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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 | |
 | Aeon Disk | 8 | 8.70% | 100.0 | 87.50% | +52.98% | +12.50% | +12.50% | 0.00% | 41:15 | 32:42 | 36:03 | 39:10 | 43:09 | 54:59 | 07:06 | 05:15 |
 | Ring of Health | 4 | 4.35% | 97.8 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 34:39 | 30:47 | 30:47 | 31:06 | 34:47 | 41:55 | 04:00 | 02:57 |
 | Glimmer Cape | 21 | 22.83% | 95.6 | 61.90% | +29.51% | +38.10% | -21.90% | -6.07% | 33:00 | 23:33 | 27:27 | 31:31 | 37:20 | 57:21 | 09:53 | 07:19 |
 | Wind Lace | 19 | 20.65% | 93.3 | 57.89% | +23.64% | -17.89% | +22.11% | 4.64% | 18:00 | -01:29 | 12:29 | 17:34 | 21:06 | 31:37 | 08:37 | 06:22 |
 | Void Stone | 37 | 40.22% | 91.1 | 48.65% | +15.92% | -26.43% | -4.21% | 2.00% | 28:47 | 14:21 | 22:29 | 27:50 | 33:34 | 44:36 | 11:05 | 08:12 |
 | Aether Lens | 32 | 34.78% | 88.9 | 50.00% | +16.67% | -12.50% | 0.00% | 1.17% | 29:31 | 14:26 | 24:01 | 27:26 | 34:42 | 44:44 | 10:41 | 07:54 |
 | Blight Stone | 47 | 51.09% | 86.7 | 44.68% | +11.35% | -3.01% | +5.32% | 8.33% | -01:25 | -01:29 | -01:29 | -01:29 | -01:28 | -00:39 | 00:01 | 00:00 |
 | Boots of Travel | 3 | 3.26% | 84.4 | 100.00% | +62.92% | 0.00% | 0.00% | 0.00% | 47:49 | 45:27 | 45:27 | 47:17 | 50:44 | 50:44 | 05:17 | 03:54 |
 | Magic Wand | 85 | 92.39% | 82.2 | 40.00% | +11.43% | -1.90% | -11.43% | -1.40% | 10:50 | -01:04 | 06:14 | 09:48 | 13:02 | 33:09 | 06:48 | 05:02 |
 | Magic Stick | 91 | 98.91% | 80.0 | 39.56% | +39.56% | -9.13% | -0.43% | 1.76% | 03:44 | -01:29 | 01:34 | 02:46 | 06:31 | 18:51 | 04:57 | 03:40 |
 | Boots of Speed | 92 | 100.00% | 77.8 | 39.13% | +39.13% | -4.35% | 0.00% | 1.07% | 04:52 | -01:29 | 03:25 | 05:04 | 07:29 | 14:32 | 04:04 | 03:00 |
 | Blink Dagger | 41 | 44.57% | 75.6 | 43.90% | +8.61% | +6.10% | -3.90% | -0.90% | 26:55 | 16:15 | 21:35 | 24:18 | 32:40 | 44:19 | 11:05 | 08:12 |
 | Arcane Boots | 87 | 94.57% | 73.3 | 37.93% | -22.07% | -1.57% | +2.98% | 1.19% | 13:07 | 06:36 | 10:56 | 12:15 | 14:45 | 25:51 | 03:49 | 02:49 |
 | Aghanim's Shard | 50 | 54.35% | 71.1 | 40.00% | +1.90% | -1.54% | +10.00% | 1.11% | 24:26 | 15:00 | 17:41 | 20:15 | 28:04 | 50:37 | 10:23 | 07:41 |
 | Fluffy Hat | 59 | 64.13% | 68.9 | 37.29% | -5.13% | +9.38% | -10.62% | -1.69% | 18:36 | 04:01 | 12:40 | 17:46 | 24:28 | 35:51 | 11:48 | 08:44 |
 | Force Staff | 46 | 50.00% | 66.7 | 36.96% | -4.34% | +13.04% | +8.49% | -0.48% | 25:57 | 15:58 | 21:06 | 26:05 | 30:33 | 41:11 | 09:27 | 07:00 |
 | Tranquil Boots | 6 | 6.52% | 64.4 | 66.67% | +29.46% | +33.33% | +33.33% | 0.00% | 18:48 | 08:30 | 09:55 | 15:34 | 26:59 | 30:44 | 17:04 | 12:38 |
 | Octarine Core | 4 | 4.35% | 62.2 | 75.00% | +37.50% | +25.00% | -75.00% | 0.00% | 40:12 | 36:53 | 36:53 | 38:30 | 41:30 | 43:55 | 04:37 | 03:25 |
 | Eul's Scepter of Divinity | 2 | 2.17% | 60.0 | 100.00% | +62.22% | 0.00% | 0.00% | 0.00% | 30:14 | 29:09 | 29:09 | 31:18 | 31:18 | 31:18 | 02:09 | 01:35 |
 | Drum of Endurance | 2 | 2.17% | 57.8 | 100.00% | +62.22% | 0.00% | 0.00% | 0.00% | 33:23 | 22:04 | 22:04 | 44:41 | 44:41 | 44:41 | 22:37 | 16:45 |
 | Lotus Orb | 2 | 2.17% | 55.6 | 100.00% | +62.22% | 0.00% | 0.00% | 0.00% | 32:50 | 30:57 | 30:57 | 34:43 | 34:43 | 34:43 | 03:46 | 02:47 |
 | Quelling Blade | 7 | 7.61% | 53.3 | 57.14% | +19.49% | -7.14% | +42.86% | 50.00% | 00:12 | -01:29 | -01:29 | -01:29 | -01:28 | 06:16 | 00:01 | 00:00 |
 | Ring of Basilius | 5 | 5.43% | 51.1 | 60.00% | +22.07% | +40.00% | -60.00% | -12.45% | 13:36 | 03:38 | 03:38 | 09:13 | 11:40 | 34:46 | 08:02 | 05:57 |
 | Kaya | 3 | 3.26% | 48.9 | 66.67% | +28.47% | -66.67% | 0.00% | 0.00% | 38:36 | 34:14 | 34:14 | 34:56 | 46:38 | 46:38 | 12:24 | 09:11 |
 | Scythe of Vyse | 1 | 1.09% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:28 | 1:03:28 | 1:03:28 | 1:03:28 | 1:03:28 | 1:03:28 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.09% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.09% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Bottle | 1 | 1.09% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 00:00 | 00:00 |
 | Headdress | 5 | 5.43% | 37.8 | 40.00% | +0.92% | +60.00% | +60.00% | 0.00% | 25:29 | 16:09 | 16:09 | 21:23 | 32:56 | 37:03 | 16:47 | 12:25 |
 | Ghost Scepter | 5 | 5.43% | 35.6 | 40.00% | +0.92% | -40.00% | +60.00% | 5.84% | 37:18 | 21:23 | 21:23 | 38:22 | 38:30 | 54:13 | 17:07 | 12:40 |
 | Guardian Greaves | 2 | 2.17% | 33.3 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 34:04 | 27:54 | 27:54 | 40:13 | 40:13 | 40:13 | 12:19 | 09:07 |
 | Veil of Discord | 2 | 2.17% | 31.1 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 29:13 | 23:38 | 23:38 | 34:47 | 34:47 | 34:47 | 11:09 | 08:15 |
 | Ethereal Blade | 2 | 2.17% | 28.9 | 50.00% | +11.11% | -50.00% | 0.00% | 0.00% | 46:30 | 38:47 | 38:47 | 54:13 | 54:13 | 54:13 | 15:26 | 11:25 |
 | Buckler | 2 | 2.17% | 26.7 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 31:24 | 22:35 | 22:35 | 40:13 | 40:13 | 40:13 | 17:38 | 13:03 |
 | Ring of Protection | 3 | 3.26% | 24.4 | 33.33% | -6.00% | +66.67% | 0.00% | 0.00% | 32:52 | 20:21 | 20:21 | 38:01 | 40:13 | 40:13 | 19:52 | 14:42 |
 | Crown | 3 | 3.26% | 22.2 | 33.33% | -6.00% | +66.67% | 0.00% | 0.00% | 27:29 | 22:59 | 22:59 | 24:43 | 34:46 | 34:46 | 11:47 | 08:43 |
 | Mekansm | 4 | 4.35% | 20.0 | 25.00% | -14.77% | +75.00% | -25.00% | 0.00% | 23:25 | 19:27 | 19:27 | 19:53 | 21:23 | 32:56 | 01:56 | 01:25 |
 | Chainmail | 4 | 4.35% | 17.8 | 25.00% | -14.77% | +75.00% | -25.00% | 0.00% | 22:35 | 16:09 | 16:09 | 19:53 | 21:23 | 32:56 | 05:14 | 03:52 |
 | Rod of Atos | 1 | 1.09% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Bracer | 2 | 2.17% | 13.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 13:09 | 11:27 | 11:27 | 14:50 | 14:50 | 14:50 | 03:23 | 02:30 |
 | Maelstrom | 1 | 1.09% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Javelin | 1 | 1.09% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.09% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.09% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 00:00 | 00:00 |
 | Wraith Band | 2 | 2.17% | 2.2 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 31:15 | 24:51 | 24:51 | 37:39 | 37:39 | 37:39 | 12:48 | 09:28 |