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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 | 1356 | 14.92% | 51.7 | 51.99% | +5.84% | -3.61% | +5.53% | 0.95% | 14:53 | 03:03 | 09:09 | 12:36 | 18:47 | 60:06 | 07:08 |
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 | |
 | Keeper of the Light | 5 | 71.43% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 06:20 | 04:20 | 04:20 | 06:23 | 07:53 | 08:03 | 03:33 | 02:37 |
 | Warlock | 2 | 50.00% | 98.3 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 15:54 | 12:58 | 12:58 | 18:49 | 18:49 | 18:49 | 05:51 | 04:20 |
 | Techies | 3 | 100.00% | 96.6 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 05:36 | 04:56 | 04:56 | 05:42 | 06:10 | 06:10 | 01:14 | 00:54 |
 | Pudge | 4 | 66.67% | 94.9 | 75.00% | +25.00% | -75.00% | +25.00% | 100.00% | 10:08 | 09:24 | 09:24 | 09:39 | 10:23 | 11:05 | 00:59 | 00:43 |
 | Shadow Shaman | 11 | 47.83% | 93.2 | 72.73% | +14.40% | +27.27% | +27.27% | 0.00% | 16:00 | 08:10 | 09:17 | 14:38 | 16:27 | 28:26 | 07:10 | 05:18 |
 | Lich | 8 | 88.89% | 91.5 | 62.50% | -37.50% | -12.50% | +37.50% | 9.43% | 15:28 | 10:37 | 11:10 | 11:28 | 16:28 | 27:38 | 05:18 | 03:55 |
 | Clockwerk | 74 | 89.16% | 89.8 | 60.81% | +16.37% | +7.61% | +0.30% | -2.07% | 09:01 | 03:16 | 06:33 | 08:10 | 10:05 | 28:54 | 03:32 | 02:37 |
 | Bane | 188 | 48.96% | 88.1 | 62.23% | +14.27% | +1.60% | +1.60% | 0.00% | 18:51 | 06:59 | 12:01 | 15:55 | 25:05 | 41:50 | 13:04 | 09:40 |
 | Phoenix | 17 | 94.44% | 86.4 | 58.82% | +58.82% | -33.82% | -8.82% | 9.55% | 09:21 | 06:08 | 08:03 | 09:13 | 10:40 | 11:41 | 02:37 | 01:56 |
 | Shadow Demon | 49 | 55.06% | 84.7 | 61.22% | +11.22% | +13.78% | -11.22% | -2.51% | 19:03 | 06:12 | 12:40 | 19:31 | 22:38 | 40:42 | 09:58 | 07:22 |
 | Oracle | 11 | 61.11% | 83.1 | 63.64% | -7.79% | -30.31% | +3.03% | 4.02% | 19:52 | 08:37 | 15:11 | 18:00 | 23:28 | 32:46 | 08:17 | 06:08 |
 | Lion | 146 | 94.81% | 81.4 | 54.79% | +29.79% | -3.44% | +0.77% | 1.11% | 10:00 | 03:21 | 07:03 | 08:41 | 10:51 | 32:49 | 03:48 | 02:48 |
 | Tusk | 46 | 56.79% | 79.7 | 58.70% | +12.99% | -8.70% | -4.15% | 0.95% | 10:39 | 03:08 | 07:29 | 09:10 | 12:15 | 41:23 | 04:46 | 03:31 |
 | Disruptor | 89 | 52.05% | 78.0 | 55.06% | +13.60% | +17.67% | -14.15% | -5.75% | 15:34 | 05:30 | 11:23 | 13:27 | 16:55 | 44:03 | 05:32 | 04:05 |
 | Abaddon | 48 | 69.57% | 76.3 | 54.17% | -17.26% | +4.16% | +20.83% | 2.42% | 16:07 | 08:08 | 11:10 | 12:53 | 18:03 | 35:15 | 06:53 | 05:05 |
 | Grimstroke | 58 | 28.02% | 74.6 | 55.17% | +14.90% | +4.83% | -5.17% | -0.88% | 19:36 | 05:45 | 12:20 | 18:20 | 23:39 | 42:53 | 11:19 | 08:22 |
 | Hoodwink | 18 | 20.93% | 72.9 | 61.11% | +11.11% | -21.11% | +38.89% | 3.97% | 15:02 | 08:17 | 09:13 | 10:40 | 24:20 | 27:43 | 15:07 | 11:11 |
 | Undying | 9 | 20.00% | 71.2 | 66.67% | +22.23% | -16.67% | +33.33% | 9.15% | 18:15 | 09:41 | 13:27 | 15:51 | 18:55 | 29:06 | 05:28 | 04:02 |
 | Earth Spirit | 14 | 32.56% | 69.5 | 57.14% | +5.42% | -32.14% | +42.86% | 15.20% | 13:43 | 05:24 | 07:39 | 08:46 | 12:35 | 48:48 | 04:56 | 03:39 |
 | Treant Protector | 40 | 36.04% | 67.8 | 47.50% | -1.80% | +12.50% | -27.50% | -9.96% | 14:28 | 04:22 | 10:49 | 12:28 | 14:50 | 38:31 | 04:01 | 02:58 |
 | Ogre Magi | 81 | 45.51% | 66.1 | 44.44% | +1.14% | -14.44% | +10.56% | 2.84% | 18:35 | 07:14 | 12:57 | 16:13 | 21:45 | 40:19 | 08:48 | 06:31 |
 | Snapfire | 39 | 12.87% | 64.4 | 51.28% | +6.20% | -11.28% | +8.72% | 2.01% | 18:23 | 05:55 | 10:29 | 14:25 | 20:27 | 56:33 | 09:58 | 07:22 |
 | Dark Willow | 89 | 80.18% | 62.7 | 40.45% | -0.46% | +9.55% | +18.64% | 2.33% | 09:53 | 03:25 | 07:32 | 09:17 | 11:26 | 29:50 | 03:54 | 02:53 |
 | Nyx Assassin | 68 | 63.55% | 61.0 | 41.18% | -12.67% | 0.00% | 0.00% | 0.00% | 08:57 | 03:24 | 06:39 | 08:23 | 10:40 | 19:01 | 04:01 | 02:58 |
 | Rubick | 50 | 40.32% | 59.3 | 42.00% | -10.70% | -11.23% | +8.00% | 1.91% | 22:12 | 09:44 | 18:17 | 20:37 | 28:22 | 36:24 | 10:05 | 07:28 |
 | Death Prophet | 14 | 9.15% | 57.6 | 57.14% | +8.22% | -32.14% | +42.86% | 20.00% | 13:31 | 04:50 | 10:09 | 12:53 | 13:54 | 26:00 | 03:45 | 02:46 |
 | Crystal Maiden | 6 | 100.00% | 55.9 | 33.33% | +33.33% | +66.67% | -33.33% | -48.39% | 14:28 | 12:46 | 13:02 | 14:19 | 15:06 | 16:54 | 02:04 | 01:31 |
 | Tiny | 6 | 31.58% | 54.2 | 50.00% | -3.85% | 0.00% | -50.00% | -34.09% | 08:52 | 06:03 | 06:41 | 06:45 | 08:09 | 18:37 | 01:28 | 01:05 |
 | Mirana | 6 | 5.88% | 52.5 | 66.67% | +3.13% | +33.33% | -66.67% | 0.00% | 18:45 | 11:04 | 13:17 | 16:53 | 19:45 | 33:37 | 06:28 | 04:47 |
 | Jakiro | 16 | 23.19% | 50.8 | 43.75% | -7.19% | +31.25% | -18.75% | -8.02% | 15:25 | 06:10 | 11:08 | 14:51 | 17:22 | 28:41 | 06:14 | 04:37 |
 | Sand King | 14 | 29.17% | 49.2 | 42.86% | +7.57% | +7.14% | +23.81% | 16.67% | 07:38 | 05:35 | 06:48 | 06:57 | 07:38 | 15:56 | 00:50 | 00:37 |
 | Silencer | 19 | 46.34% | 47.5 | 36.84% | -8.61% | +23.16% | -36.84% | -5.08% | 20:47 | 09:25 | 12:23 | 19:10 | 24:11 | 60:06 | 11:48 | 08:44 |
 | Earthshaker | 9 | 26.47% | 45.8 | 44.44% | -27.56% | -44.44% | -44.44% | 0.00% | 20:51 | 03:17 | 04:27 | 22:14 | 31:56 | 48:08 | 27:29 | 20:21 |
 | Venomancer | 4 | 23.53% | 44.1 | 50.00% | -11.54% | -50.00% | +50.00% | 8.96% | 13:51 | 05:14 | 05:14 | 08:06 | 16:24 | 25:38 | 11:10 | 08:16 |
 | Tidehunter | 10 | 5.68% | 42.4 | 50.00% | -3.01% | -16.67% | 0.00% | 0.00% | 13:41 | 07:07 | 11:00 | 13:12 | 14:45 | 24:43 | 03:45 | 02:46 |
 | Skywrath Mage | 3 | 7.89% | 40.7 | 66.67% | +15.24% | +33.33% | 0.00% | 0.00% | 32:06 | 23:53 | 23:53 | 35:49 | 36:35 | 36:35 | 12:42 | 09:24 |
 | Ancient Apparition | 7 | 38.89% | 39.0 | 28.57% | +1.30% | +21.43% | +21.43% | 0.00% | 21:50 | 12:58 | 13:06 | 19:31 | 26:38 | 37:42 | 13:32 | 10:01 |
 | Vengeful Spirit | 2 | 20.00% | 37.3 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 10:43 | 09:50 | 09:50 | 11:35 | 11:35 | 11:35 | 01:45 | 01:17 |
 | Gyrocopter | 13 | 14.13% | 35.6 | 30.77% | -11.00% | -30.77% | +35.90% | 15.39% | 16:22 | 09:46 | 13:00 | 15:16 | 17:20 | 35:12 | 04:20 | 03:12 |
 | Pugna | 3 | 37.50% | 33.9 | 33.33% | -26.67% | +66.67% | 0.00% | -4.33% | 12:39 | 06:38 | 06:38 | 09:18 | 22:02 | 22:02 | 15:24 | 11:24 |
 | Winter Wyvern | 9 | 47.37% | 32.2 | 22.22% | +2.22% | -22.22% | +27.78% | 3.91% | 22:18 | 09:40 | 11:14 | 22:59 | 24:01 | 46:32 | 12:47 | 09:28 |
 | Brewmaster | 7 | 23.33% | 30.5 | 28.57% | -23.60% | -28.57% | +21.43% | 18.87% | 06:50 | 03:11 | 03:35 | 06:05 | 06:14 | 16:24 | 02:39 | 01:57 |
 | Void Spirit | 1 | 0.81% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 00:00 | 00:00 |
 | Beastmaster | 1 | 0.81% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:25 | 20:25 | 20:25 | 20:25 | 20:25 | 20:25 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 0.73% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:06 | 54:06 | 54:06 | 54:06 | 54:06 | 54:06 | 00:00 | 00:00 |
 | Io | 1 | 0.58% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 00:00 | 00:00 |
 | Pangolier | 5 | 3.91% | 22.0 | 40.00% | -10.41% | +60.00% | -40.00% | 0.00% | 19:51 | 07:59 | 07:59 | 13:15 | 25:59 | 38:51 | 18:00 | 13:20 |
 | Witch Doctor | 4 | 36.36% | 20.3 | 25.00% | -46.43% | -25.00% | +75.00% | 21.74% | 15:38 | 12:14 | 12:14 | 13:02 | 16:50 | 20:26 | 04:36 | 03:24 |
 | Visage | 3 | 20.00% | 18.6 | 33.33% | -25.00% | -33.33% | 0.00% | 0.00% | 05:40 | 05:01 | 05:01 | 05:26 | 06:34 | 06:34 | 01:33 | 01:08 |
 | Elder Titan | 9 | 56.25% | 16.9 | 11.11% | -46.03% | -11.11% | -11.11% | 0.00% | 10:17 | 07:08 | 07:09 | 10:01 | 11:54 | 15:11 | 04:45 | 03:31 |
 | Outworld Destroyer | 4 | 2.92% | 15.3 | 25.00% | -30.64% | -25.00% | +75.00% | 0.00% | 15:37 | 07:59 | 07:59 | 10:35 | 13:57 | 29:55 | 05:58 | 04:25 |
 | Underlord | 1 | 2.63% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Windranger | 1 | 2.44% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Dawnbreaker | 2 | 6.90% | 10.2 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 19:51 | 15:51 | 15:51 | 23:51 | 23:51 | 23:51 | 08:00 | 05:55 |
 | Mars | 3 | 0.92% | 8.5 | 0.00% | -52.16% | 0.00% | 0.00% | 0.00% | 11:58 | 11:13 | 11:13 | 12:08 | 12:32 | 12:32 | 01:19 | 00:58 |
 | Doom | 1 | 1.35% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 00:00 | 00:00 |
 | Ursa | 1 | 1.64% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Spirit Breaker | 2 | 0.85% | 3.4 | 0.00% | -43.10% | 0.00% | 0.00% | 0.00% | 14:32 | 11:16 | 11:16 | 17:48 | 17:48 | 17:48 | 06:32 | 04:50 |
 | Legion Commander | 1 | 1.16% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |