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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 | |
 | Ring of Basilius | 5 | 62.50% | 100.0 | 80.00% | +80.00% | +20.00% | -80.00% | -27.27% | 05:34 | 03:28 | 03:28 | 05:13 | 07:08 | 08:14 | 03:40 | 02:42 |
 | Eye of Skadi | 2 | 25.00% | 96.8 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 31:47 | 27:38 | 27:38 | 35:55 | 35:55 | 35:55 | 08:17 | 06:08 |
 | Refresher Orb | 4 | 50.00% | 93.5 | 75.00% | +50.00% | +25.00% | +25.00% | 0.00% | 23:48 | 20:38 | 20:38 | 22:38 | 24:11 | 27:45 | 03:33 | 02:37 |
 | Ring of Health | 7 | 87.50% | 90.3 | 57.14% | +57.14% | +42.86% | -57.14% | -47.24% | 18:37 | 16:16 | 16:38 | 18:16 | 18:45 | 22:03 | 02:07 | 01:34 |
 | Void Stone | 7 | 87.50% | 87.1 | 57.14% | +57.14% | +42.86% | -57.14% | -35.93% | 17:33 | 15:29 | 15:34 | 16:34 | 18:21 | 22:04 | 02:47 | 02:03 |
 | Black King Bar | 8 | 100.00% | 83.9 | 50.00% | +50.00% | +50.00% | -50.00% | -62.50% | 15:25 | 13:52 | 14:30 | 14:47 | 16:06 | 17:25 | 01:36 | 01:11 |
 | Power Treads | 8 | 100.00% | 80.6 | 50.00% | +50.00% | 0.00% | -50.00% | -40.00% | 07:04 | 05:29 | 05:57 | 06:56 | 07:12 | 09:16 | 01:15 | 00:55 |
 | Magic Wand | 8 | 100.00% | 77.4 | 50.00% | +50.00% | +50.00% | -50.00% | -32.26% | 02:11 | -01:29 | -01:24 | 01:26 | 04:30 | 07:59 | 05:54 | 04:22 |
 | Boots of Speed | 8 | 100.00% | 74.2 | 50.00% | +50.00% | +50.00% | -50.00% | -100.00% | 02:42 | 01:43 | 01:57 | 02:14 | 02:34 | 04:27 | 00:37 | 00:27 |
 | Assault Cuirass | 3 | 37.50% | 71.0 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 30:46 | 27:24 | 27:24 | 32:19 | 32:35 | 32:35 | 05:11 | 03:50 |
 | Magic Stick | 7 | 87.50% | 67.7 | 42.86% | -57.14% | -42.86% | -42.86% | 0.00% | 00:24 | -01:29 | -01:29 | -01:24 | -01:24 | 07:27 | 00:05 | 00:03 |
 | Linken's Sphere | 4 | 50.00% | 64.5 | 50.00% | 0.00% | +50.00% | -50.00% | -26.79% | 24:33 | 20:29 | 20:29 | 21:37 | 24:13 | 31:53 | 03:44 | 02:45 |
 | Buckler | 4 | 50.00% | 61.3 | 50.00% | 0.00% | -50.00% | +50.00% | 50.42% | 27:06 | 24:58 | 24:58 | 25:45 | 26:57 | 30:44 | 01:59 | 01:28 |
 | Ring of Protection | 4 | 50.00% | 58.1 | 50.00% | 0.00% | -50.00% | +50.00% | 13.95% | 25:32 | 19:14 | 19:14 | 25:45 | 26:24 | 30:44 | 07:10 | 05:18 |
 | Hurricane Pike | 1 | 12.50% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:20 | 42:20 | 42:20 | 42:20 | 42:20 | 42:20 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 12.50% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 00:00 | 00:00 |
 | Swift Blink | 1 | 12.50% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:42 | 56:42 | 56:42 | 56:42 | 56:42 | 56:42 | 00:00 | 00:00 |
 | Satanic | 1 | 12.50% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:41 | 1:05:41 | 1:05:41 | 1:05:41 | 1:05:41 | 1:05:41 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 12.50% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:17 | 1:03:17 | 1:03:17 | 1:03:17 | 1:03:17 | 1:03:17 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 12.50% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:16 | 48:16 | 48:16 | 48:16 | 48:16 | 48:16 | 00:00 | 00:00 |
 | Butterfly | 1 | 12.50% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:25 | 32:25 | 32:25 | 32:25 | 32:25 | 32:25 | 00:00 | 00:00 |
 | Force Staff | 1 | 12.50% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:03 | 41:03 | 41:03 | 41:03 | 41:03 | 41:03 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 12.50% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:54 | 43:54 | 43:54 | 43:54 | 43:54 | 43:54 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 12.50% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:36 | 1:05:36 | 1:05:36 | 1:05:36 | 1:05:36 | 1:05:36 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 25.00% | 22.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 35:57 | 31:49 | 31:49 | 40:04 | 40:04 | 40:04 | 08:15 | 06:06 |
 | Quelling Blade | 4 | 50.00% | 19.4 | 25.00% | -50.00% | -25.00% | +75.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Fluffy Hat | 4 | 50.00% | 16.1 | 25.00% | -50.00% | -25.00% | +75.00% | 22.99% | 15:01 | 03:50 | 03:50 | 06:58 | 08:11 | 41:03 | 04:21 | 03:13 |
 | Sange | 1 | 12.50% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 12.50% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 00:00 | 00:00 |
 | Wraith Band | 2 | 25.00% | 6.5 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 02:19 | 02:11 | 02:11 | 02:26 | 02:26 | 02:26 | 00:15 | 00:11 |
 | Falcon Blade | 3 | 37.50% | 3.2 | 0.00% | -80.00% | 0.00% | 0.00% | 0.00% | 07:48 | 06:24 | 06:24 | 06:59 | 10:02 | 10:02 | 03:38 | 02:41 |