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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.
Columns
Total | Winrate shifts | Timings | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Aghanim's Shard | 7 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 17:41 | 15:01 | 15:04 | 17:52 | 18:28 | 20:09 | 03:24 | 02:31 | |
Boots of Speed | 7 | 100.00% | 96.6 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 04:31 | 01:41 | 03:34 | 04:25 | 05:04 | 06:23 | 01:30 | 01:06 | |
Magic Wand | 7 | 100.00% | 93.1 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 01:55 | -01:29 | -01:29 | 02:44 | 03:49 | 05:17 | 05:18 | 03:55 | |
Sange | 6 | 85.71% | 89.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:36 | 14:31 | 15:08 | 15:32 | 19:15 | 31:18 | 04:07 | 03:02 | |
Magic Stick | 5 | 71.43% | 86.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:32 | -00:04 | -00:04 | 01:46 | 02:20 | 02:49 | 02:24 | 01:46 | |
Kaya and Sange | 5 | 71.43% | 82.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:35 | 15:37 | 15:37 | 21:18 | 33:18 | 37:21 | 17:41 | 13:05 | |
Bracer | 5 | 71.43% | 79.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:49 | 01:36 | 01:36 | 02:15 | 03:58 | 09:38 | 02:22 | 01:45 | |
Spirit Vessel | 5 | 71.43% | 75.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:31 | 08:23 | 08:23 | 08:52 | 10:32 | 16:10 | 02:09 | 01:35 | |
Urn of Shadows | 5 | 71.43% | 72.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:34 | 02:51 | 02:51 | 04:09 | 05:18 | 06:49 | 02:27 | 01:48 | |
Kaya | 5 | 71.43% | 69.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 13:29 | 13:29 | 20:58 | 32:49 | 37:00 | 19:20 | 14:19 | |
Ring of Protection | 5 | 71.43% | 65.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:34 | -01:15 | -01:15 | 01:42 | 02:34 | 03:25 | 03:49 | 02:49 | |
Ring of Health | 4 | 57.14% | 62.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:01 | 10:48 | 10:48 | 16:05 | 27:58 | 29:12 | 17:10 | 12:42 | |
Void Stone | 4 | 57.14% | 58.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:25 | 15:17 | 15:17 | 25:12 | 27:58 | 29:13 | 12:41 | 09:23 | |
Lotus Orb | 4 | 57.14% | 55.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:06 | 16:13 | 16:13 | 26:43 | 28:14 | 29:13 | 12:01 | 08:54 | |
Wind Lace | 3 | 42.86% | 51.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 10:08 | 10:08 | 10:19 | 13:59 | 13:59 | 03:51 | 02:51 | |
Blink Dagger | 3 | 42.86% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:37 | 23:28 | 23:28 | 27:22 | 32:01 | 32:01 | 08:33 | 06:20 | |
Power Treads | 3 | 42.86% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:07 | 08:31 | 08:31 | 09:42 | 12:08 | 12:08 | 03:37 | 02:40 | |
Shiva's Guard | 2 | 28.57% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 23:26 | 23:26 | 30:43 | 30:43 | 30:43 | 07:17 | 05:23 | |
Overwhelming Blink | 2 | 28.57% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 28:21 | 28:21 | 34:21 | 34:21 | 34:21 | 06:00 | 04:26 | |
Arcane Boots | 1 | 14.29% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 00:00 | 00:00 | |
Rod of Atos | 1 | 14.29% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:08 | 24:08 | 24:08 | 24:08 | 24:08 | 24:08 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 14.29% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 14.29% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 00:00 | 00:00 | |
Aeon Disk | 1 | 14.29% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 | |
Force Staff | 1 | 14.29% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 | |
Crown | 1 | 14.29% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 | |
Null Talisman | 1 | 14.29% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:52 | 00:52 | 00:52 | 00:52 | 00:52 | 00:52 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 14.29% | 6.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 14.29% | 3.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 00:00 | 00:00 |