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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 | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Boots of Bearing | 14 | 50.00% | 100.0 | 64.29% | +21.43% | -14.29% | +2.38% | 1.63% | 35:42 | 28:29 | 31:14 | 33:18 | 41:28 | 45:46 | 10:14 | 07:34 |
 | Force Staff | 12 | 42.86% | 97.6 | 66.67% | +22.92% | 0.00% | +33.33% | 2.17% | 33:02 | 22:09 | 24:37 | 29:21 | 39:59 | 46:54 | 15:22 | 11:22 |
 | Ring of Health | 3 | 10.71% | 95.1 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 43:27 | 24:47 | 24:47 | 40:08 | 1:05:26 | 1:05:26 | 40:39 | 30:06 |
 | Ghost Scepter | 3 | 10.71% | 92.7 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 32:32 | 22:56 | 22:56 | 36:14 | 38:27 | 38:27 | 15:31 | 11:29 |
 | Boots of Speed | 28 | 100.00% | 90.2 | 53.57% | +53.57% | +3.57% | -25.00% | -6.75% | 06:41 | -01:29 | 04:48 | 06:33 | 09:02 | 12:31 | 04:14 | 03:08 |
 | Magic Stick | 28 | 100.00% | 87.8 | 53.57% | +53.57% | +3.57% | +17.86% | 1.68% | 06:14 | -01:29 | 01:55 | 06:14 | 10:24 | 16:36 | 08:29 | 06:17 |
 | Wind Lace | 26 | 92.86% | 85.4 | 53.85% | +3.85% | -25.28% | +12.82% | 38.10% | 01:08 | -01:29 | -01:29 | -01:29 | 01:46 | 16:28 | 03:15 | 02:24 |
 | Fluffy Hat | 13 | 46.43% | 82.9 | 61.54% | +14.87% | -28.21% | +38.46% | 3.75% | 25:32 | 11:31 | 14:19 | 21:59 | 32:05 | 45:57 | 17:46 | 13:09 |
 | Tranquil Boots | 25 | 89.29% | 80.5 | 52.00% | -14.67% | +14.67% | +14.67% | 0.00% | 14:47 | 06:10 | 08:50 | 12:08 | 15:06 | 38:53 | 06:16 | 04:38 |
 | Magic Wand | 25 | 89.29% | 78.0 | 52.00% | -14.67% | -2.00% | -18.67% | -3.05% | 12:37 | 08:39 | 09:29 | 12:14 | 14:57 | 25:56 | 05:28 | 04:02 |
 | Drum of Endurance | 18 | 64.29% | 75.6 | 55.56% | +5.56% | +24.44% | -5.56% | -6.57% | 20:39 | 15:04 | 18:03 | 20:29 | 22:37 | 28:44 | 04:34 | 03:22 |
 | Glimmer Cape | 5 | 17.86% | 73.2 | 80.00% | +32.17% | +20.00% | +20.00% | 0.00% | 26:57 | 18:05 | 18:05 | 27:43 | 30:05 | 35:52 | 12:00 | 08:53 |
 | Aeon Disk | 2 | 7.14% | 70.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 48:43 | 36:38 | 36:38 | 60:47 | 60:47 | 60:47 | 24:09 | 17:53 |
 | Morbid Mask | 2 | 7.14% | 68.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:40 | 32:19 | 32:19 | 33:01 | 33:01 | 33:01 | 00:42 | 00:31 |
 | Vladmir's Offering | 2 | 7.14% | 65.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:07 | 34:07 | 34:22 | 34:22 | 34:22 | 00:15 | 00:11 |
 | Buckler | 2 | 7.14% | 63.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 24:23 | 16:26 | 16:26 | 32:19 | 32:19 | 32:19 | 15:53 | 11:45 |
 | Headdress | 2 | 7.14% | 61.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:23 | 16:33 | 16:33 | 42:13 | 42:13 | 42:13 | 25:40 | 19:00 |
 | Ring of Protection | 2 | 7.14% | 58.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 24:23 | 16:26 | 16:26 | 32:19 | 32:19 | 32:19 | 15:53 | 11:45 |
 | Hood of Defiance | 2 | 7.14% | 56.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:43 | 25:18 | 25:18 | 40:08 | 40:08 | 40:08 | 14:50 | 10:59 |
 | Ring of Basilius | 3 | 10.71% | 53.7 | 66.67% | +14.67% | +33.33% | 0.00% | -1.93% | 21:45 | 15:25 | 15:25 | 17:07 | 32:43 | 32:43 | 17:18 | 12:48 |
 | Quelling Blade | 7 | 25.00% | 51.2 | 42.86% | -14.28% | +7.14% | +7.14% | 0.00% | 10:20 | 01:07 | 07:46 | 08:52 | 09:33 | 25:54 | 01:47 | 01:19 |
 | Arcane Boots | 1 | 3.57% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 3.57% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.57% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.57% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 3.57% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 00:00 | 00:00 |
 | Desolator | 1 | 3.57% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.57% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.57% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 3.57% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.57% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.57% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 00:00 | 00:00 |
 | Phase Boots | 1 | 3.57% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:13 | 11:13 | 11:13 | 11:13 | 11:13 | 11:13 | 00:00 | 00:00 |
 | Bottle | 1 | 3.57% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:50 | 17:50 | 17:50 | 17:50 | 17:50 | 17:50 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 7.14% | 17.1 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 41:03 | 30:56 | 30:56 | 51:09 | 51:09 | 51:09 | 20:13 | 14:58 |
 | Chainmail | 2 | 7.14% | 14.6 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 23:55 | 10:40 | 10:40 | 37:09 | 37:09 | 37:09 | 26:29 | 19:37 |
 | Medallion of Courage | 1 | 3.57% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 3.57% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.57% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.57% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 00:00 | 00:00 |
 | Crown | 2 | 7.14% | 2.4 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 28:47 | 19:04 | 19:04 | 38:29 | 38:29 | 38:29 | 19:25 | 14:22 |