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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 | 214 | 31.01% | 87.3 | 54.67% | +17.96% | +4.59% | +7.59% | 0.42% | 12:10 | 03:58 | 07:09 | 10:55 | 14:18 | 53:01 | 05:17 |
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 | |
 | Oracle | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 100.00% | 97.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:36 | 05:36 | 05:36 | 05:36 | 05:36 | 05:36 | 00:00 | 00:00 |
 | Void Spirit | 1 | 100.00% | 94.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:02 | 09:02 | 09:02 | 09:02 | 09:02 | 09:02 | 00:00 | 00:00 |
 | Chen | 2 | 66.67% | 92.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:12 | 14:31 | 14:31 | 23:53 | 23:53 | 23:53 | 09:22 | 06:56 |
 | Pugna | 9 | 100.00% | 89.5 | 88.89% | +88.89% | +11.11% | +11.11% | 0.00% | 09:37 | 05:05 | 07:30 | 09:16 | 11:38 | 12:59 | 04:08 | 03:03 |
 | Doom | 6 | 85.71% | 86.8 | 83.33% | -16.67% | +16.67% | -83.33% | -100.00% | 06:28 | 03:58 | 04:02 | 04:04 | 04:43 | 17:51 | 00:41 | 00:30 |
 | Mirana | 10 | 90.91% | 84.2 | 80.00% | -20.00% | -13.33% | +20.00% | 16.81% | 13:19 | 08:37 | 11:24 | 11:35 | 13:23 | 27:21 | 01:59 | 01:28 |
 | Timbersaw | 4 | 100.00% | 81.6 | 75.00% | +75.00% | +25.00% | -75.00% | -51.72% | 07:41 | 05:26 | 05:26 | 06:18 | 07:22 | 11:36 | 01:56 | 01:25 |
 | Ancient Apparition | 1 | 50.00% | 78.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 00:00 | 00:00 |
 | Disruptor | 8 | 25.00% | 76.3 | 87.50% | +20.83% | +12.50% | +12.50% | 0.00% | 14:57 | 06:21 | 09:53 | 12:15 | 16:02 | 32:18 | 06:09 | 04:33 |
 | Tiny | 3 | 17.65% | 73.7 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 35:23 | 21:45 | 21:45 | 31:22 | 53:01 | 53:01 | 31:16 | 23:09 |
 | Enigma | 7 | 100.00% | 71.1 | 57.14% | +57.14% | +42.86% | -57.14% | -100.00% | 06:59 | 05:00 | 05:03 | 05:45 | 05:50 | 14:25 | 00:47 | 00:34 |
 | Death Prophet | 2 | 20.00% | 68.4 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 06:40 | 06:07 | 06:07 | 07:12 | 07:12 | 07:12 | 01:05 | 00:48 |
 | Undying | 15 | 60.00% | 65.8 | 60.00% | +30.00% | +15.00% | -10.00% | -7.85% | 16:41 | 12:18 | 13:47 | 15:16 | 16:58 | 36:57 | 03:11 | 02:21 |
 | Lich | 1 | 33.33% | 63.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 00:00 | 00:00 |
 | Zeus | 8 | 100.00% | 60.5 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 07:16 | 05:12 | 05:42 | 06:13 | 06:50 | 13:48 | 01:08 | 00:50 |
 | Broodmother | 15 | 100.00% | 57.9 | 46.67% | +46.67% | +3.33% | -21.67% | -25.00% | 06:58 | 04:45 | 06:08 | 06:25 | 07:03 | 09:49 | 00:55 | 00:40 |
 | Hoodwink | 4 | 80.00% | 55.3 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 12:05 | 11:29 | 11:29 | 11:35 | 12:15 | 12:59 | 00:46 | 00:34 |
 | Rubick | 29 | 87.88% | 52.6 | 44.83% | -5.17% | +26.60% | +12.31% | -3.39% | 11:51 | 07:19 | 09:19 | 12:16 | 13:32 | 19:36 | 04:13 | 03:07 |
 | Dragon Knight | 4 | 18.18% | 50.0 | 75.00% | +2.78% | +25.00% | +25.00% | 0.00% | 26:01 | 18:58 | 18:58 | 27:39 | 28:42 | 28:46 | 09:44 | 07:12 |
 | Tidehunter | 7 | 87.50% | 47.4 | 42.86% | +42.86% | -42.86% | +7.14% | 20.00% | 08:11 | 04:33 | 06:58 | 07:16 | 09:28 | 11:44 | 02:30 | 01:51 |
 | Jakiro | 6 | 54.55% | 44.7 | 50.00% | +30.00% | -50.00% | +50.00% | 20.07% | 14:06 | 07:34 | 12:13 | 14:18 | 17:12 | 18:42 | 04:59 | 03:41 |
 | Leshrac | 8 | 100.00% | 42.1 | 37.50% | +37.50% | +62.50% | -37.50% | -100.00% | 06:08 | 04:59 | 05:29 | 05:57 | 05:59 | 07:39 | 00:30 | 00:22 |
 | Techies | 4 | 57.14% | 39.5 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 10:41 | 07:31 | 07:31 | 11:34 | 11:43 | 11:55 | 04:12 | 03:06 |
 | Beastmaster | 13 | 44.83% | 36.8 | 46.15% | +2.40% | -12.82% | -12.82% | 0.00% | 17:05 | 05:54 | 06:00 | 08:20 | 26:01 | 41:20 | 20:01 | 14:49 |
 | Snapfire | 12 | 66.67% | 34.2 | 41.67% | -8.33% | -8.34% | -8.34% | 0.00% | 11:13 | 05:50 | 06:27 | 10:55 | 14:03 | 18:52 | 07:36 | 05:37 |
 | Shadow Demon | 5 | 83.33% | 31.6 | 40.00% | +40.00% | +60.00% | -40.00% | -24.19% | 10:53 | 08:20 | 08:20 | 11:58 | 12:28 | 12:48 | 04:08 | 03:03 |
 | Treant Protector | 2 | 66.67% | 28.9 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 14:53 | 13:15 | 13:15 | 16:31 | 16:31 | 16:31 | 03:16 | 02:25 |
 | Dark Seer | 3 | 100.00% | 26.3 | 33.33% | +33.33% | +66.67% | 0.00% | -22.47% | 06:23 | 05:24 | 05:24 | 05:24 | 08:22 | 08:22 | 02:58 | 02:11 |
 | Primal Beast | 3 | 16.67% | 23.7 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 11:01 | 09:58 | 09:58 | 11:10 | 11:55 | 11:55 | 01:57 | 01:26 |
 | Earthshaker | 2 | 50.00% | 21.1 | 50.00% | 0.00% | -50.00% | 0.00% | 8.85% | 28:13 | 25:23 | 25:23 | 31:02 | 31:02 | 31:02 | 05:39 | 04:11 |
 | Skywrath Mage | 2 | 28.57% | 18.4 | 50.00% | +30.00% | -50.00% | 0.00% | 10.10% | 15:09 | 12:40 | 12:40 | 17:37 | 17:37 | 17:37 | 04:57 | 03:40 |
 | Pangolier | 11 | 64.71% | 15.8 | 18.18% | -48.49% | -18.18% | +15.15% | 33.33% | 08:28 | 05:42 | 08:07 | 08:33 | 09:05 | 09:46 | 00:58 | 00:42 |
 | Enchantress | 1 | 3.57% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 00:00 | 00:00 |
 | Io | 1 | 10.00% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Bane | 1 | 100.00% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 16.67% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 28:40 | 00:00 | 00:00 |
 | Grimstroke | 1 | 100.00% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:46 | 08:46 | 08:46 | 08:46 | 08:46 | 08:46 | 00:00 | 00:00 |