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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 | 8 | 80.00% | 100.0 | 75.00% | +25.00% | +25.00% | -25.00% | -9.12% | 31:15 | 26:02 | 27:03 | 30:06 | 32:32 | 36:52 | 05:29 | 04:03 |
 | Magic Stick | 10 | 100.00% | 96.3 | 70.00% | +70.00% | +30.00% | -20.00% | -13.89% | 01:34 | -01:29 | -01:27 | -01:26 | 05:03 | 14:01 | 06:30 | 04:48 |
 | Aether Lens | 10 | 100.00% | 92.6 | 70.00% | +70.00% | -3.33% | +30.00% | 17.09% | 28:01 | 21:35 | 26:18 | 26:36 | 28:15 | 36:28 | 01:57 | 01:26 |
 | Arcane Boots | 10 | 100.00% | 88.9 | 70.00% | +70.00% | -3.33% | -20.00% | -14.93% | 05:03 | 04:01 | 04:23 | 04:32 | 05:30 | 07:02 | 01:07 | 00:49 |
 | Blink Dagger | 10 | 100.00% | 85.2 | 70.00% | +70.00% | -3.33% | -20.00% | -9.01% | 13:49 | 10:19 | 12:51 | 13:26 | 14:42 | 16:29 | 01:51 | 01:22 |
 | Boots of Speed | 10 | 100.00% | 81.5 | 70.00% | +70.00% | -3.33% | -20.00% | -16.67% | 02:25 | 01:57 | 02:04 | 02:14 | 02:28 | 03:50 | 00:24 | 00:17 |
 | Quelling Blade | 9 | 90.00% | 77.8 | 66.67% | -33.33% | -16.67% | -16.67% | 0.00% | -00:32 | -01:29 | -01:29 | -01:28 | -01:26 | 04:25 | 00:03 | 00:02 |
 | Void Stone | 9 | 90.00% | 74.1 | 66.67% | -33.33% | -16.67% | -16.67% | 0.00% | 26:41 | 21:30 | 23:53 | 26:19 | 27:44 | 35:19 | 03:51 | 02:51 |
 | Chainmail | 8 | 80.00% | 70.4 | 62.50% | -37.50% | -12.50% | -12.50% | 0.00% | 09:06 | 05:42 | 06:35 | 07:58 | 08:42 | 19:27 | 02:07 | 01:34 |
 | Magic Wand | 8 | 80.00% | 66.7 | 62.50% | -37.50% | -12.50% | -12.50% | 0.00% | 02:43 | -01:27 | -01:26 | -01:25 | 07:11 | 14:26 | 08:37 | 06:22 |
 | Headdress | 8 | 80.00% | 63.0 | 62.50% | -37.50% | -12.50% | -12.50% | 0.00% | 07:39 | 05:05 | 05:52 | 06:24 | 06:43 | 16:57 | 00:51 | 00:37 |
 | Mekansm | 8 | 80.00% | 59.3 | 62.50% | -37.50% | -12.50% | +37.50% | 33.33% | 11:20 | 08:37 | 08:38 | 09:44 | 10:08 | 19:58 | 01:30 | 01:06 |
 | Buckler | 2 | 20.00% | 55.6 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 26:27 | 25:55 | 25:55 | 26:59 | 26:59 | 26:59 | 01:04 | 00:47 |
 | Wraith Band | 2 | 20.00% | 51.9 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 04:47 | 01:55 | 01:55 | 07:39 | 07:39 | 07:39 | 05:44 | 04:14 |
 | Hand of Midas | 2 | 20.00% | 48.1 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 16:10 | 16:06 | 16:06 | 16:13 | 16:13 | 16:13 | 00:07 | 00:05 |
 | Ring of Protection | 2 | 20.00% | 44.4 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 26:27 | 25:55 | 25:55 | 26:59 | 26:59 | 26:59 | 01:04 | 00:47 |
 | Guardian Greaves | 2 | 20.00% | 40.7 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 27:20 | 26:35 | 26:35 | 28:05 | 28:05 | 28:05 | 01:30 | 01:06 |
 | Aeon Disk | 2 | 20.00% | 37.0 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 40:18 | 37:43 | 37:43 | 42:53 | 42:53 | 42:53 | 05:10 | 03:49 |
 | Force Staff | 7 | 70.00% | 33.3 | 57.14% | -42.86% | -7.14% | -7.14% | 0.00% | 22:15 | 20:21 | 21:04 | 21:24 | 23:08 | 25:25 | 02:04 | 01:31 |
 | Fluffy Hat | 7 | 70.00% | 29.6 | 57.14% | -42.86% | -7.14% | -57.14% | 0.00% | 20:33 | 14:00 | 20:19 | 21:15 | 21:24 | 23:08 | 01:05 | 00:48 |
 | Ring of Health | 4 | 40.00% | 25.9 | 50.00% | -33.33% | +50.00% | -50.00% | 0.00% | 35:17 | 30:07 | 30:07 | 30:07 | 39:34 | 41:21 | 09:27 | 07:00 |
 | Black King Bar | 4 | 40.00% | 22.2 | 50.00% | -33.33% | +50.00% | -50.00% | 0.00% | 33:28 | 23:21 | 23:21 | 24:07 | 34:20 | 52:02 | 10:59 | 08:08 |
 | Linken's Sphere | 1 | 10.00% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 |
 | Octarine Core | 1 | 10.00% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 00:00 | 00:00 |
 | Wind Lace | 1 | 10.00% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:03 | 05:03 | 05:03 | 05:03 | 05:03 | 05:03 | 00:00 | 00:00 |
 | Refresher Orb | 3 | 30.00% | 7.4 | 33.33% | -52.38% | +66.67% | 0.00% | 0.00% | 37:51 | 32:15 | 32:15 | 39:57 | 41:22 | 41:22 | 09:07 | 06:45 |
 | Lotus Orb | 1 | 10.00% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |