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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 Health | 4 | 44.44% | 100.0 | 50.00% | +50.00% | +50.00% | -50.00% | 0.00% | 43:22 | 24:20 | 24:20 | 36:48 | 46:12 | 1:06:09 | 21:52 | 16:11 |
 | Linken's Sphere | 1 | 11.11% | 96.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 00:00 | 00:00 |
 | Buckler | 1 | 11.11% | 92.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 11.11% | 88.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:42 | 47:42 | 47:42 | 47:42 | 47:42 | 47:42 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 11.11% | 84.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:52 | 47:52 | 47:52 | 47:52 | 47:52 | 47:52 | 00:00 | 00:00 |
 | Chainmail | 6 | 66.67% | 80.8 | 33.33% | +33.33% | +16.67% | -33.33% | -10.99% | 11:49 | 08:53 | 09:12 | 11:45 | 13:45 | 14:54 | 04:33 | 03:22 |
 | Witch Blade | 6 | 66.67% | 76.9 | 33.33% | +33.33% | +16.67% | -33.33% | -28.30% | 13:29 | 11:49 | 12:28 | 13:17 | 14:14 | 15:11 | 01:46 | 01:18 |
 | Void Stone | 6 | 66.67% | 73.1 | 33.33% | +33.33% | +16.67% | -33.33% | -3.38% | 35:04 | 24:20 | 25:39 | 36:48 | 40:27 | 46:13 | 14:48 | 10:57 |
 | Magic Stick | 7 | 77.78% | 69.2 | 28.57% | +28.57% | +21.43% | -28.57% | -26.79% | 03:43 | 02:16 | 02:18 | 02:37 | 04:10 | 06:32 | 01:52 | 01:22 |
 | Magic Wand | 7 | 77.78% | 65.4 | 28.57% | +28.57% | +21.43% | -28.57% | -42.86% | 04:33 | -01:29 | 04:13 | 05:11 | 05:23 | 07:38 | 01:10 | 00:51 |
 | Kaya and Sange | 8 | 88.89% | 61.5 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 24:21 | 16:17 | 16:23 | 27:18 | 28:13 | 30:30 | 11:50 | 08:45 |
 | Kaya | 8 | 88.89% | 57.7 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 20:07 | 11:34 | 12:35 | 18:57 | 24:43 | 29:00 | 12:08 | 08:59 |
 | Sange | 8 | 88.89% | 53.8 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 23:27 | 15:48 | 16:23 | 24:52 | 27:20 | 30:30 | 10:57 | 08:06 |
 | Boots of Speed | 9 | 100.00% | 50.0 | 22.22% | +22.22% | -22.22% | -22.22% | 0.00% | 05:34 | 03:42 | 03:45 | 05:37 | 06:41 | 07:20 | 02:56 | 02:10 |
 | Bottle | 9 | 100.00% | 46.2 | 22.22% | +22.22% | -22.22% | -22.22% | 0.00% | 01:49 | 01:04 | 01:14 | 01:26 | 01:40 | 05:12 | 00:26 | 00:19 |
 | Power Treads | 9 | 100.00% | 42.3 | 22.22% | +22.22% | +77.78% | -22.22% | -56.07% | 08:34 | 06:51 | 07:14 | 08:19 | 09:01 | 12:36 | 01:47 | 01:19 |
 | Revenant's Brooch | 2 | 22.22% | 38.5 | 50.00% | +35.71% | +50.00% | 0.00% | 0.00% | 49:02 | 43:41 | 43:41 | 54:22 | 54:22 | 54:22 | 10:41 | 07:54 |
 | Refresher Orb | 3 | 33.33% | 34.6 | 33.33% | +16.66% | +66.67% | 0.00% | 0.00% | 49:44 | 36:49 | 36:49 | 46:13 | 1:06:10 | 1:06:10 | 29:21 | 21:44 |
 | Shiva's Guard | 4 | 44.44% | 30.8 | 25.00% | +5.00% | -25.00% | -25.00% | 0.00% | 32:00 | 29:40 | 29:40 | 31:49 | 32:10 | 34:21 | 02:30 | 01:51 |
 | Black King Bar | 8 | 88.89% | 26.9 | 12.50% | -87.50% | +37.50% | -12.50% | -18.18% | 22:16 | 20:05 | 21:01 | 21:53 | 23:46 | 23:54 | 02:45 | 02:02 |
 | Aether Lens | 1 | 11.11% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 00:00 | 00:00 |
 | Octarine Core | 1 | 11.11% | 19.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 45:59 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 22.22% | 15.4 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 38:46 | 36:56 | 36:56 | 40:36 | 40:36 | 40:36 | 03:40 | 02:42 |
 | Null Talisman | 2 | 22.22% | 11.5 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 03:45 | 03:43 | 03:43 | 03:46 | 03:46 | 03:46 | 00:03 | 00:02 |
 | Boots of Travel | 1 | 11.11% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 00:00 | 00:00 |
 | Aghanim's Shard | 4 | 44.44% | 3.8 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 36:41 | 22:04 | 22:04 | 32:26 | 41:59 | 50:13 | 19:55 | 14:45 |