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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 | |
 | Aghanim's Shard | 12 | 57.14% | 100.0 | 75.00% | +52.78% | +25.00% | -41.67% | -5.33% | 28:13 | 17:08 | 20:01 | 24:48 | 32:31 | 53:02 | 12:30 | 09:15 |
 | Black King Bar | 11 | 52.38% | 97.1 | 72.73% | +42.73% | -6.06% | -6.06% | 0.00% | 30:19 | 22:31 | 25:30 | 27:09 | 30:46 | 44:57 | 05:16 | 03:54 |
 | Helm of Iron Will | 21 | 100.00% | 94.3 | 52.38% | +52.38% | +7.62% | +27.62% | 20.00% | 03:30 | 01:47 | 02:57 | 03:23 | 03:50 | 06:38 | 00:53 | 00:39 |
 | Quelling Blade | 21 | 100.00% | 91.4 | 52.38% | +52.38% | +7.62% | +7.62% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Protection | 21 | 100.00% | 88.6 | 52.38% | +52.38% | +27.62% | -32.38% | -20.00% | 09:29 | -01:29 | 08:40 | 10:29 | 11:40 | 19:19 | 03:00 | 02:13 |
 | Boots of Speed | 21 | 100.00% | 85.7 | 52.38% | +52.38% | +47.62% | -32.38% | -11.65% | 11:58 | -01:29 | 08:40 | 10:43 | 15:32 | 23:36 | 06:52 | 05:05 |
 | Crown | 21 | 100.00% | 82.9 | 52.38% | +52.38% | -12.38% | +27.62% | 23.53% | 05:15 | 03:02 | 04:16 | 05:04 | 05:58 | 08:24 | 01:42 | 01:15 |
 | Helm of the Dominator | 21 | 100.00% | 80.0 | 52.38% | +52.38% | +7.62% | +27.62% | 16.90% | 08:26 | 05:51 | 07:41 | 08:32 | 08:52 | 10:50 | 01:11 | 00:52 |
 | Helm of the Overlord | 20 | 95.24% | 77.1 | 50.00% | -50.00% | +30.00% | +10.00% | -6.67% | 18:58 | 14:14 | 16:53 | 18:06 | 19:53 | 31:19 | 03:00 | 02:13 |
 | Morbid Mask | 20 | 95.24% | 74.3 | 50.00% | -50.00% | +10.00% | +10.00% | 0.00% | 14:33 | 10:30 | 12:51 | 13:55 | 15:03 | 28:37 | 02:12 | 01:37 |
 | Vladmir's Offering | 20 | 95.24% | 71.4 | 50.00% | -50.00% | +50.00% | +10.00% | -13.11% | 15:57 | 12:00 | 13:55 | 15:25 | 16:58 | 29:12 | 03:03 | 02:15 |
 | Buckler | 20 | 95.24% | 68.6 | 50.00% | -50.00% | +10.00% | -30.00% | -19.35% | 11:49 | 09:05 | 10:11 | 10:40 | 12:15 | 22:45 | 02:04 | 01:31 |
 | Ring of Basilius | 20 | 95.24% | 65.7 | 50.00% | -50.00% | -10.00% | -10.00% | 0.00% | 11:15 | 03:19 | 08:58 | 10:01 | 11:37 | 28:02 | 02:39 | 01:57 |
 | Ring of Health | 6 | 28.57% | 62.9 | 66.67% | +20.00% | +33.33% | +33.33% | 0.00% | 33:45 | 14:11 | 15:05 | 29:53 | 48:57 | 50:45 | 33:52 | 25:05 |
 | Blink Dagger | 14 | 66.67% | 60.0 | 50.00% | -7.14% | 0.00% | -16.67% | -2.51% | 27:46 | 20:08 | 24:14 | 26:59 | 30:53 | 36:43 | 06:39 | 04:55 |
 | Headdress | 2 | 9.52% | 57.1 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 16:31 | 15:28 | 15:28 | 17:34 | 17:34 | 17:34 | 02:06 | 01:33 |
 | Soul Ring | 2 | 9.52% | 54.3 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 15:06 | 10:52 | 10:52 | 19:19 | 19:19 | 19:19 | 08:27 | 06:15 |
 | Pipe of Insight | 2 | 9.52% | 51.4 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 19:46 | 18:36 | 18:36 | 20:56 | 20:56 | 20:56 | 02:20 | 01:43 |
 | Hood of Defiance | 2 | 9.52% | 48.6 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 14:41 | 14:17 | 14:17 | 15:05 | 15:05 | 15:05 | 00:48 | 00:35 |
 | Wind Lace | 6 | 28.57% | 45.7 | 50.00% | -3.33% | 0.00% | +50.00% | 9.58% | 23:14 | 19:51 | 20:03 | 22:09 | 25:16 | 28:50 | 05:13 | 03:51 |
 | Refresher Orb | 3 | 14.29% | 42.9 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 48:06 | 44:30 | 44:30 | 48:57 | 50:51 | 50:51 | 06:21 | 04:42 |
 | Assault Cuirass | 3 | 14.29% | 40.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 38:06 | 34:21 | 34:21 | 34:37 | 45:21 | 45:21 | 11:00 | 08:08 |
 | Void Stone | 3 | 14.29% | 37.1 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 47:48 | 43:41 | 43:41 | 48:57 | 50:45 | 50:45 | 07:04 | 05:14 |
 | Magic Stick | 7 | 33.33% | 34.3 | 42.86% | -14.28% | -42.86% | +57.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Medallion of Courage | 4 | 19.05% | 31.4 | 50.00% | -2.94% | -50.00% | +50.00% | 0.00% | 32:19 | 19:29 | 19:29 | 26:10 | 28:37 | 54:59 | 09:08 | 06:45 |
 | Blight Stone | 4 | 19.05% | 28.6 | 50.00% | -2.94% | -50.00% | +50.00% | 0.00% | 32:14 | 19:29 | 19:29 | 25:51 | 28:37 | 54:59 | 09:08 | 06:45 |
 | Chainmail | 4 | 19.05% | 25.7 | 50.00% | -2.94% | -50.00% | +50.00% | 0.00% | 31:44 | 19:29 | 19:29 | 23:53 | 28:37 | 54:58 | 09:08 | 06:45 |
 | Aeon Disk | 1 | 4.76% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:03 | 55:03 | 55:03 | 55:03 | 55:03 | 55:03 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 9.52% | 20.0 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 20:06 | 20:03 | 20:03 | 20:08 | 20:08 | 20:08 | 00:05 | 00:03 |
 | Solar Crest | 3 | 14.29% | 17.1 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 28:57 | 27:33 | 27:33 | 29:29 | 29:48 | 29:48 | 02:15 | 01:40 |
 | Magic Wand | 3 | 14.29% | 14.3 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 08:54 | 01:00 | 01:00 | 09:58 | 15:43 | 15:43 | 14:43 | 10:54 |
 | Vanguard | 1 | 4.76% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:54 | 29:54 | 29:54 | 29:54 | 29:54 | 29:54 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 4.76% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 32:44 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 4.76% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 1:01:49 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 4.76% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:23 | 20:23 | 20:23 | 20:23 | 20:23 | 20:23 | 00:00 | 00:00 |