | 64.4 | 53.85% | +7.32% | +12.82% | +12.82% | 0.00% | 40:14 | 30:09 | 33:33 | 38:42 | 45:38 | 60:59 | 12:05 | 08:57 |
 | Invoker | 33 | 67.35% | 63.0 | 36.36% | +5.11% | -11.36% | -11.36% | 0.00% | 34:23 | 13:06 | 26:15 | 36:19 | 41:09 | 47:39 | 14:54 | 11:02 |
 | Muerta | 2 | 4.17% | 61.6 | 100.00% | +63.04% | 0.00% | 0.00% | 0.00% | 41:16 | 39:13 | 39:13 | 43:18 | 43:18 | 43:18 | 04:05 | 03:01 |
 | Tiny | 7 | 2.66% | 60.3 | 71.43% | +22.99% | +28.57% | +28.57% | 0.00% | 51:00 | 32:19 | 42:18 | 54:37 | 57:01 | 1:06:31 | 14:43 | 10:54 |
 | Techies | 6 | 6.98% | 58.9 | 66.67% | +26.67% | +33.33% | -66.67% | 0.00% | 52:06 | 34:26 | 42:20 | 43:21 | 1:01:33 | 1:14:56 | 19:13 | 14:14 |
 | Dark Seer | 2 | 3.23% | 57.5 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 51:23 | 43:18 | 43:18 | 59:28 | 59:28 | 59:28 | 16:10 | 11:58 |
 | Meepo | 1 | 12.50% | 56.2 | 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 |
 | Disruptor | 3 | 0.76% | 54.8 | 100.00% | +47.07% | 0.00% | 0.00% | 0.00% | 57:09 | 45:14 | 45:14 | 55:12 | 1:11:02 | 1:11:02 | 25:48 | 19:06 |
 | Keeper of the Light | 30 | 20.13% | 53.4 | 40.00% | -16.30% | +10.00% | -25.71% | -4.04% | 37:05 | 13:04 | 32:48 | 37:20 | 41:39 | 57:11 | 08:51 | 06:33 |
 | Lina | 4 | 33.33% | 52.1 | 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 |
 | Venomancer | 6 | 18.18% | 50.7 | 50.00% | -16.67% | 0.00% | +50.00% | 3.39% | 35:13 | 22:27 | 27:34 | 32:19 | 42:19 | 49:18 | 14:45 | 10:55 |
 | Void Spirit | 8 | 11.27% | 49.3 | 50.00% | -0.79% | 0.00% | 0.00% | 0.00% | 43:26 | 29:14 | 39:22 | 43:43 | 44:16 | 59:07 | 04:54 | 03:37 |
 | Terrorblade | 2 | 1.34% | 47.9 | 100.00% | +46.26% | 0.00% | 0.00% | 0.00% | 42:09 | 41:37 | 41:37 | 42:40 | 42:40 | 42:40 | 01:03 | 00:46 |
 | Storm Spirit | 7 | 3.45% | 46.6 | 57.14% | +6.63% | -7.14% | -7.14% | 0.00% | 34:37 | 20:43 | 22:44 | 30:02 | 40:36 | 52:29 | 17:52 | 13:14 |
 | Undying | 2 | 0.91% | 45.2 | 100.00% | +54.13% | 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 |
 | Grimstroke | 1 | 5.88% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 00:00 | 00:00 |
 | Kunkka | 6 | 9.23% | 42.5 | 50.00% | +4.24% | +50.00% | -50.00% | -8.09% | 40:35 | 33:36 | 35:02 | 36:03 | 47:24 | 48:27 | 12:22 | 09:09 |
 | Snapfire | 8 | 3.31% | 41.1 | 50.00% | +3.42% | +50.00% | 0.00% | 0.00% | 45:51 | 27:09 | 34:49 | 40:35 | 52:06 | 1:14:48 | 17:17 | 12:48 |
 | Tidehunter | 3 | 4.23% | 39.7 | 66.67% | +19.61% | +33.33% | 0.00% | 0.00% | 37:55 | 27:03 | 27:03 | 42:39 | 44:03 | 44:03 | 17:00 | 12:35 |
 | Windranger | 1 | 4.35% | 38.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:22 | 44:22 | 44:22 | 44:22 | 44:22 | 44:22 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 4.17% | 37.0 | 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 |
 | Ancient Apparition | 1 | 4.17% | 35.6 | 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 |
 | Oracle | 1 | 4.00% | 34.2 | 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 |
 | Treant Protector | 3 | 3.19% | 32.9 | 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 |
 | Magnus | 1 | 3.13% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 44:24 | 00:00 | 00:00 |
 | Medusa | 1 | 2.94% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Lich | 1 | 2.22% | 28.8 | 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 |
 | Tusk | 3 | 1.55% | 27.4 | 66.67% | +18.78% | +33.33% | 0.00% | 0.00% | 50:35 | 42:49 | 42:49 | 47:36 | 1:01:20 | 1:01:20 | 18:31 | 13:42 |
 | Centaur Warrunner | 4 | 5.88% | 26.0 | 50.00% | +4.69% | +50.00% | -50.00% | 0.00% | 45:25 | 33:10 | 33:10 | 46:51 | 48:00 | 53:40 | 14:50 | 10:59 |
 | Marci | 1 | 1.69% | 24.7 | 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 |
 | Broodmother | 1 | 1.22% | 23.3 | 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 |
 | Io | 1 | 1.16% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Naga Siren | 1 | 0.99% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Underlord | 1 | 0.88% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 0.63% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.50% | 16.4 | 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 | 0.40% | 15.1 | 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 |
 | Brewmaster | 2 | 5.71% | 13.7 | 50.00% | +7.58% | +50.00% | 0.00% | 0.00% | 41:45 | 32:47 | 32:47 | 50:43 | 50:43 | 50:43 | 17:56 | 13:17 |
 | Jakiro | 7 | 7.37% | 12.3 | 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 | 2.90% | 11.0 | 50.00% | +6.72% | +50.00% | 0.00% | 0.00% | 43:35 | 28:08 | 28:08 | 59:02 | 59:02 | 59:02 | 30:54 | 22:53 |
 | Enigma | 2 | 2.74% | 9.6 | 50.00% | +2.11% | -50.00% | 0.00% | 0.00% | 33:14 | 31:49 | 31:49 | 34:38 | 34:38 | 34:38 | 02:49 | 02:05 |
 | Wraith King | 1 | 2.86% | 8.2 | 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 |
 | Hoodwink | 1 | 1.11% | 6.8 | 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 | 2.13% | 5.5 | 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 |
 | Ursa | 1 | 0.88% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 00:00 | 00:00 |
 | Visage | 2 | 3.70% | 2.7 | 0.00% | -51.92% | 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 |
 | Huskar | 1 | 7.69% | 1.4 | 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 |