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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 | |
 | Vladmir's Offering | 4 | 16.67% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 33:41 | 26:43 | 26:43 | 30:22 | 31:24 | 46:14 | 04:41 | 03:28 |
 | Ring of Basilius | 5 | 20.83% | 97.9 | 80.00% | +53.68% | +20.00% | +20.00% | 0.00% | 31:20 | 25:01 | 25:01 | 29:21 | 30:22 | 46:14 | 05:21 | 03:57 |
 | Buckler | 5 | 20.83% | 95.8 | 80.00% | +53.68% | +20.00% | +20.00% | 0.00% | 29:50 | 20:48 | 20:48 | 28:53 | 30:22 | 46:14 | 09:34 | 07:05 |
 | Ring of Protection | 10 | 41.67% | 93.8 | 60.00% | +38.57% | +6.67% | -10.00% | -0.96% | 07:32 | -01:29 | -01:29 | -01:29 | 18:49 | 28:53 | 20:18 | 15:02 |
 | Urn of Shadows | 8 | 33.33% | 91.7 | 62.50% | +37.50% | -12.50% | -12.50% | 0.00% | 07:48 | 02:53 | 02:58 | 06:24 | 08:18 | 19:28 | 05:20 | 03:57 |
 | Wind Lace | 15 | 62.50% | 89.6 | 46.67% | +24.45% | -21.67% | +28.33% | 14.22% | 10:16 | 05:07 | 07:25 | 09:49 | 10:56 | 25:15 | 03:31 | 02:36 |
 | Chainmail | 2 | 8.33% | 87.5 | 100.00% | +68.18% | 0.00% | 0.00% | 0.00% | 20:32 | 14:38 | 14:38 | 26:25 | 26:25 | 26:25 | 11:47 | 08:43 |
 | Medallion of Courage | 2 | 8.33% | 85.4 | 100.00% | +68.18% | 0.00% | 0.00% | 0.00% | 22:02 | 15:44 | 15:44 | 28:20 | 28:20 | 28:20 | 12:36 | 09:20 |
 | Blight Stone | 2 | 8.33% | 83.3 | 100.00% | +68.18% | 0.00% | 0.00% | 0.00% | 21:42 | 15:44 | 15:44 | 27:40 | 27:40 | 27:40 | 11:56 | 08:50 |
 | Solar Crest | 2 | 8.33% | 81.3 | 100.00% | +68.18% | 0.00% | 0.00% | 0.00% | 27:36 | 21:24 | 21:24 | 33:47 | 33:47 | 33:47 | 12:23 | 09:10 |
 | Magic Wand | 22 | 91.67% | 79.2 | 40.91% | +40.91% | +9.09% | +19.09% | 1.36% | 08:43 | 01:49 | 04:22 | 07:30 | 11:43 | 20:05 | 07:21 | 05:26 |
 | Boots of Speed | 24 | 100.00% | 77.1 | 37.50% | +37.50% | -37.50% | +29.17% | 12.66% | 07:02 | 02:59 | 03:54 | 04:54 | 09:10 | 23:00 | 05:16 | 03:54 |
 | Magic Stick | 24 | 100.00% | 75.0 | 37.50% | +37.50% | -20.83% | +12.50% | 33.33% | 01:56 | -01:29 | -01:29 | 00:57 | 02:08 | 10:38 | 03:37 | 02:40 |
 | Morbid Mask | 14 | 58.33% | 72.9 | 42.86% | +12.86% | -42.86% | +57.14% | 6.45% | 15:34 | 06:43 | 08:10 | 09:04 | 23:40 | 46:14 | 15:30 | 11:28 |
 | Void Stone | 5 | 20.83% | 70.8 | 60.00% | +28.42% | -60.00% | +40.00% | 7.64% | 39:21 | 31:17 | 31:17 | 37:41 | 44:22 | 50:30 | 13:05 | 09:41 |
 | Drum of Endurance | 5 | 20.83% | 68.8 | 60.00% | +28.42% | +40.00% | +40.00% | 0.00% | 21:22 | 13:48 | 13:48 | 21:58 | 24:21 | 26:16 | 10:33 | 07:48 |
 | Ring of Health | 6 | 25.00% | 66.7 | 50.00% | +16.67% | -50.00% | +50.00% | 7.64% | 36:06 | 20:53 | 31:17 | 31:54 | 44:22 | 50:30 | 13:05 | 09:41 |
 | Refresher Orb | 3 | 12.50% | 64.6 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 44:39 | 37:47 | 37:47 | 45:25 | 50:46 | 50:46 | 12:59 | 09:37 |
 | Aghanim's Shard | 3 | 12.50% | 62.5 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 34:15 | 28:58 | 28:58 | 30:08 | 43:40 | 43:40 | 14:42 | 10:53 |
 | Force Staff | 3 | 12.50% | 60.4 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 26:13 | 18:59 | 18:59 | 24:41 | 34:59 | 34:59 | 16:00 | 11:51 |
 | Tranquil Boots | 8 | 33.33% | 58.3 | 37.50% | 0.00% | +62.50% | +12.50% | -4.07% | 16:34 | 09:31 | 09:33 | 11:23 | 21:51 | 33:17 | 12:18 | 09:06 |
 | Butterfly | 4 | 16.67% | 56.3 | 50.00% | +15.00% | +50.00% | +50.00% | 0.00% | 32:45 | 21:19 | 21:19 | 27:17 | 29:58 | 52:27 | 08:39 | 06:24 |
 | Aghanim's Blessing | 1 | 4.17% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:26 | 49:26 | 49:26 | 49:26 | 49:26 | 49:26 | 00:00 | 00:00 |
 | Aether Lens | 1 | 4.17% | 52.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:49 | 55:49 | 55:49 | 55:49 | 55:49 | 55:49 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.17% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:57 | 32:57 | 32:57 | 32:57 | 32:57 | 32:57 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 4.17% | 47.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 4.17% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:47 | 02:47 | 02:47 | 02:47 | 02:47 | 02:47 | 00:00 | 00:00 |
 | Black King Bar | 11 | 45.83% | 43.8 | 27.27% | -18.88% | +39.40% | +6.06% | -4.71% | 26:40 | 17:07 | 19:08 | 22:20 | 26:13 | 55:04 | 07:05 | 05:14 |
 | Aghanim's Scepter | 5 | 20.83% | 41.7 | 40.00% | +3.16% | +60.00% | -40.00% | -3.99% | 33:27 | 19:50 | 19:50 | 31:17 | 44:52 | 47:15 | 25:02 | 18:32 |
 | Power Treads | 13 | 54.17% | 39.6 | 23.08% | -31.47% | -23.08% | +43.59% | 50.00% | 08:11 | 05:42 | 06:20 | 06:55 | 07:40 | 19:43 | 01:20 | 00:59 |
 | Mask of Madness | 10 | 41.67% | 37.5 | 20.00% | -30.00% | +46.67% | -20.00% | -66.67% | 10:54 | 09:59 | 10:08 | 10:26 | 10:54 | 14:42 | 00:46 | 00:34 |
 | Spirit Vessel | 2 | 8.33% | 35.4 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 21:30 | 21:27 | 21:27 | 21:33 | 21:33 | 21:33 | 00:06 | 00:04 |
 | Ethereal Blade | 2 | 8.33% | 33.3 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 27:31 | 25:10 | 25:10 | 29:51 | 29:51 | 29:51 | 04:41 | 03:28 |
 | Glimmer Cape | 2 | 8.33% | 31.3 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 25:30 | 25:28 | 25:28 | 25:32 | 25:32 | 25:32 | 00:04 | 00:02 |
 | Ghost Scepter | 2 | 8.33% | 29.2 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 25:12 | 24:46 | 24:46 | 25:38 | 25:38 | 25:38 | 00:52 | 00:38 |
 | Wraith Band | 12 | 50.00% | 27.1 | 16.67% | -41.66% | -16.67% | -16.67% | 0.00% | 03:32 | 01:38 | 02:24 | 02:45 | 03:10 | 10:55 | 00:46 | 00:34 |
 | Dragon Lance | 3 | 12.50% | 25.0 | 33.33% | -4.77% | +66.67% | 0.00% | 0.00% | 15:39 | 12:43 | 12:43 | 16:46 | 17:29 | 17:29 | 04:46 | 03:31 |
 | Manta Style | 3 | 12.50% | 22.9 | 33.33% | -4.77% | -33.33% | 0.00% | 0.00% | 25:49 | 19:43 | 19:43 | 22:48 | 34:55 | 34:55 | 15:12 | 11:15 |
 | Yasha | 10 | 41.67% | 20.8 | 10.00% | -47.14% | -10.00% | -10.00% | 0.00% | 14:00 | 11:24 | 13:09 | 13:58 | 15:08 | 15:52 | 01:59 | 01:28 |
 | Crown | 1 | 4.17% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |
 | Crystalys | 1 | 4.17% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 4.17% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 00:00 | 00:00 |
 | Sange and Yasha | 4 | 16.67% | 12.5 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 19:57 | 14:03 | 14:03 | 20:09 | 22:20 | 23:14 | 08:17 | 06:08 |
 | Pipe of Insight | 1 | 4.17% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 00:00 | 00:00 |
 | Headdress | 1 | 4.17% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 00:00 | 00:00 |
 | Sange | 4 | 16.67% | 6.3 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 19:45 | 14:03 | 14:03 | 20:09 | 22:05 | 22:43 | 08:02 | 05:57 |
 | Eye of Skadi | 2 | 8.33% | 4.2 | 0.00% | -40.91% | 0.00% | 0.00% | 0.00% | 28:36 | 27:39 | 27:39 | 29:32 | 29:32 | 29:32 | 01:53 | 01:23 |
 | Divine Rapier | 1 | 4.17% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:49 | 48:49 | 48:49 | 48:49 | 48:49 | 48:49 | 00:00 | 00:00 |