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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 | 595 | 41.03% | 77.7 | 52.77% | +21.28% | +3.61% | +0.92% | -0.43% | 10:56 | 03:11 | 06:36 | 09:19 | 12:52 | 55:02 | 04:38 |
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 | |
 | Lich | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 00:00 | 00:00 |
 | Earthshaker | 5 | 83.33% | 98.0 | 80.00% | -20.00% | -80.00% | +20.00% | 38.96% | 10:48 | 08:28 | 08:28 | 10:37 | 11:02 | 13:53 | 02:34 | 01:54 |
 | Abaddon | 1 | 50.00% | 95.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |
 | Sand King | 1 | 50.00% | 93.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 07:22 | 00:00 | 00:00 |
 | Tidehunter | 14 | 82.35% | 91.8 | 71.43% | +4.76% | +3.57% | -4.76% | -4.76% | 06:22 | 04:43 | 05:20 | 05:46 | 07:05 | 09:46 | 01:45 | 01:17 |
 | Shadow Demon | 9 | 100.00% | 89.8 | 66.67% | +66.67% | -66.67% | +33.33% | 16.67% | 11:58 | 06:25 | 08:41 | 11:03 | 14:41 | 17:09 | 06:00 | 04:26 |
 | Zeus | 15 | 100.00% | 87.8 | 66.67% | +66.67% | +8.33% | +8.33% | 0.00% | 06:29 | 04:29 | 04:59 | 06:21 | 07:26 | 11:41 | 02:27 | 01:48 |
 | Mirana | 26 | 76.47% | 85.7 | 69.23% | +31.73% | +30.77% | -19.23% | -13.10% | 13:14 | 07:38 | 10:35 | 11:26 | 14:24 | 29:13 | 03:49 | 02:49 |
 | Brewmaster | 4 | 66.67% | 83.7 | 75.00% | +75.00% | +25.00% | -75.00% | -18.81% | 09:46 | 06:09 | 06:09 | 08:16 | 11:28 | 13:09 | 05:19 | 03:56 |
 | Beastmaster | 6 | 31.58% | 81.6 | 83.33% | +52.56% | +16.67% | +16.67% | 0.00% | 20:05 | 13:06 | 14:27 | 19:06 | 21:44 | 31:54 | 07:17 | 05:23 |
 | Undying | 28 | 80.00% | 79.6 | 64.29% | -7.14% | +7.14% | -7.15% | -4.24% | 13:43 | 08:19 | 12:25 | 13:27 | 15:47 | 17:58 | 03:22 | 02:29 |
 | Doom | 7 | 50.00% | 77.6 | 71.43% | +14.29% | +28.57% | -21.43% | -11.32% | 07:26 | 03:45 | 04:35 | 07:46 | 09:00 | 11:48 | 04:25 | 03:16 |
 | Leshrac | 46 | 100.00% | 75.5 | 58.70% | +58.70% | +7.97% | -22.34% | -25.26% | 06:10 | 04:03 | 05:27 | 06:01 | 06:39 | 09:10 | 01:12 | 00:53 |
 | Broodmother | 31 | 100.00% | 73.5 | 58.06% | +58.06% | +29.44% | -20.56% | -31.25% | 07:00 | 04:35 | 06:15 | 06:49 | 07:51 | 10:02 | 01:36 | 01:11 |
 | Visage | 8 | 72.73% | 71.4 | 62.50% | +29.17% | -12.50% | +37.50% | 23.44% | 08:23 | 05:04 | 05:34 | 06:24 | 07:42 | 16:12 | 02:08 | 01:34 |
 | Enigma | 32 | 100.00% | 69.4 | 56.25% | +56.25% | +6.25% | -6.25% | -12.50% | 06:22 | 04:41 | 05:43 | 06:03 | 06:32 | 09:18 | 00:49 | 00:36 |
 | Treant Protector | 51 | 82.26% | 67.3 | 54.90% | +36.72% | -8.75% | +6.64% | 3.93% | 12:11 | 05:48 | 09:39 | 11:50 | 13:34 | 36:14 | 03:55 | 02:54 |
 | Skywrath Mage | 1 | 33.33% | 65.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:48 | 11:48 | 11:48 | 11:48 | 11:48 | 11:48 | 00:00 | 00:00 |
 | Riki | 22 | 75.86% | 63.3 | 54.55% | -16.88% | -4.55% | -14.55% | -3.55% | 20:41 | 06:27 | 19:22 | 20:12 | 22:11 | 37:48 | 02:49 | 02:05 |
 | Witch Doctor | 2 | 100.00% | 61.2 | 50.00% | +50.00% | +50.00% | 0.00% | -5.14% | 10:13 | 05:21 | 05:21 | 15:05 | 15:05 | 15:05 | 09:44 | 07:12 |
 | Dark Seer | 14 | 100.00% | 59.2 | 50.00% | +50.00% | +25.00% | -50.00% | -24.46% | 07:42 | 05:09 | 05:54 | 06:36 | 08:58 | 11:22 | 03:04 | 02:16 |
 | Rubick | 89 | 93.68% | 57.1 | 47.19% | -19.48% | -10.83% | -1.74% | 2.65% | 11:08 | 03:11 | 09:04 | 10:24 | 12:30 | 32:44 | 03:26 | 02:32 |
 | Pangolier | 34 | 97.14% | 55.1 | 47.06% | -52.94% | -2.62% | -9.56% | -3.75% | 08:00 | 05:29 | 06:50 | 07:15 | 08:41 | 21:51 | 01:51 | 01:22 |
 | Naga Siren | 4 | 20.00% | 53.1 | 75.00% | +31.25% | +25.00% | -75.00% | -76.92% | 10:29 | 09:25 | 09:25 | 09:29 | 10:43 | 12:19 | 01:18 | 00:57 |
 | Magnus | 7 | 100.00% | 51.0 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 06:35 | 04:29 | 05:59 | 06:24 | 06:39 | 08:47 | 00:40 | 00:29 |
 | Hoodwink | 27 | 96.43% | 49.0 | 40.74% | +40.74% | +2.12% | +2.12% | 0.00% | 13:48 | 07:22 | 10:26 | 12:13 | 14:56 | 25:51 | 04:30 | 03:20 |
 | Snapfire | 22 | 75.86% | 46.9 | 40.91% | +26.62% | +9.09% | -20.91% | -4.64% | 10:45 | 03:29 | 06:01 | 07:44 | 12:29 | 31:14 | 06:28 | 04:47 |
 | Tiny | 6 | 12.77% | 44.9 | 66.67% | +17.89% | -16.67% | +33.33% | 10.53% | 25:25 | 22:20 | 22:27 | 24:51 | 27:12 | 29:05 | 04:45 | 03:31 |
 | Omniknight | 5 | 83.33% | 42.9 | 40.00% | -60.00% | -40.00% | -40.00% | 0.00% | 18:18 | 12:19 | 12:19 | 19:20 | 22:07 | 23:30 | 09:48 | 07:15 |
 | Chen | 2 | 66.67% | 40.8 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 18:02 | 15:36 | 15:36 | 20:27 | 20:27 | 20:27 | 04:51 | 03:35 |
 | Death Prophet | 26 | 55.32% | 38.8 | 38.46% | -13.92% | -9.89% | +28.21% | 21.17% | 07:09 | 05:22 | 06:02 | 07:18 | 07:50 | 09:20 | 01:48 | 01:20 |
 | Mars | 4 | 44.44% | 36.7 | 50.00% | +50.00% | +50.00% | -50.00% | -24.10% | 07:15 | 04:00 | 04:00 | 07:59 | 08:09 | 08:52 | 04:09 | 03:04 |
 | Centaur Warrunner | 3 | 15.79% | 34.7 | 66.67% | -2.08% | +33.33% | 0.00% | 0.00% | 22:23 | 17:01 | 17:01 | 19:42 | 30:27 | 30:27 | 13:26 | 09:57 |
 | Timbersaw | 4 | 100.00% | 32.7 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 09:12 | 06:17 | 06:17 | 07:00 | 07:01 | 16:29 | 00:44 | 00:32 |
 | Techies | 8 | 100.00% | 30.6 | 25.00% | +25.00% | -25.00% | +25.00% | 18.75% | 11:38 | 08:17 | 08:49 | 10:25 | 11:29 | 20:23 | 02:40 | 01:58 |
 | Disruptor | 4 | 19.05% | 28.6 | 50.00% | -8.82% | -50.00% | +50.00% | 0.00% | 17:46 | 08:25 | 08:25 | 13:30 | 22:59 | 26:11 | 14:34 | 10:47 |
 | Dark Willow | 2 | 33.33% | 26.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 13:16 | 12:25 | 12:25 | 14:06 | 14:06 | 14:06 | 01:41 | 01:14 |
 | Legion Commander | 3 | 50.00% | 24.5 | 33.33% | +33.33% | -33.33% | 0.00% | 1.07% | 22:37 | 11:58 | 11:58 | 12:51 | 43:01 | 43:01 | 31:03 | 23:00 |
 | Outworld Destroyer | 3 | 37.50% | 22.4 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 25:50 | 18:17 | 18:17 | 22:17 | 36:55 | 36:55 | 18:38 | 13:48 |
 | Crystal Maiden | 2 | 14.29% | 20.4 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 13:59 | 12:34 | 12:34 | 15:23 | 15:23 | 15:23 | 02:49 | 02:05 |
 | Silencer | 5 | 23.81% | 18.4 | 20.00% | -36.25% | -20.00% | -20.00% | 0.00% | 30:14 | 10:16 | 10:16 | 36:19 | 38:58 | 55:02 | 28:42 | 21:15 |
 | Jakiro | 2 | 100.00% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:52 | 08:00 | 08:00 | 19:44 | 19:44 | 19:44 | 11:44 | 08:41 |
 | Primal Beast | 1 | 4.76% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:40 | 05:40 | 05:40 | 05:40 | 05:40 | 05:40 | 00:00 | 00:00 |
 | Oracle | 1 | 100.00% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 00:00 | 00:00 |
 | Pugna | 3 | 100.00% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:10 | 06:35 | 06:35 | 11:02 | 12:52 | 12:52 | 06:17 | 04:39 |
 | Keeper of the Light | 1 | 5.26% | 8.2 | 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 |
 | Earth Spirit | 1 | 11.11% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 00:00 | 00:00 |
 | Underlord | 1 | 100.00% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Razor | 1 | 10.00% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:07 | 09:07 | 09:07 | 09:07 | 09:07 | 09:07 | 00:00 | 00:00 |