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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 | 9 | 69.23% | 100.0 | 66.67% | +66.67% | +33.33% | -16.67% | -10.03% | 21:53 | 15:09 | 16:27 | 19:59 | 21:26 | 32:53 | 04:59 | 03:41 |
 | Boots of Speed | 13 | 100.00% | 96.0 | 46.15% | +46.15% | +20.52% | -12.82% | -17.24% | 06:35 | -01:29 | 05:39 | 07:10 | 07:35 | 11:41 | 01:56 | 01:25 |
 | Magic Wand | 8 | 61.54% | 92.0 | 50.00% | +10.00% | +50.00% | -50.00% | -20.20% | 09:19 | 05:10 | 06:23 | 08:26 | 11:20 | 13:35 | 04:57 | 03:40 |
 | Void Stone | 5 | 38.46% | 88.0 | 60.00% | +22.50% | +40.00% | +40.00% | 0.00% | 31:50 | 16:53 | 16:53 | 24:01 | 45:24 | 50:25 | 28:31 | 21:07 |
 | Wind Lace | 12 | 92.31% | 84.0 | 41.67% | -58.33% | -8.34% | +25.00% | 4.79% | 08:49 | 00:35 | 03:23 | 06:08 | 10:21 | 30:21 | 06:58 | 05:09 |
 | Tranquil Boots | 12 | 92.31% | 80.0 | 41.67% | -58.33% | -8.34% | +25.00% | 9.95% | 11:24 | 06:36 | 08:04 | 08:38 | 11:25 | 30:49 | 03:21 | 02:28 |
 | Magic Stick | 9 | 69.23% | 76.0 | 44.44% | -5.56% | +5.56% | -44.44% | -6.19% | 05:09 | -01:29 | -01:29 | 04:25 | 09:34 | 12:45 | 11:03 | 08:11 |
 | Shiva's Guard | 3 | 23.08% | 72.0 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 33:18 | 28:33 | 28:33 | 31:07 | 40:15 | 40:15 | 11:42 | 08:40 |
 | Ring of Protection | 7 | 53.85% | 68.0 | 42.86% | -7.14% | +57.14% | +7.14% | -50.00% | 01:51 | -01:29 | -01:29 | -01:29 | -01:28 | 11:03 | 00:01 | 00:00 |
 | Ring of Health | 4 | 30.77% | 64.0 | 50.00% | +5.56% | -50.00% | +50.00% | 3.54% | 33:50 | 17:07 | 17:07 | 22:26 | 45:24 | 50:24 | 28:17 | 20:57 |
 | Spirit Vessel | 4 | 30.77% | 60.0 | 50.00% | +5.56% | +50.00% | -50.00% | -35.29% | 19:29 | 15:33 | 15:33 | 16:17 | 18:23 | 27:43 | 02:50 | 02:05 |
 | Scythe of Vyse | 1 | 7.69% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 7.69% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:09 | 17:09 | 17:09 | 17:09 | 17:09 | 17:09 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 7.69% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:41 | 45:41 | 45:41 | 45:41 | 45:41 | 45:41 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 7.69% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 7.69% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 7.69% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 00:00 | 00:00 |
 | Urn of Shadows | 6 | 46.15% | 32.0 | 33.33% | -23.81% | +66.67% | -33.33% | -100.00% | 11:18 | 09:50 | 10:29 | 10:56 | 11:14 | 14:08 | 00:45 | 00:33 |
 | Headdress | 3 | 23.08% | 28.0 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | -00:04 | -01:29 | -01:29 | -01:29 | 02:47 | 02:47 | 04:16 | 03:09 |
 | Pipe of Insight | 1 | 7.69% | 24.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 7.69% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:15 | 17:15 | 17:15 | 17:15 | 17:15 | 17:15 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 7.69% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 7.69% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:31 | 22:31 | 22:31 | 22:31 | 22:31 | 22:31 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 7.69% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 00:00 | 00:00 |
 | Force Staff | 1 | 7.69% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:50 | 21:50 | 21:50 | 21:50 | 21:50 | 21:50 | 00:00 | 00:00 |