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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 | 640 | 15.88% | 43.2 | 49.38% | +3.21% | -5.00% | +6.25% | 1.12% | 14:57 | 03:08 | 09:06 | 12:36 | 19:10 | 56:33 | 07:27 |
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 | |
 | Warlock | 2 | 100.00% | 100.0 | 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 |
 | Keeper of the Light | 5 | 100.00% | 98.0 | 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 |
 | Crystal Maiden | 1 | 100.00% | 96.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 00:00 | 00:00 |
 | Oracle | 8 | 100.00% | 94.1 | 75.00% | +75.00% | -25.00% | -25.00% | 0.00% | 21:14 | 14:55 | 15:11 | 18:00 | 27:16 | 32:46 | 12:05 | 08:57 |
 | Pudge | 4 | 80.00% | 92.2 | 75.00% | +75.00% | -75.00% | +25.00% | 100.00% | 10:08 | 09:24 | 09:24 | 09:39 | 10:23 | 11:05 | 00:59 | 00:43 |
 | Lich | 3 | 75.00% | 90.2 | 66.67% | -33.33% | -66.67% | 0.00% | 4.12% | 20:16 | 11:28 | 11:28 | 21:43 | 27:38 | 27:38 | 16:10 | 11:58 |
 | Shadow Shaman | 2 | 22.22% | 88.2 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 19:40 | 16:27 | 16:27 | 22:52 | 22:52 | 22:52 | 06:25 | 04:45 |
 | Earth Spirit | 9 | 56.25% | 86.3 | 66.67% | +52.38% | -16.67% | +33.33% | 12.66% | 12:16 | 05:41 | 08:17 | 10:03 | 12:14 | 31:09 | 03:57 | 02:55 |
 | Clockwerk | 35 | 92.11% | 84.3 | 57.14% | -9.53% | +20.64% | -12.70% | -14.19% | 08:17 | 03:16 | 06:48 | 07:57 | 09:09 | 24:21 | 02:21 | 01:44 |
 | Bane | 87 | 59.18% | 82.4 | 58.62% | +13.62% | -4.07% | +0.47% | 0.32% | 19:26 | 07:25 | 11:49 | 19:04 | 26:05 | 41:50 | 14:16 | 10:34 |
 | Lion | 66 | 98.51% | 80.4 | 54.55% | -45.45% | -19.26% | -10.80% | 2.03% | 09:47 | 03:21 | 06:45 | 08:28 | 10:55 | 27:57 | 04:10 | 03:05 |
 | Hoodwink | 13 | 22.41% | 78.4 | 69.23% | +11.45% | -2.56% | +30.77% | 1.96% | 17:02 | 08:17 | 09:13 | 13:17 | 26:13 | 27:43 | 17:00 | 12:35 |
 | Disruptor | 52 | 66.67% | 76.5 | 53.85% | +11.54% | +7.69% | -15.39% | -4.56% | 15:18 | 05:30 | 11:05 | 12:55 | 16:09 | 41:25 | 05:04 | 03:45 |
 | Tusk | 22 | 70.97% | 74.5 | 54.55% | -12.12% | -21.22% | +5.45% | 5.33% | 10:12 | 03:08 | 07:50 | 09:06 | 12:50 | 19:21 | 05:00 | 03:42 |
 | Grimstroke | 28 | 26.67% | 72.5 | 60.71% | +25.65% | -3.57% | +10.72% | 1.49% | 19:07 | 05:45 | 13:12 | 18:22 | 22:47 | 35:22 | 09:35 | 07:05 |
 | Techies | 2 | 100.00% | 70.6 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 05:33 | 04:56 | 04:56 | 06:10 | 06:10 | 06:10 | 01:14 | 00:54 |
 | Rubick | 26 | 48.15% | 68.6 | 53.85% | +7.42% | -25.28% | -20.52% | 0.48% | 22:14 | 09:44 | 18:33 | 20:34 | 28:22 | 32:24 | 09:49 | 07:16 |
 | Winter Wyvern | 1 | 25.00% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 00:00 | 00:00 |
 | Nyx Assassin | 29 | 53.70% | 64.7 | 48.28% | -3.72% | -19.71% | +8.86% | 7.03% | 09:21 | 04:13 | 06:46 | 09:33 | 10:50 | 15:26 | 04:04 | 03:00 |
 | Ancient Apparition | 4 | 66.67% | 62.7 | 50.00% | 0.00% | +50.00% | -50.00% | -6.95% | 24:23 | 12:58 | 12:58 | 19:31 | 27:21 | 37:42 | 14:23 | 10:39 |
 | Abaddon | 20 | 58.82% | 60.8 | 45.00% | -33.57% | -25.00% | +35.00% | 13.43% | 16:48 | 09:38 | 11:50 | 13:36 | 16:18 | 35:00 | 04:28 | 03:18 |
 | Ogre Magi | 47 | 52.22% | 58.8 | 40.43% | -8.41% | -23.76% | +17.90% | 6.07% | 18:31 | 09:42 | 13:49 | 16:06 | 20:41 | 36:13 | 06:52 | 05:05 |
 | Dark Willow | 51 | 82.26% | 56.9 | 35.29% | -10.16% | +18.56% | +3.17% | -4.26% | 09:45 | 04:54 | 07:16 | 09:29 | 10:53 | 20:47 | 03:37 | 02:40 |
 | Phoenix | 3 | 100.00% | 54.9 | 33.33% | +33.33% | -33.33% | 0.00% | 10.47% | 09:20 | 08:03 | 08:03 | 08:43 | 11:14 | 11:14 | 03:11 | 02:21 |
 | Silencer | 9 | 47.37% | 52.9 | 44.44% | +4.44% | +5.56% | -44.44% | -4.24% | 20:01 | 10:40 | 12:23 | 20:31 | 24:11 | 25:33 | 11:48 | 08:44 |
 | Undying | 5 | 19.23% | 51.0 | 60.00% | +12.38% | +40.00% | +40.00% | 0.00% | 17:23 | 09:41 | 09:41 | 15:38 | 18:55 | 28:08 | 09:14 | 06:50 |
 | Shadow Demon | 16 | 57.14% | 49.0 | 37.50% | -12.50% | +12.50% | -12.50% | -4.26% | 22:22 | 10:49 | 17:12 | 21:24 | 23:04 | 40:42 | 05:52 | 04:20 |
 | Death Prophet | 9 | 15.00% | 47.1 | 44.44% | -12.42% | +5.56% | -44.44% | -9.49% | 11:30 | 04:50 | 08:19 | 12:51 | 13:35 | 13:54 | 05:16 | 03:54 |
 | Jakiro | 8 | 22.86% | 45.1 | 37.50% | -18.06% | +12.50% | -37.50% | -12.99% | 13:49 | 06:10 | 11:08 | 13:26 | 14:59 | 19:34 | 03:51 | 02:51 |
 | Brewmaster | 3 | 42.86% | 43.1 | 33.33% | -41.67% | -33.33% | 0.00% | 0.00% | 09:35 | 04:25 | 04:25 | 07:56 | 16:24 | 16:24 | 11:59 | 08:52 |
 | Snapfire | 17 | 13.93% | 41.2 | 29.41% | -17.26% | -4.41% | -4.41% | 0.00% | 14:29 | 05:55 | 08:00 | 13:35 | 15:03 | 56:33 | 07:03 | 05:13 |
 | Treant Protector | 11 | 30.56% | 39.2 | 27.27% | -20.73% | +6.06% | -27.27% | -2.55% | 18:46 | 06:24 | 09:39 | 18:36 | 22:44 | 31:56 | 13:05 | 09:41 |
 | Mirana | 1 | 2.13% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 00:00 | 00:00 |
 | Sand King | 7 | 30.43% | 35.3 | 28.57% | +3.57% | -28.57% | +71.43% | 100.00% | 08:22 | 05:35 | 06:48 | 07:14 | 07:43 | 15:56 | 00:55 | 00:40 |
 | Elder Titan | 5 | 62.50% | 33.3 | 20.00% | -46.67% | -20.00% | -20.00% | 0.00% | 09:47 | 07:08 | 07:08 | 07:57 | 11:32 | 15:11 | 04:24 | 03:15 |
 | Skywrath Mage | 2 | 6.90% | 31.4 | 50.00% | -9.26% | +50.00% | 0.00% | 0.00% | 29:51 | 23:53 | 23:53 | 35:49 | 35:49 | 35:49 | 11:56 | 08:50 |
 | Pangolier | 3 | 5.17% | 29.4 | 33.33% | -23.03% | -33.33% | 0.00% | 0.00% | 26:02 | 13:15 | 13:15 | 25:59 | 38:51 | 38:51 | 25:36 | 18:57 |
 | Outworld Destroyer | 3 | 4.17% | 27.5 | 33.33% | -17.39% | -33.33% | 0.00% | 0.00% | 16:10 | 07:59 | 07:59 | 10:35 | 29:55 | 29:55 | 21:56 | 16:14 |
 | Gyrocopter | 4 | 8.89% | 25.5 | 25.00% | -16.46% | -25.00% | -25.00% | 0.00% | 13:38 | 09:47 | 09:47 | 13:00 | 14:55 | 16:48 | 05:08 | 03:48 |
 | Dawnbreaker | 1 | 5.88% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Earthshaker | 1 | 6.67% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:28 | 06:28 | 06:28 | 06:28 | 06:28 | 06:28 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 33.33% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 00:00 | 00:00 |
 | Doom | 1 | 3.45% | 17.6 | 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 |
 | Tiny | 2 | 66.67% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:23 | 08:09 | 08:09 | 18:37 | 18:37 | 18:37 | 10:28 | 07:45 |
 | Mars | 1 | 0.67% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:08 | 12:08 | 12:08 | 12:08 | 12:08 | 12:08 | 00:00 | 00:00 |
 | Windranger | 1 | 4.00% | 11.8 | 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 |
 | Ursa | 1 | 2.50% | 9.8 | 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 |
 | Tidehunter | 3 | 4.92% | 7.8 | 0.00% | -48.28% | 0.00% | 0.00% | 0.00% | 15:20 | 10:16 | 10:16 | 11:00 | 24:43 | 24:43 | 14:27 | 10:42 |
 | Pugna | 1 | 33.33% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:18 | 09:18 | 09:18 | 09:18 | 09:18 | 09:18 | 00:00 | 00:00 |
 | Spirit Breaker | 2 | 1.83% | 3.9 | 0.00% | -46.73% | 0.00% | 0.00% | 0.00% | 14:32 | 11:16 | 11:16 | 17:48 | 17:48 | 17:48 | 06:32 | 04:50 |
 | Witch Doctor | 2 | 50.00% | 2.0 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 14:56 | 13:02 | 13:02 | 16:50 | 16:50 | 16:50 | 03:48 | 02:48 |