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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 | 3 | 21.43% | 100.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 23:32 | 19:22 | 19:22 | 21:29 | 29:45 | 29:45 | 10:23 | 07:41 |
 | Headdress | 5 | 35.71% | 96.9 | 80.00% | +35.56% | +20.00% | +20.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 14 | 100.00% | 93.8 | 57.14% | +57.14% | -7.14% | -23.81% | -5.21% | 05:43 | 02:10 | 04:13 | 05:47 | 07:25 | 08:00 | 03:12 | 02:22 |
 | Magic Stick | 14 | 100.00% | 90.6 | 57.14% | +57.14% | +17.86% | -23.81% | -19.09% | 03:32 | -01:29 | -01:28 | 02:08 | 03:39 | 20:42 | 05:07 | 03:47 |
 | Arcane Boots | 14 | 100.00% | 87.5 | 57.14% | +57.14% | +17.86% | -23.81% | -10.33% | 14:41 | 10:07 | 11:40 | 13:50 | 15:42 | 26:21 | 04:02 | 02:59 |
 | Void Stone | 4 | 28.57% | 84.4 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 22:57 | 14:28 | 14:28 | 20:48 | 26:12 | 30:20 | 11:44 | 08:41 |
 | Crown | 2 | 14.29% | 81.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 09:26 | 09:25 | 09:25 | 09:26 | 09:26 | 09:26 | 00:01 | 00:00 |
 | Wind Lace | 2 | 14.29% | 78.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 31:43 | 25:13 | 25:13 | 38:13 | 38:13 | 38:13 | 13:00 | 09:37 |
 | Lotus Orb | 2 | 14.29% | 75.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 31:06 | 30:38 | 30:38 | 31:34 | 31:34 | 31:34 | 00:56 | 00:41 |
 | Veil of Discord | 2 | 14.29% | 71.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 14:06 | 12:44 | 12:44 | 15:27 | 15:27 | 15:27 | 02:43 | 02:00 |
 | Ring of Health | 2 | 14.29% | 68.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:57 | 30:20 | 30:20 | 31:33 | 31:33 | 31:33 | 01:13 | 00:54 |
 | Blink Dagger | 7 | 50.00% | 65.6 | 57.14% | 0.00% | -7.14% | -7.14% | 0.00% | 24:52 | 19:43 | 21:02 | 24:29 | 25:45 | 30:54 | 04:43 | 03:29 |
 | Magic Wand | 11 | 78.57% | 62.5 | 45.45% | -54.55% | +21.22% | +21.22% | 0.00% | 09:32 | 02:12 | 03:56 | 09:45 | 11:37 | 21:21 | 07:41 | 05:41 |
 | Ring of Basilius | 3 | 21.43% | 59.4 | 66.67% | +12.12% | +33.33% | 0.00% | -0.63% | 30:01 | 11:53 | 11:53 | 13:03 | 1:05:06 | 1:05:06 | 53:13 | 39:25 |
 | Aether Lens | 3 | 21.43% | 56.3 | 66.67% | +12.12% | +33.33% | 0.00% | -3.08% | 22:53 | 18:22 | 18:22 | 21:07 | 29:11 | 29:11 | 10:49 | 08:00 |
 | Ghost Scepter | 1 | 7.14% | 53.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 7.14% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Solar Crest | 1 | 7.14% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 7.14% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 00:00 | 00:00 |
 | Chainmail | 1 | 7.14% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 7.14% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 30:57 | 00:00 | 00:00 |
 | Blight Stone | 5 | 35.71% | 34.4 | 40.00% | -26.67% | +60.00% | +60.00% | 0.00% | 06:27 | -01:29 | -01:29 | -01:29 | -01:28 | 38:12 | 00:01 | 00:00 |
 | Fluffy Hat | 5 | 35.71% | 31.3 | 40.00% | -26.67% | -40.00% | -40.00% | 0.00% | 17:51 | 08:12 | 08:12 | 15:02 | 26:24 | 29:50 | 18:12 | 13:28 |
 | Force Staff | 2 | 14.29% | 28.1 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 25:23 | 22:50 | 22:50 | 27:56 | 27:56 | 27:56 | 05:06 | 03:46 |
 | Urn of Shadows | 2 | 14.29% | 25.0 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 10:55 | 09:40 | 09:40 | 12:10 | 12:10 | 12:10 | 02:30 | 01:51 |
 | Spirit Vessel | 2 | 14.29% | 21.9 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 20:18 | 19:02 | 19:02 | 21:34 | 21:34 | 21:34 | 02:32 | 01:52 |
 | Ring of Protection | 3 | 21.43% | 18.8 | 33.33% | -30.31% | -33.33% | 0.00% | 0.60% | 28:44 | 09:17 | 09:17 | 11:49 | 1:05:06 | 1:05:06 | 55:49 | 41:20 |
 | Vladmir's Offering | 1 | 7.14% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 00:00 | 00:00 |
 | Buckler | 1 | 7.14% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 7.14% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 1:05:06 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 7.14% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 14.29% | 3.1 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 44:25 | 42:03 | 42:03 | 46:46 | 46:46 | 46:46 | 04:43 | 03:29 |