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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 | |
 | Tranquil Boots | 657 | 15.50% | 70.1 | 54.49% | +9.02% | +0.39% | +2.83% | 0.20% | 15:54 | 03:36 | 09:16 | 12:23 | 21:37 | 55:34 | 09:08 |
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 | |
 | Elder Titan | 6 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 12:59 | 07:17 | 08:29 | 08:58 | 12:35 | 28:36 | 04:06 | 03:02 |
 | Chen | 2 | 40.00% | 97.8 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 21:47 | 12:05 | 12:05 | 31:29 | 31:29 | 31:29 | 19:24 | 14:22 |
 | Disruptor | 33 | 42.86% | 95.6 | 66.67% | +23.49% | -16.67% | +8.33% | 2.29% | 15:31 | 07:38 | 10:16 | 12:46 | 21:12 | 34:31 | 10:56 | 08:05 |
 | Pugna | 42 | 55.26% | 93.3 | 64.29% | +29.00% | -9.74% | +5.71% | 1.20% | 17:42 | 06:52 | 11:10 | 13:12 | 24:05 | 49:08 | 12:55 | 09:34 |
 | Phoenix | 31 | 91.18% | 91.1 | 58.06% | +58.06% | +4.44% | -33.06% | -11.19% | 09:42 | 05:44 | 07:23 | 09:02 | 10:44 | 23:03 | 03:21 | 02:28 |
 | Bane | 4 | 44.44% | 88.9 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 17:21 | 09:40 | 09:40 | 12:56 | 19:00 | 27:47 | 09:20 | 06:54 |
 | Venomancer | 28 | 52.83% | 86.7 | 60.71% | +0.71% | +10.72% | -3.57% | -2.96% | 13:47 | 07:00 | 09:16 | 11:50 | 14:06 | 30:52 | 04:50 | 03:34 |
 | Shadow Demon | 17 | 40.48% | 84.4 | 64.71% | +4.71% | -39.71% | -39.71% | 0.00% | 23:09 | 10:13 | 16:55 | 24:41 | 29:02 | 33:36 | 12:07 | 08:58 |
 | Undying | 13 | 24.07% | 82.2 | 69.23% | +47.28% | -2.56% | -2.56% | 0.00% | 22:34 | 08:31 | 15:00 | 20:05 | 28:21 | 43:07 | 13:21 | 09:53 |
 | Lich | 48 | 55.17% | 80.0 | 56.25% | -5.29% | +2.08% | +18.75% | 1.90% | 17:04 | 07:41 | 11:36 | 14:41 | 20:22 | 36:06 | 08:46 | 06:29 |
 | Keeper of the Light | 56 | 59.57% | 77.8 | 55.36% | +15.89% | +23.21% | +1.78% | -4.08% | 11:43 | 04:36 | 07:08 | 08:39 | 12:23 | 33:42 | 05:15 | 03:53 |
 | Techies | 35 | 16.36% | 75.6 | 62.86% | +3.64% | +3.81% | -18.42% | -1.76% | 19:50 | 07:46 | 11:54 | 19:43 | 24:32 | 45:35 | 12:38 | 09:21 |
 | Clockwerk | 27 | 87.10% | 73.3 | 51.85% | -23.15% | -23.28% | -8.99% | 4.42% | 11:28 | 04:57 | 08:42 | 10:04 | 11:56 | 34:09 | 03:14 | 02:23 |
 | Batrider | 32 | 27.59% | 71.1 | 59.38% | +15.33% | +15.62% | -21.88% | -5.26% | 12:55 | 04:53 | 08:10 | 09:29 | 15:18 | 32:35 | 07:08 | 05:17 |
 | Silencer | 28 | 28.87% | 68.9 | 57.14% | +16.56% | +14.29% | -14.28% | -2.30% | 18:41 | 06:27 | 12:04 | 15:00 | 24:30 | 40:45 | 12:26 | 09:12 |
 | Crystal Maiden | 69 | 94.52% | 66.7 | 46.38% | -3.62% | +0.68% | +6.56% | 1.76% | 12:33 | 05:46 | 08:40 | 10:13 | 12:01 | 43:29 | 03:21 | 02:28 |
 | Tusk | 1 | 25.00% | 64.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:59 | 10:59 | 10:59 | 10:59 | 10:59 | 10:59 | 00:00 | 00:00 |
 | Enchantress | 9 | 13.64% | 62.2 | 66.67% | +17.55% | -16.67% | -16.67% | 0.00% | 21:55 | 06:57 | 11:01 | 20:35 | 27:25 | 38:33 | 16:24 | 12:08 |
 | Skywrath Mage | 11 | 12.64% | 60.0 | 63.64% | +18.90% | -30.31% | +3.03% | 3.80% | 20:00 | 08:17 | 15:33 | 19:54 | 24:19 | 27:23 | 08:46 | 06:29 |
 | Spirit Breaker | 25 | 23.15% | 57.8 | 48.00% | +5.83% | +18.67% | +2.00% | -1.31% | 15:51 | 04:42 | 07:42 | 11:16 | 20:28 | 50:21 | 12:46 | 09:27 |
 | Primal Beast | 3 | 25.00% | 55.6 | 66.67% | +33.34% | +33.33% | 0.00% | -2.51% | 22:39 | 16:03 | 16:03 | 22:35 | 29:20 | 29:20 | 13:17 | 09:50 |
 | Abaddon | 3 | 25.00% | 53.3 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 13:24 | 10:14 | 10:14 | 12:34 | 17:23 | 17:23 | 07:09 | 05:17 |
 | Bounty Hunter | 25 | 55.56% | 51.1 | 40.00% | -30.00% | -23.33% | +26.67% | 6.51% | 15:55 | 07:47 | 09:29 | 11:33 | 17:10 | 43:39 | 07:41 | 05:41 |
 | Visage | 5 | 19.23% | 48.9 | 60.00% | +12.38% | -60.00% | +40.00% | 0.00% | 25:36 | 11:48 | 11:48 | 18:00 | 29:13 | 55:34 | 17:25 | 12:54 |
 | Vengeful Spirit | 8 | 61.54% | 46.7 | 37.50% | +17.50% | -37.50% | -37.50% | 0.00% | 19:38 | 07:46 | 09:24 | 15:00 | 22:46 | 39:29 | 13:22 | 09:54 |
 | Lion | 7 | 100.00% | 44.4 | 28.57% | +28.57% | -28.57% | +21.43% | 22.06% | 07:46 | 06:04 | 06:12 | 08:17 | 08:28 | 09:22 | 02:16 | 01:40 |
 | Pudge | 9 | 69.23% | 42.2 | 33.33% | -66.67% | +16.67% | -33.33% | -20.00% | 06:44 | 03:36 | 05:08 | 06:09 | 07:38 | 11:51 | 02:30 | 01:51 |
 | Rubick | 20 | 20.41% | 40.0 | 40.00% | +1.54% | +20.00% | -20.00% | -3.21% | 20:26 | 08:21 | 10:54 | 16:30 | 23:22 | 49:18 | 12:28 | 09:14 |
 | Beastmaster | 4 | 3.23% | 37.8 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 31:58 | 25:36 | 25:36 | 25:39 | 36:41 | 39:55 | 11:05 | 08:12 |
 | Treant Protector | 7 | 87.50% | 35.6 | 28.57% | +28.57% | +21.43% | -28.57% | -16.76% | 16:52 | 07:12 | 09:32 | 11:24 | 12:31 | 46:16 | 02:59 | 02:12 |
 | Brewmaster | 1 | 9.09% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 00:00 | 00:00 |
 | Oracle | 12 | 21.05% | 31.1 | 41.67% | -2.77% | -8.34% | -8.34% | 0.00% | 24:14 | 10:39 | 21:37 | 24:04 | 26:15 | 34:43 | 04:38 | 03:25 |
 | Witch Doctor | 1 | 6.67% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:37 | 34:37 | 34:37 | 34:37 | 34:37 | 34:37 | 00:00 | 00:00 |
 | Dark Willow | 8 | 30.77% | 26.7 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 14:01 | 07:25 | 09:53 | 11:36 | 13:41 | 23:39 | 03:48 | 02:48 |
 | Doom | 3 | 2.27% | 24.4 | 66.67% | +10.08% | +33.33% | 0.00% | 0.00% | 06:37 | 03:48 | 03:48 | 07:18 | 08:46 | 08:46 | 04:58 | 03:40 |
 | Alchemist | 1 | 1.64% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 00:00 | 00:00 |
 | Earth Spirit | 2 | 11.76% | 20.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 17:38 | 11:37 | 11:37 | 23:39 | 23:39 | 23:39 | 12:02 | 08:54 |
 | Ember Spirit | 1 | 0.91% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:29 | 15:29 | 15:29 | 15:29 | 15:29 | 15:29 | 00:00 | 00:00 |
 | Nyx Assassin | 4 | 36.36% | 15.6 | 25.00% | +10.71% | +75.00% | -25.00% | -24.79% | 08:59 | 06:46 | 06:46 | 06:54 | 10:48 | 11:27 | 04:02 | 02:59 |
 | Mirana | 10 | 12.20% | 13.3 | 20.00% | -35.56% | +13.33% | -20.00% | -3.26% | 25:03 | 10:08 | 19:02 | 23:34 | 29:16 | 51:25 | 10:14 | 07:34 |
 | Snapfire | 2 | 9.52% | 11.1 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 19:38 | 15:16 | 15:16 | 24:00 | 24:00 | 24:00 | 08:44 | 06:28 |
 | Magnus | 1 | 0.69% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 14.29% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:45 | 23:45 | 23:45 | 23:45 | 23:45 | 23:45 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 25.00% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 00:00 | 00:00 |
 | Medusa | 1 | 1.04% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 |