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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 Protection | 29 | 58.00% | 100.0 | 62.07% | +28.74% | +23.64% | -4.93% | -6.06% | 09:30 | 02:12 | 05:57 | 08:10 | 10:40 | 30:03 | 04:43 | 03:29 |
 | Soul Ring | 27 | 54.00% | 96.6 | 59.26% | +20.13% | +12.17% | -30.69% | -11.69% | 10:37 | 05:29 | 08:00 | 09:59 | 11:40 | 17:55 | 03:40 | 02:42 |
 | Magic Stick | 50 | 100.00% | 93.1 | 50.00% | +50.00% | +3.85% | +16.67% | 4.66% | 03:04 | -01:29 | 01:37 | 02:43 | 04:22 | 18:58 | 02:45 | 02:02 |
 | Glimmer Cape | 12 | 24.00% | 89.7 | 66.67% | +21.93% | 0.00% | 0.00% | 0.00% | 30:47 | 19:27 | 24:43 | 29:59 | 34:55 | 42:29 | 10:12 | 07:33 |
 | Headdress | 49 | 98.00% | 86.2 | 48.98% | -51.02% | +1.02% | -15.65% | -10.75% | 00:47 | -01:29 | -01:29 | -01:29 | 03:02 | 09:31 | 04:31 | 03:20 |
 | Mekansm | 40 | 80.00% | 82.8 | 50.00% | 0.00% | 0.00% | -10.00% | -1.95% | 17:55 | 09:11 | 14:52 | 17:24 | 20:00 | 26:39 | 05:08 | 03:48 |
 | Chainmail | 41 | 82.00% | 79.3 | 48.78% | -6.78% | -8.78% | -28.78% | -4.00% | 13:04 | 07:35 | 10:09 | 12:32 | 15:09 | 22:58 | 05:00 | 03:42 |
 | Fluffy Hat | 25 | 50.00% | 75.9 | 52.00% | +4.00% | -18.67% | +31.33% | 3.50% | 14:00 | 02:10 | 06:27 | 12:03 | 20:43 | 29:35 | 14:16 | 10:34 |
 | Magic Wand | 41 | 82.00% | 72.4 | 46.34% | -20.33% | -16.34% | +13.66% | 2.60% | 11:24 | 01:12 | 05:44 | 09:55 | 17:15 | 32:59 | 11:31 | 08:31 |
 | Holy Locket | 19 | 38.00% | 69.0 | 47.37% | -4.24% | -7.37% | +12.63% | 1.73% | 21:06 | 10:09 | 14:14 | 19:29 | 25:47 | 37:14 | 11:33 | 08:33 |
 | Buckler | 6 | 12.00% | 65.5 | 66.67% | +18.94% | -16.67% | +33.33% | 3.05% | 30:16 | 22:12 | 23:32 | 25:13 | 39:55 | 40:38 | 16:23 | 12:08 |
 | Wind Lace | 2 | 4.00% | 62.1 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 31:46 | 26:25 | 26:25 | 37:06 | 37:06 | 37:06 | 10:41 | 07:54 |
 | Force Staff | 2 | 4.00% | 58.6 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 25:19 | 20:55 | 20:55 | 29:43 | 29:43 | 29:43 | 08:48 | 06:31 |
 | Eul's Scepter of Divinity | 2 | 4.00% | 55.2 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 33:51 | 29:45 | 29:45 | 37:56 | 37:56 | 37:56 | 08:11 | 06:03 |
 | Morbid Mask | 5 | 10.00% | 51.7 | 60.00% | +11.11% | +40.00% | +40.00% | 0.00% | 33:09 | 22:12 | 22:12 | 32:58 | 39:55 | 40:38 | 17:43 | 13:07 |
 | Void Stone | 3 | 6.00% | 48.3 | 66.67% | +17.73% | +33.33% | 0.00% | 0.00% | 35:55 | 26:36 | 26:36 | 33:28 | 47:40 | 47:40 | 21:04 | 15:36 |
 | Vladmir's Offering | 4 | 8.00% | 44.8 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 34:04 | 22:42 | 22:42 | 33:02 | 39:55 | 40:38 | 17:13 | 12:45 |
 | Ring of Basilius | 9 | 18.00% | 41.4 | 33.33% | -20.33% | -33.33% | +16.67% | 2.07% | 21:59 | 06:52 | 08:51 | 18:38 | 32:58 | 40:38 | 24:07 | 17:51 |
 | Skull Basher | 1 | 2.00% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 |
 | Ghost Scepter | 5 | 10.00% | 34.5 | 40.00% | -11.11% | +60.00% | -40.00% | -67.42% | 28:34 | 27:22 | 27:22 | 28:07 | 28:51 | 31:07 | 01:29 | 01:05 |
 | Hood of Defiance | 2 | 4.00% | 31.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 31:15 | 30:47 | 30:47 | 31:43 | 31:43 | 31:43 | 00:56 | 00:41 |
 | Aghanim's Shard | 2 | 4.00% | 27.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 34:16 | 24:19 | 24:19 | 44:13 | 44:13 | 44:13 | 19:54 | 14:44 |
 | Bracer | 3 | 6.00% | 24.1 | 33.33% | -17.73% | +66.67% | 0.00% | 0.00% | 06:03 | -01:29 | -01:29 | -01:29 | 21:07 | 21:07 | 22:36 | 16:44 |
 | Ring of Health | 3 | 6.00% | 20.7 | 33.33% | -17.73% | -33.33% | 0.00% | 0.00% | 33:49 | 23:15 | 23:15 | 30:32 | 47:40 | 47:40 | 24:25 | 18:05 |
 | Medallion of Courage | 1 | 2.00% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.00% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 00:00 | 00:00 |
 | Blight Stone | 2 | 4.00% | 10.3 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 15:47 | 04:03 | 04:03 | 27:31 | 27:31 | 27:31 | 23:28 | 17:22 |
 | Crown | 1 | 2.00% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 00:00 | 00:00 |