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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 | |
 | Headdress | 630 | 14.79% | 70.5 | 55.40% | +9.47% | +4.73% | -1.26% | -0.69% | 12:28 | -01:30 | 07:44 | 11:19 | 16:22 | 48:01 | 06:23 |
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 | 4 | 50.00% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 09:52 | -01:29 | -01:29 | -01:28 | 17:49 | 24:34 | 19:18 | 14:17 |
 | Witch Doctor | 9 | 81.82% | 98.0 | 88.89% | +88.89% | -38.89% | +11.11% | 9.43% | 10:13 | -01:29 | 07:44 | 11:58 | 13:02 | 18:45 | 05:18 | 03:55 |
 | Venomancer | 6 | 100.00% | 96.0 | 83.33% | +83.33% | -33.33% | +16.67% | 8.02% | 11:18 | 06:33 | 08:51 | 08:56 | 15:05 | 17:40 | 06:14 | 04:37 |
 | Bounty Hunter | 2 | 40.00% | 94.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 25:35 | 20:23 | 20:23 | 30:47 | 30:47 | 30:47 | 10:24 | 07:42 |
 | Dawnbreaker | 11 | 57.89% | 92.0 | 72.73% | +47.73% | -6.06% | -6.06% | 0.00% | 08:19 | 05:20 | 06:56 | 08:18 | 09:09 | 11:29 | 02:13 | 01:38 |
 | Dark Seer | 24 | 100.00% | 90.0 | 62.50% | +62.50% | +4.17% | -12.50% | -3.11% | 09:44 | 05:19 | 06:10 | 08:23 | 11:32 | 20:07 | 05:22 | 03:58 |
 | Mirana | 52 | 43.70% | 88.0 | 67.31% | +10.59% | -13.46% | +9.61% | 4.89% | 15:46 | 00:58 | 12:47 | 14:45 | 17:30 | 40:25 | 04:43 | 03:29 |
 | Chen | 5 | 100.00% | 86.0 | 60.00% | +60.00% | -60.00% | +40.00% | 24.39% | 04:00 | -01:30 | -01:30 | 05:11 | 05:36 | 06:03 | 07:06 | 05:15 |
 | Io | 43 | 100.00% | 84.0 | 55.81% | +55.81% | -10.36% | +7.83% | 3.34% | 04:29 | -01:29 | -01:28 | 04:00 | 06:55 | 19:00 | 08:23 | 06:12 |
 | Enchantress | 17 | 17.17% | 82.0 | 70.59% | +16.93% | +4.41% | +4.41% | 0.00% | 23:19 | 12:08 | 14:11 | 21:37 | 27:15 | 41:56 | 13:04 | 09:40 |
 | Magnus | 5 | 71.43% | 80.0 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 08:56 | 06:05 | 06:05 | 08:31 | 10:00 | 13:42 | 03:55 | 02:54 |
 | Enigma | 40 | 85.11% | 78.0 | 52.50% | +38.21% | -12.50% | +7.50% | 9.09% | 07:29 | -01:29 | 06:29 | 07:23 | 08:41 | 14:31 | 02:12 | 01:37 |
 | Death Prophet | 57 | 59.38% | 76.0 | 54.39% | +13.36% | +17.04% | -32.96% | -16.04% | 09:53 | 05:51 | 07:46 | 09:33 | 10:53 | 31:12 | 03:07 | 02:18 |
 | Visage | 16 | 61.54% | 74.0 | 56.25% | -13.75% | -6.25% | -6.25% | 0.00% | 16:57 | 07:07 | 12:40 | 15:55 | 19:49 | 29:09 | 07:09 | 05:17 |
 | Undying | 39 | 31.45% | 72.0 | 56.41% | +11.70% | +13.59% | +3.59% | -1.10% | 20:28 | 08:10 | 15:33 | 18:43 | 24:40 | 43:41 | 09:07 | 06:45 |
 | Keeper of the Light | 26 | 55.32% | 70.0 | 53.85% | +15.75% | +3.29% | -3.85% | -1.86% | 03:17 | -01:29 | -01:29 | 02:22 | 05:19 | 16:45 | 06:48 | 05:02 |
 | Broodmother | 53 | 98.15% | 68.0 | 47.17% | -52.83% | +6.68% | -16.40% | -7.61% | 11:43 | 07:12 | 09:52 | 11:19 | 12:54 | 19:03 | 03:02 | 02:14 |
 | Axe | 1 | 25.00% | 66.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 25.00% | 64.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 00:00 | 00:00 |
 | Tidehunter | 31 | 68.89% | 62.0 | 45.16% | -4.84% | -7.66% | -7.66% | 0.00% | 11:49 | 01:56 | 10:23 | 11:34 | 12:48 | 19:03 | 02:25 | 01:47 |
 | Snapfire | 59 | 51.30% | 60.0 | 45.76% | +10.05% | +7.57% | -5.76% | -1.64% | 12:35 | 01:36 | 07:52 | 10:54 | 15:59 | 45:59 | 08:07 | 06:00 |
 | Beastmaster | 22 | 17.74% | 58.0 | 54.55% | +2.59% | -21.22% | +5.45% | 2.66% | 17:27 | 07:41 | 11:37 | 17:09 | 21:38 | 32:15 | 10:01 | 07:25 |
 | Viper | 1 | 20.00% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 00:00 | 00:00 |
 | Underlord | 7 | 70.00% | 54.0 | 42.86% | +9.53% | +57.14% | -42.86% | -19.17% | 11:17 | 06:50 | 07:15 | 12:19 | 12:28 | 17:34 | 05:13 | 03:51 |
 | Timbersaw | 6 | 11.54% | 52.0 | 66.67% | +10.15% | -16.67% | +33.33% | 11.63% | 16:18 | 09:37 | 10:04 | 12:19 | 14:22 | 38:17 | 04:18 | 03:11 |
 | Doom | 6 | 9.84% | 50.0 | 66.67% | +4.85% | -16.67% | -66.67% | 0.00% | 04:43 | 01:46 | 03:00 | 03:14 | 05:33 | 10:11 | 02:33 | 01:53 |
 | Lycan | 2 | 4.17% | 48.0 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 24:32 | 18:21 | 18:21 | 30:43 | 30:43 | 30:43 | 12:22 | 09:09 |
 | Hoodwink | 7 | 15.91% | 46.0 | 57.14% | +27.41% | -57.14% | +42.86% | 5.19% | 12:16 | -01:29 | -01:29 | 19:06 | 20:45 | 25:34 | 22:14 | 16:28 |
 | Leshrac | 4 | 5.88% | 44.0 | 75.00% | +23.44% | +25.00% | +25.00% | 0.00% | 07:32 | 05:55 | 05:55 | 07:15 | 07:34 | 09:25 | 01:39 | 01:13 |
 | Techies | 3 | 16.67% | 42.0 | 66.67% | +20.00% | -66.67% | 0.00% | 0.00% | 22:51 | 18:32 | 18:32 | 23:20 | 26:42 | 26:42 | 08:10 | 06:02 |
 | Pangolier | 10 | 9.43% | 40.0 | 50.00% | -5.21% | -16.67% | -50.00% | 0.00% | 11:41 | 01:34 | 02:47 | 10:21 | 16:46 | 23:56 | 13:59 | 10:21 |
 | Rubick | 12 | 6.12% | 38.0 | 50.00% | +5.43% | +16.67% | +16.67% | 0.00% | 16:33 | 09:08 | 12:03 | 14:23 | 16:49 | 31:43 | 04:46 | 03:31 |
 | Centaur Warrunner | 11 | 36.67% | 36.0 | 36.36% | +15.31% | +30.31% | -36.36% | -13.84% | 20:00 | 11:21 | 18:26 | 19:40 | 23:15 | 26:42 | 04:49 | 03:34 |
 | Abaddon | 3 | 9.09% | 34.0 | 66.67% | +16.67% | +33.33% | 0.00% | -5.60% | 27:54 | 24:28 | 24:28 | 28:50 | 30:25 | 30:25 | 05:57 | 04:24 |
 | Jakiro | 4 | 16.00% | 32.0 | 50.00% | +21.43% | -50.00% | +50.00% | 8.72% | 18:27 | 09:48 | 09:48 | 18:59 | 21:16 | 23:45 | 11:28 | 08:29 |
 | Elder Titan | 1 | 5.00% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 00:00 | 00:00 |
 | Clockwerk | 3 | 2.50% | 28.0 | 66.67% | +9.41% | +33.33% | 0.00% | 0.00% | 20:13 | 18:07 | 18:07 | 20:03 | 22:30 | 22:30 | 04:23 | 03:14 |
 | Phoenix | 5 | 13.89% | 26.0 | 40.00% | -14.84% | +60.00% | -40.00% | -11.17% | 04:44 | -01:29 | -01:29 | 02:47 | 10:26 | 13:27 | 11:55 | 08:49 |
 | Silencer | 1 | 1.85% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 48:01 | 00:00 | 00:00 |
 | Treant Protector | 5 | 9.80% | 22.0 | 40.00% | -3.48% | -40.00% | -40.00% | 0.00% | 15:45 | 12:50 | 12:50 | 14:50 | 15:10 | 22:03 | 02:20 | 01:43 |
 | Storm Spirit | 1 | 1.18% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 00:00 | 00:00 |
 | Primal Beast | 6 | 6.90% | 18.0 | 33.33% | -13.58% | +16.67% | +66.67% | 0.00% | 15:34 | 06:26 | 09:28 | 14:09 | 21:50 | 23:01 | 12:22 | 09:09 |
 | Brewmaster | 1 | 14.29% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:38 | 12:38 | 12:38 | 12:38 | 12:38 | 12:38 | 00:00 | 00:00 |
 | Weaver | 1 | 12.50% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 |
 | Dazzle | 1 | 12.50% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:58 | 14:58 | 14:58 | 14:58 | 14:58 | 14:58 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 0.85% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 00:00 | 00:00 |
 | Monkey King | 2 | 2.90% | 8.0 | 0.00% | -61.19% | 0.00% | 0.00% | 0.00% | 18:54 | 18:11 | 18:11 | 19:37 | 19:37 | 19:37 | 01:26 | 01:03 |
 | Crystal Maiden | 1 | 3.85% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 00:00 | 00:00 |
 | Disruptor | 1 | 0.59% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |
 | Night Stalker | 1 | 6.25% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 00:00 | 00:00 |