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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 | |
 | Morbid Mask | 8 | 53.33% | 100.0 | 75.00% | +46.43% | +25.00% | -25.00% | -35.71% | 08:04 | 06:01 | 07:12 | 07:14 | 08:36 | 11:11 | 01:24 | 01:02 |
 | Black King Bar | 13 | 86.67% | 97.9 | 61.54% | +61.54% | -28.21% | +5.13% | 12.05% | 23:08 | 16:15 | 18:35 | 19:26 | 21:21 | 40:12 | 02:46 | 02:02 |
 | Ring of Protection | 5 | 33.33% | 95.8 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 19:20 | 07:41 | 07:41 | 22:58 | 23:04 | 30:15 | 15:23 | 11:23 |
 | Echo Sabre | 9 | 60.00% | 93.8 | 66.67% | +33.34% | -16.67% | -16.67% | 0.00% | 12:44 | 09:09 | 09:41 | 13:16 | 14:25 | 14:57 | 04:44 | 03:30 |
 | Mask of Madness | 7 | 46.67% | 91.7 | 71.43% | +33.93% | +28.57% | -21.43% | -50.00% | 09:51 | 07:31 | 09:41 | 09:50 | 10:12 | 11:24 | 00:31 | 00:22 |
 | Quelling Blade | 12 | 80.00% | 89.6 | 58.33% | +25.00% | +8.34% | +8.34% | 0.00% | -01:21 | -01:30 | -01:29 | -01:29 | -01:29 | 00:06 | 00:00 | 00:00 |
 | Boots of Speed | 15 | 100.00% | 87.5 | 53.33% | +53.33% | +21.67% | -3.33% | -14.29% | 04:44 | 01:38 | 03:12 | 03:59 | 04:57 | 11:59 | 01:45 | 01:17 |
 | Blink Dagger | 10 | 66.67% | 85.4 | 60.00% | +20.00% | -26.67% | -10.00% | 1.58% | 18:24 | 12:21 | 13:31 | 15:50 | 24:04 | 25:04 | 10:33 | 07:48 |
 | Phase Boots | 6 | 40.00% | 83.3 | 66.67% | +22.23% | +33.33% | -66.67% | -63.83% | 05:04 | 03:51 | 04:09 | 04:12 | 05:43 | 07:05 | 01:34 | 01:09 |
 | Buckler | 4 | 26.67% | 81.3 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 22:26 | 12:40 | 12:40 | 23:04 | 23:43 | 30:15 | 11:03 | 08:11 |
 | Satanic | 4 | 26.67% | 79.2 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 31:13 | 27:41 | 27:41 | 29:15 | 31:36 | 36:21 | 03:55 | 02:54 |
 | Magic Stick | 12 | 80.00% | 77.1 | 50.00% | -16.67% | +16.67% | +50.00% | 3.92% | 04:23 | -01:29 | -01:29 | 00:36 | 09:59 | 16:17 | 11:28 | 08:29 |
 | Chainmail | 7 | 46.67% | 75.0 | 57.14% | +7.14% | +42.86% | -57.14% | -34.68% | 05:36 | -01:26 | 01:56 | 04:01 | 04:49 | 21:23 | 02:53 | 02:08 |
 | Power Treads | 7 | 46.67% | 72.9 | 57.14% | +7.14% | -7.14% | +42.86% | 25.21% | 06:41 | 04:32 | 05:01 | 06:02 | 07:00 | 10:32 | 01:59 | 01:28 |
 | Magic Wand | 11 | 73.33% | 70.8 | 45.45% | -29.55% | +21.22% | -12.12% | -3.52% | 09:32 | 01:01 | 03:47 | 10:39 | 13:16 | 19:53 | 09:29 | 07:01 |
 | Bracer | 5 | 33.33% | 68.8 | 60.00% | +10.00% | -60.00% | +40.00% | 100.00% | 01:56 | 01:21 | 01:21 | 01:31 | 01:32 | 03:47 | 00:11 | 00:08 |
 | Mage Slayer | 3 | 20.00% | 66.7 | 66.67% | +16.67% | -66.67% | 0.00% | 21.51% | 20:55 | 19:39 | 19:39 | 20:22 | 22:45 | 22:45 | 03:06 | 02:17 |
 | Sange | 3 | 20.00% | 64.6 | 66.67% | +16.67% | -66.67% | 0.00% | 3.56% | 18:47 | 09:40 | 09:40 | 18:16 | 28:25 | 28:25 | 18:45 | 13:53 |
 | Void Stone | 4 | 26.67% | 62.5 | 50.00% | -4.55% | -50.00% | +50.00% | 16.13% | 27:13 | 20:42 | 20:42 | 26:47 | 26:54 | 34:30 | 06:12 | 04:35 |
 | Swift Blink | 1 | 6.67% | 60.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 6.67% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 34:40 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 6.67% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 00:00 | 00:00 |
 | Soul Ring | 1 | 6.67% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 6.67% | 52.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 6.67% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 16:10 | 00:00 | 00:00 |
 | Ring of Health | 1 | 6.67% | 47.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 6.67% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:38 | 14:38 | 14:38 | 14:38 | 14:38 | 14:38 | 00:00 | 00:00 |
 | Headdress | 1 | 6.67% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:49 | 16:49 | 16:49 | 16:49 | 16:49 | 16:49 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 6.67% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 6.67% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:40 | 12:40 | 12:40 | 12:40 | 12:40 | 12:40 | 00:00 | 00:00 |
 | Silver Edge | 2 | 13.33% | 37.5 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 31:12 | 24:18 | 24:18 | 38:05 | 38:05 | 38:05 | 13:47 | 10:12 |
 | Assault Cuirass | 2 | 13.33% | 35.4 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 28:50 | 26:06 | 26:06 | 31:34 | 31:34 | 31:34 | 05:28 | 04:02 |
 | Orchid Malevolence | 2 | 13.33% | 33.3 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 24:41 | 22:21 | 22:21 | 27:01 | 27:01 | 27:01 | 04:40 | 03:27 |
 | Shadow Blade | 2 | 13.33% | 31.3 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 28:24 | 24:05 | 24:05 | 32:42 | 32:42 | 32:42 | 08:37 | 06:22 |
 | Bloodthorn | 2 | 13.33% | 29.2 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 25:11 | 23:20 | 23:20 | 27:01 | 27:01 | 27:01 | 03:41 | 02:43 |
 | Crystalys | 4 | 26.67% | 27.1 | 25.00% | -38.64% | +75.00% | -25.00% | -10.62% | 27:56 | 21:12 | 21:12 | 21:51 | 30:37 | 38:05 | 09:25 | 06:58 |
 | Aghanim's Shard | 4 | 26.67% | 25.0 | 25.00% | -38.64% | -25.00% | -25.00% | 0.00% | 19:35 | 15:47 | 15:47 | 16:49 | 20:08 | 25:34 | 04:21 | 03:13 |
 | Fluffy Hat | 2 | 13.33% | 22.9 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 23:19 | 11:50 | 11:50 | 34:47 | 34:47 | 34:47 | 22:57 | 17:00 |
 | Crown | 1 | 6.67% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 00:00 | 00:00 |
 | Daedalus | 1 | 6.67% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Wind Lace | 2 | 13.33% | 16.7 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 13:38 | 09:31 | 09:31 | 17:44 | 17:44 | 17:44 | 08:13 | 06:05 |
 | Blight Stone | 1 | 6.67% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:41 | 21:41 | 21:41 | 21:41 | 21:41 | 21:41 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 6.67% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 6.67% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 00:00 | 00:00 |
 | Force Staff | 1 | 6.67% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |
 | Yasha | 1 | 6.67% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:41 | 13:41 | 13:41 | 13:41 | 13:41 | 13:41 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 6.67% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:41 | 13:41 | 13:41 | 13:41 | 13:41 | 13:41 | 00:00 | 00:00 |
 | Solar Crest | 1 | 6.67% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |