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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 | |
 | Pipe of Insight | 3 | 33.33% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 18:47 | 16:02 | 16:02 | 17:20 | 22:59 | 22:59 | 06:57 | 05:08 |
 | Bracer | 3 | 33.33% | 98.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 03:35 | 01:40 | 01:40 | 02:59 | 06:06 | 06:06 | 04:26 | 03:17 |
 | Essence Ring | 3 | 33.33% | 96.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 20:00 | 19:00 | 19:00 | 20:00 | 21:00 | 21:00 | 02:00 | 01:28 |
 | Mekansm | 3 | 33.33% | 94.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 14:26 | 11:32 | 11:32 | 15:20 | 16:27 | 16:27 | 04:55 | 03:38 |
 | Headdress | 3 | 33.33% | 93.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 13:01 | 11:31 | 11:31 | 12:13 | 15:20 | 15:20 | 03:49 | 02:49 |
 | Ring of Health | 8 | 88.89% | 91.4 | 75.00% | +75.00% | -25.00% | +25.00% | 11.03% | 11:29 | 07:31 | 07:38 | 09:35 | 12:10 | 23:30 | 04:32 | 03:21 |
 | Boots of Speed | 9 | 100.00% | 89.7 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 04:04 | 01:57 | 02:44 | 04:01 | 04:41 | 06:43 | 01:57 | 01:26 |
 | Magic Stick | 9 | 100.00% | 87.9 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 02:48 | -01:29 | -00:43 | 02:56 | 04:02 | 06:31 | 04:45 | 03:31 |
 | Magic Wand | 9 | 100.00% | 86.2 | 66.67% | +66.67% | -16.67% | +33.33% | 14.35% | 05:25 | 01:37 | 03:29 | 05:49 | 06:58 | 08:32 | 03:29 | 02:34 |
 | Hood of Defiance | 7 | 77.78% | 84.5 | 71.43% | +21.43% | -21.43% | +28.57% | 13.76% | 09:57 | 07:40 | 07:48 | 09:35 | 11:26 | 12:53 | 03:38 | 02:41 |
 | Null Talisman | 7 | 77.78% | 82.8 | 71.43% | +21.43% | +28.57% | +28.57% | 0.00% | 01:57 | 00:59 | 01:22 | 01:28 | 01:43 | 04:41 | 00:21 | 00:15 |
 | Blink Dagger | 2 | 22.22% | 81.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 25:39 | 15:58 | 15:58 | 35:19 | 35:19 | 35:19 | 19:21 | 14:20 |
 | Arcane Boots | 2 | 22.22% | 79.3 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 08:22 | 06:30 | 06:30 | 10:14 | 10:14 | 10:14 | 03:44 | 02:45 |
 | Guardian Greaves | 2 | 22.22% | 77.6 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 20:16 | 19:22 | 19:22 | 21:10 | 21:10 | 21:10 | 01:48 | 01:20 |
 | Crown | 2 | 22.22% | 75.9 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 13:39 | 02:47 | 02:47 | 24:30 | 24:30 | 24:30 | 21:43 | 16:05 |
 | Aghanim's Shard | 2 | 22.22% | 74.1 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 21:02 | 20:31 | 20:31 | 21:33 | 21:33 | 21:33 | 01:02 | 00:45 |
 | Kaya | 2 | 22.22% | 72.4 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 21:11 | 15:22 | 15:22 | 27:00 | 27:00 | 27:00 | 11:38 | 08:37 |
 | Pig Pole | 2 | 22.22% | 70.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 09:30 | 09:00 | 09:00 | 10:00 | 10:00 | 10:00 | 01:00 | 00:44 |
 | Buckler | 2 | 22.22% | 69.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 20:00 | 19:22 | 19:22 | 20:37 | 20:37 | 20:37 | 01:15 | 00:55 |
 | Ring of Protection | 4 | 44.44% | 67.2 | 75.00% | +15.00% | -75.00% | +25.00% | 7.22% | 08:52 | -01:29 | -01:29 | 00:58 | 15:20 | 20:37 | 16:49 | 12:27 |
 | Chainmail | 4 | 44.44% | 65.5 | 75.00% | +15.00% | -75.00% | +25.00% | 9.39% | 11:55 | 04:41 | 04:41 | 11:32 | 15:20 | 16:05 | 10:39 | 07:53 |
 | Lotus Orb | 4 | 44.44% | 63.8 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 23:14 | 19:34 | 19:34 | 19:58 | 23:51 | 29:32 | 04:17 | 03:10 |
 | Quelling Blade | 4 | 44.44% | 62.1 | 75.00% | +15.00% | +25.00% | -75.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Void Stone | 7 | 77.78% | 60.3 | 57.14% | -42.86% | -7.14% | +42.86% | 21.58% | 21:07 | 12:44 | 19:26 | 20:38 | 21:45 | 29:32 | 02:19 | 01:42 |
 | Power Treads | 3 | 33.33% | 58.6 | 66.67% | 0.00% | +33.33% | 0.00% | -8.26% | 07:58 | 05:30 | 05:30 | 08:51 | 09:32 | 09:32 | 04:02 | 02:59 |
 | Vambrace | 3 | 33.33% | 56.9 | 66.67% | 0.00% | -66.67% | 0.00% | 33.34% | 19:00 | 18:00 | 18:00 | 19:00 | 20:00 | 20:00 | 02:00 | 01:28 |
 | Sange | 4 | 44.44% | 55.2 | 50.00% | -30.00% | +50.00% | -50.00% | -6.70% | 19:44 | 10:23 | 10:23 | 16:03 | 25:19 | 27:09 | 14:56 | 11:03 |
 | Philosopher's Stone | 1 | 11.11% | 53.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |
 | Keen Optic | 1 | 11.11% | 51.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Arcane Ring | 1 | 11.11% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Flicker | 1 | 11.11% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 |
 | Spider Legs | 1 | 11.11% | 46.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 |
 | Dagon | 1 | 11.11% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 11.11% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 00:00 | 00:00 |
 | Ascetic's Cap | 1 | 11.11% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 11.11% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 11.11% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 11.11% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 11.11% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 11.11% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 00:00 | 00:00 |
 | Fae Grenade | 1 | 11.11% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 00:00 | 00:00 |
 | Trickster Cloak | 1 | 11.11% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 00:00 | 00:00 |
 | Boots of Travel | 2 | 22.22% | 27.6 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 16:25 | 09:22 | 09:22 | 23:28 | 23:28 | 23:28 | 14:06 | 10:26 |
 | Fairy's Trinket | 2 | 22.22% | 25.9 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 08:30 | 08:00 | 08:00 | 09:00 | 09:00 | 09:00 | 01:00 | 00:44 |
 | Fluffy Hat | 2 | 22.22% | 24.1 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 01:44 | 00:59 | 00:59 | 02:29 | 02:29 | 02:29 | 01:30 | 01:06 |
 | Blast Rig | 2 | 22.22% | 22.4 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Ocean Heart | 2 | 22.22% | 20.7 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 10:30 | 10:00 | 10:00 | 11:00 | 11:00 | 11:00 | 01:00 | 00:44 |
 | Eul's Scepter of Divinity | 3 | 33.33% | 19.0 | 33.33% | -50.00% | -33.33% | 0.00% | 4.29% | 17:54 | 12:52 | 12:52 | 20:13 | 20:38 | 20:38 | 07:46 | 05:45 |
 | Wind Lace | 3 | 33.33% | 17.2 | 33.33% | -50.00% | -33.33% | 0.00% | 2.93% | 16:18 | 08:59 | 08:59 | 19:34 | 20:21 | 20:21 | 11:22 | 08:25 |
 | Shiva's Guard | 3 | 33.33% | 15.5 | 33.33% | -50.00% | -33.33% | 0.00% | 1.11% | 32:05 | 14:23 | 14:23 | 37:20 | 44:32 | 44:32 | 30:09 | 22:20 |
 | Heaven's Halberd | 3 | 33.33% | 13.8 | 33.33% | -50.00% | -33.33% | 0.00% | 2.76% | 25:21 | 18:25 | 18:25 | 27:08 | 30:30 | 30:30 | 12:05 | 08:57 |
 | Possessed Mask | 1 | 11.11% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Cloak of Flames | 1 | 11.11% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 |
 | Pupil's Gift | 1 | 11.11% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 11.11% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:22 | 04:22 | 04:22 | 04:22 | 04:22 | 04:22 | 00:00 | 00:00 |
 | Quickening Charm | 1 | 11.11% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 |
 | Phase Boots | 1 | 11.11% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:43 | 05:43 | 05:43 | 05:43 | 05:43 | 05:43 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 11.11% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 00:00 | 00:00 |