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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 | |
 | Chainmail | 5 | 6.67% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 20:51 | 16:04 | 16:04 | 17:47 | 21:15 | 31:32 | 05:11 | 03:50 |
 | Force Staff | 25 | 33.33% | 97.8 | 68.00% | +32.00% | +15.33% | -1.33% | -1.41% | 29:17 | 18:50 | 22:16 | 29:16 | 34:03 | 40:49 | 11:47 | 08:43 |
 | Drum of Endurance | 10 | 13.33% | 95.6 | 80.00% | +38.46% | -13.33% | +20.00% | 3.77% | 27:04 | 21:27 | 22:05 | 25:18 | 30:56 | 33:39 | 08:51 | 06:33 |
 | Aghanim's Shard | 40 | 53.33% | 93.3 | 60.00% | +28.57% | +20.00% | -10.00% | -3.16% | 29:15 | 15:38 | 23:17 | 27:51 | 32:47 | 54:12 | 09:30 | 07:02 |
 | Crown | 14 | 18.67% | 91.1 | 71.43% | +30.45% | +3.57% | +28.57% | 2.54% | 19:43 | 09:24 | 13:54 | 19:27 | 23:44 | 29:58 | 09:50 | 07:17 |
 | Fluffy Hat | 42 | 56.00% | 88.9 | 57.14% | +23.81% | -20.78% | +32.86% | 6.39% | 17:48 | 02:18 | 12:23 | 16:33 | 20:47 | 40:49 | 08:24 | 06:13 |
 | Medallion of Courage | 4 | 5.33% | 86.7 | 100.00% | +56.34% | 0.00% | 0.00% | 0.00% | 18:41 | 17:33 | 17:33 | 17:37 | 17:47 | 21:47 | 00:14 | 00:10 |
 | Solar Crest | 4 | 5.33% | 84.4 | 100.00% | +56.34% | 0.00% | 0.00% | 0.00% | 25:47 | 23:05 | 23:05 | 25:33 | 25:38 | 28:52 | 02:33 | 01:53 |
 | Blight Stone | 4 | 5.33% | 82.2 | 100.00% | +56.34% | 0.00% | 0.00% | 0.00% | 18:33 | 17:33 | 17:33 | 17:37 | 17:47 | 21:15 | 00:14 | 00:10 |
 | Arcane Boots | 27 | 36.00% | 80.0 | 59.26% | +19.68% | -2.12% | -2.12% | 0.00% | 16:36 | 09:24 | 13:16 | 15:58 | 18:41 | 28:21 | 05:25 | 04:00 |
 | Ring of Basilius | 14 | 18.67% | 77.8 | 64.29% | +21.67% | -14.29% | +35.71% | 9.80% | 11:25 | 03:08 | 07:34 | 09:27 | 12:40 | 32:22 | 05:06 | 03:46 |
 | Boots of Speed | 75 | 100.00% | 75.6 | 46.67% | +46.67% | -20.35% | -4.56% | 5.51% | 08:38 | 01:41 | 07:03 | 08:42 | 09:55 | 19:51 | 02:52 | 02:07 |
 | Magic Stick | 75 | 100.00% | 73.3 | 46.67% | +46.67% | +16.49% | -20.35% | -15.04% | 01:54 | -01:29 | -01:29 | 00:52 | 03:56 | 13:45 | 05:25 | 04:00 |
 | Wind Lace | 38 | 50.67% | 71.1 | 50.00% | +6.76% | +10.00% | +16.67% | 1.05% | 11:51 | 02:40 | 07:14 | 11:29 | 13:35 | 29:46 | 06:21 | 04:42 |
 | Magic Wand | 46 | 61.33% | 68.9 | 47.83% | +3.00% | +2.17% | -2.38% | -0.78% | 12:04 | 04:38 | 09:16 | 12:05 | 15:08 | 22:23 | 05:52 | 04:20 |
 | Tranquil Boots | 31 | 41.33% | 66.7 | 48.39% | +2.94% | +14.11% | +14.11% | 0.00% | 16:19 | 10:08 | 12:14 | 14:02 | 15:32 | 29:46 | 03:18 | 02:26 |
 | Void Stone | 13 | 17.33% | 64.4 | 53.85% | +8.69% | -20.52% | +12.82% | 2.26% | 30:20 | 19:17 | 21:10 | 26:17 | 35:56 | 57:47 | 14:46 | 10:56 |
 | Glimmer Cape | 12 | 16.00% | 62.2 | 50.00% | +3.97% | +16.67% | -16.67% | -7.75% | 25:37 | 19:29 | 22:53 | 26:18 | 27:11 | 29:06 | 04:18 | 03:11 |
 | Aeon Disk | 2 | 2.67% | 60.0 | 100.00% | +54.79% | 0.00% | 0.00% | 0.00% | 32:58 | 31:13 | 31:13 | 34:43 | 34:43 | 34:43 | 03:30 | 02:35 |
 | Ring of Protection | 2 | 2.67% | 57.8 | 100.00% | +54.79% | 0.00% | 0.00% | 0.00% | 15:13 | -01:29 | -01:29 | 31:54 | 31:54 | 31:54 | 33:23 | 24:43 |
 | Aether Lens | 10 | 13.33% | 55.6 | 50.00% | +3.85% | -16.67% | 0.00% | 1.22% | 31:06 | 21:26 | 22:38 | 25:44 | 36:19 | 1:05:25 | 13:41 | 10:08 |
 | Veil of Discord | 7 | 9.33% | 53.3 | 57.14% | +11.55% | +42.86% | -7.14% | -20.00% | 21:06 | 16:52 | 16:55 | 17:08 | 19:25 | 30:39 | 02:30 | 01:51 |
 | Ghost Scepter | 7 | 9.33% | 51.1 | 57.14% | +11.55% | -7.14% | -7.14% | 0.00% | 37:10 | 25:33 | 34:49 | 37:06 | 41:33 | 42:48 | 06:44 | 04:59 |
 | Helm of the Dominator | 3 | 4.00% | 48.9 | 66.67% | +20.84% | -66.67% | 0.00% | 0.00% | 24:05 | 22:22 | 22:22 | 23:59 | 25:54 | 25:54 | 03:32 | 02:37 |
 | Helm of Iron Will | 3 | 4.00% | 46.7 | 66.67% | +20.84% | -66.67% | 0.00% | 0.00% | 22:53 | 19:26 | 19:26 | 23:43 | 25:29 | 25:29 | 06:03 | 04:28 |
 | Bottle | 1 | 1.33% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Buckler | 1 | 1.33% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.33% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.33% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.33% | 35.6 | 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 |
 | Scythe of Vyse | 1 | 1.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:58 | 57:58 | 57:58 | 57:58 | 57:58 | 57:58 | 00:00 | 00:00 |
 | Orb of Venom | 8 | 10.67% | 31.1 | 25.00% | -24.25% | -25.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Octarine Core | 2 | 2.67% | 28.9 | 50.00% | +3.42% | -50.00% | 0.00% | 0.00% | 55:48 | 44:12 | 44:12 | 1:07:23 | 1:07:23 | 1:07:23 | 23:11 | 17:10 |
 | Blink Dagger | 2 | 2.67% | 26.7 | 50.00% | +3.42% | -50.00% | 0.00% | 0.00% | 27:03 | 15:37 | 15:37 | 38:29 | 38:29 | 38:29 | 22:52 | 16:56 |
 | Bracer | 2 | 2.67% | 24.4 | 50.00% | +3.42% | +50.00% | 0.00% | 0.00% | 22:21 | 20:28 | 20:28 | 24:14 | 24:14 | 24:14 | 03:46 | 02:47 |
 | Lotus Orb | 2 | 2.67% | 22.2 | 50.00% | +3.42% | -50.00% | 0.00% | 0.00% | 38:41 | 31:00 | 31:00 | 46:21 | 46:21 | 46:21 | 15:21 | 11:22 |
 | Wraith Band | 3 | 4.00% | 20.0 | 33.33% | -13.89% | -33.33% | 0.00% | 0.00% | 30:58 | 29:08 | 29:08 | 31:22 | 32:24 | 32:24 | 03:16 | 02:25 |
 | Hand of Midas | 3 | 4.00% | 17.8 | 33.33% | -13.89% | -33.33% | 0.00% | 0.00% | 25:23 | 20:40 | 20:40 | 21:48 | 33:41 | 33:41 | 13:01 | 09:38 |
 | Ring of Health | 3 | 4.00% | 15.6 | 33.33% | -13.89% | -33.33% | 0.00% | 0.00% | 33:54 | 25:04 | 25:04 | 30:43 | 45:56 | 45:56 | 20:52 | 15:27 |
 | Sange | 1 | 1.33% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 18:36 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.33% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.33% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 31:44 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.33% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.33% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 00:00 | 00:00 |
 | Headdress | 1 | 1.33% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |