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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 | |
 | Crystalys | 2 | 50.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 30:57 | 20:40 | 20:40 | 41:13 | 41:13 | 41:13 | 20:33 | 15:13 |
 | Silver Edge | 2 | 50.00% | 96.4 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 33:45 | 25:58 | 25:58 | 41:31 | 41:31 | 41:31 | 15:33 | 11:31 |
 | Ring of Health | 2 | 50.00% | 92.9 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 46:28 | 46:04 | 46:04 | 46:51 | 46:51 | 46:51 | 00:47 | 00:34 |
 | Void Stone | 2 | 50.00% | 92.9 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 46:28 | 46:04 | 46:04 | 46:51 | 46:51 | 46:51 | 00:47 | 00:34 |
 | Refresher Orb | 2 | 50.00% | 85.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 47:40 | 46:04 | 46:04 | 49:16 | 49:16 | 49:16 | 03:12 | 02:22 |
 | Satanic | 3 | 75.00% | 82.1 | 66.67% | +66.67% | -66.67% | 0.00% | 9.15% | 33:00 | 29:17 | 29:17 | 33:10 | 36:34 | 36:34 | 07:17 | 05:23 |
 | Shadow Blade | 3 | 75.00% | 78.6 | 66.67% | +66.67% | +33.33% | 0.00% | -2.14% | 35:40 | 25:30 | 25:30 | 40:24 | 41:05 | 41:05 | 15:35 | 11:32 |
 | Butterfly | 3 | 75.00% | 75.0 | 66.67% | +66.67% | +33.33% | 0.00% | -2.42% | 34:00 | 27:39 | 27:39 | 32:55 | 41:27 | 41:27 | 13:48 | 10:13 |
 | Force Staff | 3 | 75.00% | 71.4 | 66.67% | +66.67% | +33.33% | 0.00% | -2.72% | 26:39 | 22:21 | 22:21 | 22:59 | 34:36 | 34:36 | 12:15 | 09:04 |
 | Fluffy Hat | 3 | 75.00% | 67.9 | 66.67% | +66.67% | +33.33% | 0.00% | -2.68% | 26:23 | 22:10 | 22:10 | 22:22 | 34:36 | 34:36 | 12:26 | 09:12 |
 | Hurricane Pike | 3 | 75.00% | 64.3 | 66.67% | +66.67% | +33.33% | 0.00% | -2.83% | 27:12 | 23:15 | 23:15 | 23:20 | 35:01 | 35:01 | 11:46 | 08:42 |
 | Mask of Madness | 4 | 100.00% | 60.7 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 09:27 | 09:09 | 09:09 | 09:16 | 09:33 | 09:51 | 00:24 | 00:17 |
 | Power Treads | 4 | 100.00% | 57.1 | 50.00% | +50.00% | +50.00% | -50.00% | -88.24% | 05:41 | 04:56 | 04:56 | 04:59 | 06:04 | 06:46 | 01:08 | 00:50 |
 | Black King Bar | 4 | 100.00% | 53.6 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 20:06 | 17:00 | 17:00 | 18:15 | 18:58 | 26:10 | 01:58 | 01:27 |
 | Morbid Mask | 4 | 100.00% | 50.0 | 50.00% | +50.00% | -50.00% | +50.00% | 80.00% | 07:10 | 06:05 | 06:05 | 07:11 | 07:20 | 08:03 | 01:15 | 00:55 |
 | Boots of Speed | 4 | 100.00% | 46.4 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 03:16 | 02:17 | 02:17 | 02:26 | 04:04 | 04:18 | 01:47 | 01:19 |
 | Dragon Lance | 4 | 100.00% | 42.9 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 12:59 | 12:31 | 12:31 | 12:38 | 12:59 | 13:48 | 00:28 | 00:20 |
 | Moon Shard | 1 | 25.00% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:03 | 53:03 | 53:03 | 53:03 | 53:03 | 53:03 | 00:00 | 00:00 |
 | Octarine Core | 1 | 25.00% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 25.00% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aether Lens | 1 | 25.00% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 00:00 | 00:00 |
 | Eye of Skadi | 2 | 50.00% | 25.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 27:55 | 24:13 | 24:13 | 31:36 | 31:36 | 31:36 | 07:23 | 05:28 |
 | Magic Wand | 2 | 50.00% | 21.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 12:23 | 06:09 | 06:09 | 18:37 | 18:37 | 18:37 | 12:28 | 09:14 |
 | Magic Stick | 2 | 50.00% | 17.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wraith Band | 3 | 75.00% | 14.3 | 33.33% | -66.67% | -33.33% | 0.00% | 33.33% | 01:26 | 01:21 | 01:21 | 01:25 | 01:32 | 01:32 | 00:11 | 00:08 |
 | Yasha | 1 | 25.00% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 00:00 | 00:00 |
 | Manta Style | 1 | 25.00% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:06 | 20:06 | 20:06 | 20:06 | 20:06 | 20:06 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 50.00% | 3.6 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 37:00 | 34:50 | 34:50 | 39:09 | 39:09 | 39:09 | 04:19 | 03:11 |