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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 | |
 | Medallion of Courage | 247 | 4.01% | 53.5 | 57.09% | +7.84% | +5.81% | +7.43% | 0.14% | 21:25 | 03:49 | 15:08 | 21:02 | 26:59 | 46:08 | 08:46 |
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 | 12 | 9.38% | 100.0 | 83.33% | +31.61% | +16.67% | +16.67% | 0.00% | 20:12 | 14:18 | 16:04 | 18:58 | 24:11 | 27:34 | 08:07 | 06:00 |
 | Lich | 3 | 11.54% | 97.8 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 36:30 | 23:09 | 23:09 | 40:12 | 46:08 | 46:08 | 22:59 | 17:01 |
 | Bounty Hunter | 8 | 21.62% | 95.7 | 75.00% | +23.28% | -25.00% | +25.00% | 4.05% | 20:54 | 11:56 | 13:14 | 20:15 | 25:34 | 30:52 | 12:20 | 09:08 |
 | Io | 8 | 11.43% | 93.5 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 25:23 | 13:40 | 19:59 | 23:10 | 27:15 | 36:44 | 07:16 | 05:22 |
 | Silencer | 8 | 11.11% | 91.3 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 18:40 | 11:40 | 12:13 | 16:55 | 21:30 | 27:17 | 09:17 | 06:52 |
 | Skywrath Mage | 15 | 27.27% | 89.1 | 60.00% | +25.00% | +15.00% | +15.00% | 0.00% | 16:53 | 10:02 | 11:48 | 14:54 | 19:12 | 29:24 | 07:24 | 05:28 |
 | Tidehunter | 3 | 5.77% | 87.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 18:17 | 14:49 | 14:49 | 16:51 | 23:10 | 23:10 | 08:21 | 06:11 |
 | Alchemist | 12 | 12.00% | 84.8 | 66.67% | +9.85% | 0.00% | 0.00% | 0.00% | 13:20 | 09:20 | 10:57 | 11:20 | 13:09 | 22:01 | 02:12 | 01:37 |
 | Undying | 12 | 8.89% | 82.6 | 66.67% | +21.14% | 0.00% | +33.33% | 1.67% | 24:57 | 11:14 | 13:42 | 24:52 | 33:39 | 39:36 | 19:57 | 14:46 |
 | Dawnbreaker | 2 | 9.09% | 80.4 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 24:53 | 20:45 | 20:45 | 29:00 | 29:00 | 29:00 | 08:15 | 06:06 |
 | Snapfire | 11 | 8.66% | 78.3 | 63.64% | +23.12% | +3.03% | +36.36% | 2.37% | 20:10 | 09:56 | 11:53 | 15:13 | 25:58 | 37:02 | 14:05 | 10:25 |
 | Mirana | 13 | 8.72% | 76.1 | 61.54% | +1.98% | +5.13% | +5.13% | 0.00% | 24:25 | 09:33 | 14:59 | 23:53 | 32:27 | 37:50 | 17:28 | 12:56 |
 | Abaddon | 2 | 5.88% | 73.9 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 20:48 | 16:48 | 16:48 | 24:48 | 24:48 | 24:48 | 08:00 | 05:55 |
 | Venomancer | 8 | 36.36% | 71.7 | 50.00% | -21.43% | -50.00% | 0.00% | 16.67% | 15:22 | 09:44 | 11:41 | 13:08 | 14:41 | 32:30 | 03:00 | 02:13 |
 | Ancient Apparition | 3 | 23.08% | 69.6 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 24:44 | 16:42 | 16:42 | 27:29 | 30:00 | 30:00 | 13:18 | 09:51 |
 | Techies | 10 | 20.83% | 67.4 | 50.00% | 0.00% | -16.67% | +50.00% | 6.75% | 18:13 | 07:24 | 12:28 | 16:50 | 22:21 | 27:11 | 09:53 | 07:19 |
 | Crystal Maiden | 14 | 11.86% | 65.2 | 50.00% | +2.88% | -50.00% | +16.67% | 5.83% | 26:45 | 16:19 | 20:14 | 25:15 | 31:40 | 40:14 | 11:26 | 08:28 |
 | Warlock | 1 | 12.50% | 63.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Beastmaster | 11 | 6.67% | 60.9 | 54.55% | -1.94% | +12.12% | +12.12% | 0.00% | 22:38 | 17:55 | 20:04 | 22:18 | 23:43 | 34:04 | 03:39 | 02:42 |
 | Marci | 5 | 12.82% | 58.7 | 60.00% | +12.94% | +40.00% | -60.00% | -7.84% | 20:36 | 12:52 | 12:52 | 21:39 | 25:37 | 27:19 | 12:45 | 09:26 |
 | Underlord | 7 | 8.33% | 56.5 | 57.14% | 0.00% | +42.86% | -7.14% | -27.03% | 24:57 | 19:22 | 22:35 | 23:50 | 24:26 | 32:21 | 01:51 | 01:22 |
 | Enchantress | 12 | 8.16% | 54.3 | 50.00% | -0.37% | +16.67% | -16.67% | -2.61% | 18:47 | 08:23 | 09:39 | 17:24 | 22:25 | 31:30 | 12:46 | 09:27 |
 | Elder Titan | 3 | 12.00% | 52.2 | 66.67% | +16.67% | +33.33% | 0.00% | -1.87% | 26:43 | 19:18 | 19:18 | 23:41 | 37:09 | 37:09 | 17:51 | 13:13 |
 | Dark Seer | 3 | 6.25% | 50.0 | 66.67% | +8.89% | -66.67% | 0.00% | 0.00% | 15:11 | 11:03 | 11:03 | 15:29 | 19:01 | 19:01 | 07:58 | 05:54 |
 | Treant Protector | 3 | 5.88% | 47.8 | 66.67% | +25.00% | -66.67% | 0.00% | 5.05% | 26:58 | 21:42 | 21:42 | 24:17 | 34:54 | 34:54 | 13:12 | 09:46 |
 | Clockwerk | 5 | 3.68% | 45.7 | 60.00% | +2.75% | +40.00% | -60.00% | 0.00% | 28:05 | 13:53 | 13:53 | 31:27 | 31:27 | 38:43 | 17:34 | 13:00 |
 | Gyrocopter | 1 | 5.00% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Dazzle | 2 | 22.22% | 41.3 | 50.00% | +21.43% | -50.00% | 0.00% | 0.00% | 20:53 | 15:57 | 15:57 | 25:49 | 25:49 | 25:49 | 09:52 | 07:18 |
 | Doom | 3 | 2.26% | 39.1 | 66.67% | +10.52% | +33.33% | 0.00% | 0.00% | 19:32 | 16:29 | 16:29 | 19:29 | 22:39 | 22:39 | 06:10 | 04:34 |
 | Weaver | 2 | 18.18% | 37.0 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 19:15 | 13:46 | 13:46 | 24:43 | 24:43 | 24:43 | 10:57 | 08:06 |
 | Rubick | 7 | 2.60% | 34.8 | 42.86% | -2.94% | -42.86% | +7.14% | 0.00% | 22:05 | 15:50 | 16:21 | 23:06 | 23:54 | 30:45 | 07:33 | 05:35 |
 | Magnus | 3 | 14.29% | 32.6 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 21:49 | 17:35 | 17:35 | 17:35 | 30:17 | 30:17 | 12:42 | 09:24 |
 | Hoodwink | 2 | 4.17% | 30.4 | 50.00% | +13.04% | +50.00% | 0.00% | 0.00% | 19:18 | 17:33 | 17:33 | 21:02 | 21:02 | 21:02 | 03:29 | 02:34 |
 | Pugna | 2 | 4.00% | 28.3 | 50.00% | -10.42% | +50.00% | 0.00% | 0.00% | 28:03 | 15:29 | 15:29 | 40:36 | 40:36 | 40:36 | 25:07 | 18:36 |
 | Bloodseeker | 2 | 3.77% | 26.1 | 50.00% | -12.75% | -50.00% | 0.00% | 0.00% | 28:23 | 19:59 | 19:59 | 36:46 | 36:46 | 36:46 | 16:47 | 12:25 |
 | Tusk | 2 | 2.15% | 23.9 | 50.00% | +2.75% | -50.00% | 0.00% | 0.00% | 27:01 | 24:17 | 24:17 | 29:45 | 29:45 | 29:45 | 05:28 | 04:02 |
 | Monkey King | 3 | 2.86% | 21.7 | 33.33% | -20.59% | -33.33% | 0.00% | 0.00% | 14:45 | 13:08 | 13:08 | 14:33 | 16:35 | 16:35 | 03:27 | 02:33 |
 | Disruptor | 11 | 4.85% | 19.6 | 18.18% | -39.69% | +15.15% | +15.15% | 0.00% | 24:36 | 16:05 | 18:43 | 25:50 | 29:45 | 31:03 | 11:02 | 08:10 |
 | Visage | 3 | 10.71% | 17.4 | 0.00% | -64.00% | 0.00% | 0.00% | 0.00% | 04:21 | 03:49 | 03:49 | 04:33 | 04:40 | 04:40 | 00:51 | 00:37 |
 | Primal Beast | 1 | 1.04% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Legion Commander | 1 | 7.69% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:26 | 17:26 | 17:26 | 17:26 | 17:26 | 17:26 | 00:00 | 00:00 |
 | Invoker | 1 | 3.03% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 00:00 | 00:00 |
 | Chen | 3 | 9.68% | 8.7 | 0.00% | -60.71% | 0.00% | 0.00% | 0.00% | 20:30 | 16:37 | 16:37 | 20:22 | 24:32 | 24:32 | 07:55 | 05:51 |
 | Medusa | 1 | 3.57% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:31 | 16:31 | 16:31 | 16:31 | 16:31 | 16:31 | 00:00 | 00:00 |
 | Windranger | 2 | 13.33% | 4.3 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 15:45 | 13:10 | 13:10 | 18:20 | 18:20 | 18:20 | 05:10 | 03:49 |
 | Nyx Assassin | 1 | 4.35% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 00:00 | 00:00 |