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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 | |
 | Arcane Boots | 596 | 34.45% | 81.1 | 53.02% | +17.78% | -0.67% | +1.34% | 0.32% | 11:46 | 04:05 | 07:11 | 10:15 | 13:28 | 57:18 | 04:39 |
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 | |
 | Witch Doctor | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 05:52 | 04:23 | 04:23 | 07:20 | 07:20 | 07:20 | 02:57 | 02:11 |
 | Lion | 1 | 100.00% | 98.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 00:00 | 00:00 |
 | Oracle | 2 | 50.00% | 96.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 09:45 | 09:40 | 09:40 | 09:49 | 09:49 | 09:49 | 00:09 | 00:06 |
 | Magnus | 6 | 75.00% | 94.4 | 83.33% | -16.67% | +16.67% | +16.67% | 0.00% | 06:34 | 04:39 | 05:23 | 05:24 | 06:47 | 11:17 | 01:24 | 01:02 |
 | Treant Protector | 16 | 61.54% | 92.6 | 81.25% | +51.25% | -6.25% | +18.75% | 1.76% | 19:36 | 10:17 | 13:07 | 13:46 | 27:19 | 41:07 | 14:12 | 10:31 |
 | Jakiro | 12 | 80.00% | 90.7 | 75.00% | +41.67% | +25.00% | -8.33% | -4.48% | 19:32 | 10:54 | 13:09 | 16:30 | 20:35 | 38:33 | 07:26 | 05:30 |
 | Tidehunter | 9 | 100.00% | 88.9 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 08:47 | 06:01 | 06:50 | 08:39 | 10:53 | 11:09 | 04:03 | 03:00 |
 | Shadow Demon | 6 | 85.71% | 87.0 | 66.67% | +66.67% | +33.33% | +33.33% | 0.00% | 13:07 | 11:25 | 11:29 | 12:28 | 13:49 | 16:30 | 02:20 | 01:43 |
 | Mirana | 43 | 81.13% | 85.2 | 62.79% | -7.21% | +9.94% | +0.85% | -2.13% | 13:38 | 07:04 | 10:09 | 11:50 | 14:25 | 33:20 | 04:16 | 03:09 |
 | Doom | 12 | 57.14% | 83.3 | 66.67% | +33.34% | +33.33% | -33.34% | -8.08% | 10:07 | 04:50 | 05:19 | 06:22 | 13:34 | 23:06 | 08:15 | 06:06 |
 | Dazzle | 3 | 75.00% | 81.5 | 66.67% | +66.67% | +33.33% | 0.00% | -1.91% | 15:04 | 09:04 | 09:04 | 09:37 | 26:30 | 26:30 | 17:26 | 12:54 |
 | Dark Seer | 7 | 100.00% | 79.6 | 57.14% | +57.14% | -57.14% | +42.86% | 48.00% | 06:53 | 05:01 | 05:07 | 07:02 | 07:12 | 09:25 | 02:05 | 01:32 |
 | Beastmaster | 6 | 19.35% | 77.8 | 83.33% | +15.33% | -33.33% | +16.67% | 0.00% | 26:20 | 17:33 | 18:16 | 18:45 | 29:05 | 54:42 | 10:49 | 08:00 |
 | Earthshaker | 6 | 60.00% | 75.9 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 14:03 | 08:11 | 09:34 | 09:38 | 17:17 | 25:18 | 07:43 | 05:42 |
 | Death Prophet | 41 | 73.21% | 74.1 | 58.54% | -14.79% | +11.46% | -28.54% | -16.22% | 07:12 | 04:43 | 05:25 | 06:52 | 07:53 | 18:25 | 02:28 | 01:49 |
 | Hoodwink | 31 | 100.00% | 72.2 | 54.84% | +54.84% | +7.66% | -42.34% | -11.81% | 12:47 | 06:25 | 09:58 | 12:04 | 14:12 | 30:46 | 04:14 | 03:08 |
 | Pangolier | 33 | 100.00% | 70.4 | 54.55% | +54.55% | +7.95% | -4.55% | -6.41% | 08:02 | 05:29 | 07:00 | 07:57 | 08:57 | 11:33 | 01:57 | 01:26 |
 | Underlord | 3 | 60.00% | 68.5 | 66.67% | +16.67% | -66.67% | 0.00% | 32.26% | 07:21 | 06:16 | 06:16 | 07:27 | 08:20 | 08:20 | 02:04 | 01:31 |
 | Brewmaster | 4 | 100.00% | 66.7 | 50.00% | +50.00% | -50.00% | +50.00% | 8.39% | 12:36 | 05:02 | 05:02 | 09:43 | 16:57 | 18:42 | 11:55 | 08:49 |
 | Bane | 2 | 100.00% | 64.8 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 12:24 | 12:07 | 12:07 | 12:40 | 12:40 | 12:40 | 00:33 | 00:24 |
 | Venomancer | 2 | 100.00% | 63.0 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 06:38 | 06:36 | 06:36 | 06:40 | 06:40 | 06:40 | 00:04 | 00:02 |
 | Zeus | 14 | 100.00% | 61.1 | 50.00% | +50.00% | 0.00% | +50.00% | 24.79% | 05:59 | 04:15 | 05:01 | 06:00 | 07:02 | 08:33 | 02:01 | 01:29 |
 | Ancient Apparition | 2 | 100.00% | 59.3 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 13:10 | 10:15 | 10:15 | 16:05 | 16:05 | 16:05 | 05:50 | 04:19 |
 | Snapfire | 46 | 76.67% | 57.4 | 50.00% | +28.57% | +16.67% | -13.64% | -5.70% | 11:29 | 05:39 | 07:25 | 10:39 | 12:44 | 31:02 | 05:19 | 03:56 |
 | Rubick | 78 | 92.86% | 55.6 | 47.44% | +14.11% | +2.56% | +5.19% | 0.88% | 10:42 | 06:18 | 09:00 | 10:21 | 12:00 | 17:59 | 03:00 | 02:13 |
 | Timbersaw | 15 | 100.00% | 53.7 | 46.67% | +46.67% | +28.33% | -46.67% | -30.82% | 08:36 | 05:09 | 06:44 | 07:55 | 09:10 | 13:09 | 02:26 | 01:48 |
 | Silencer | 12 | 38.71% | 51.9 | 58.33% | +16.22% | -25.00% | +41.67% | 9.01% | 21:58 | 10:22 | 12:32 | 15:14 | 19:56 | 57:18 | 07:24 | 05:28 |
 | Undying | 39 | 70.91% | 50.0 | 48.72% | +29.97% | +11.28% | -8.72% | -7.14% | 14:03 | 09:43 | 12:00 | 13:17 | 14:48 | 25:12 | 02:48 | 02:04 |
 | Skywrath Mage | 7 | 50.00% | 48.1 | 57.14% | +14.28% | -7.14% | -7.14% | 0.00% | 13:35 | 06:26 | 10:07 | 12:37 | 13:12 | 22:59 | 03:05 | 02:17 |
 | Enigma | 9 | 100.00% | 46.3 | 44.44% | +44.44% | +5.56% | -44.44% | -37.50% | 06:03 | 04:47 | 05:17 | 05:42 | 06:37 | 07:55 | 01:20 | 00:59 |
 | Visage | 4 | 80.00% | 44.4 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 07:17 | 05:46 | 05:46 | 06:54 | 06:54 | 09:32 | 01:08 | 00:50 |
 | Keeper of the Light | 1 | 25.00% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Leshrac | 28 | 100.00% | 40.7 | 42.86% | +42.86% | -28.57% | 0.00% | 20.41% | 06:05 | 04:05 | 05:28 | 06:04 | 06:52 | 07:41 | 01:24 | 01:02 |
 | Disruptor | 29 | 50.88% | 38.9 | 44.83% | -8.74% | -1.97% | -30.54% | -8.75% | 13:49 | 07:38 | 11:31 | 13:28 | 14:47 | 31:55 | 03:16 | 02:25 |
 | Dawnbreaker | 10 | 76.92% | 37.0 | 40.00% | +6.67% | -6.67% | -40.00% | -7.66% | 08:48 | 05:36 | 06:37 | 07:58 | 10:58 | 13:29 | 04:21 | 03:13 |
 | Grimstroke | 2 | 66.67% | 35.2 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 27:37 | 21:11 | 21:11 | 34:02 | 34:02 | 34:02 | 12:51 | 09:31 |
 | Techies | 3 | 100.00% | 33.3 | 33.33% | +33.33% | -33.33% | 0.00% | 4.04% | 11:28 | 06:26 | 06:26 | 13:17 | 14:41 | 14:41 | 08:15 | 06:06 |
 | Broodmother | 12 | 92.31% | 31.5 | 33.33% | -66.67% | 0.00% | +33.34% | 31.75% | 06:51 | 05:42 | 05:56 | 06:33 | 06:59 | 09:29 | 01:03 | 00:46 |
 | Enchantress | 1 | 9.09% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 00:00 | 00:00 |
 | Ogre Magi | 4 | 100.00% | 27.8 | 25.00% | +25.00% | -25.00% | +75.00% | 14.25% | 15:03 | 07:44 | 07:44 | 14:26 | 14:45 | 23:16 | 07:01 | 05:11 |
 | Abaddon | 1 | 7.69% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 00:00 | 00:00 |
 | Tiny | 9 | 12.16% | 24.1 | 44.44% | -12.48% | +5.56% | +5.56% | 0.00% | 19:47 | 07:06 | 07:10 | 11:19 | 35:49 | 39:40 | 28:39 | 21:13 |
 | Centaur Warrunner | 1 | 6.25% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 00:00 | 00:00 |
 | Viper | 2 | 25.00% | 20.4 | 50.00% | 0.00% | -50.00% | 0.00% | 32.97% | 09:59 | 09:13 | 09:13 | 10:44 | 10:44 | 10:44 | 01:31 | 01:07 |
 | Gyrocopter | 2 | 12.50% | 18.5 | 50.00% | +14.29% | -50.00% | 0.00% | 0.00% | 12:24 | 11:07 | 11:07 | 13:41 | 13:41 | 13:41 | 02:34 | 01:54 |
 | Mars | 3 | 25.00% | 16.7 | 33.33% | +11.11% | -33.33% | 0.00% | 0.00% | 14:16 | 04:53 | 04:53 | 06:46 | 31:10 | 31:10 | 26:17 | 19:28 |
 | Primal Beast | 4 | 10.26% | 14.8 | 25.00% | -9.29% | -25.00% | -25.00% | 0.00% | 09:28 | 05:34 | 05:34 | 09:17 | 09:50 | 13:12 | 04:16 | 03:09 |
 | Winter Wyvern | 1 | 100.00% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 2.38% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 00:00 | 00:00 |
 | Nyx Assassin | 2 | 28.57% | 9.3 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 12:05 | 11:49 | 11:49 | 12:21 | 12:21 | 12:21 | 00:32 | 00:23 |
 | Crystal Maiden | 1 | 8.33% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 00:00 | 00:00 |
 | Tusk | 4 | 7.27% | 5.6 | 0.00% | -49.02% | 0.00% | 0.00% | 0.00% | 18:48 | 04:51 | 04:51 | 16:18 | 20:39 | 33:24 | 15:48 | 11:42 |
 | Puck | 1 | 5.00% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 14.29% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:55 | 24:55 | 24:55 | 24:55 | 24:55 | 24:55 | 00:00 | 00:00 |