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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 | |
 | Aghanim's Shard | 2 | 28.57% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 26:31 | 24:29 | 24:29 | 28:32 | 28:32 | 28:32 | 04:03 | 03:00 |
 | Chainmail | 4 | 57.14% | 97.1 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 19:17 | 05:20 | 05:20 | 19:19 | 21:08 | 31:22 | 15:48 | 11:42 |
 | Buckler | 3 | 42.86% | 94.3 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 32:43 | 23:21 | 23:21 | 36:50 | 37:58 | 37:58 | 14:37 | 10:49 |
 | Fluffy Hat | 3 | 42.86% | 91.4 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 14:35 | 11:28 | 11:28 | 15:53 | 16:24 | 16:24 | 04:56 | 03:39 |
 | Blight Stone | 3 | 42.86% | 88.6 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 24:01 | 19:32 | 19:32 | 21:08 | 31:22 | 31:22 | 11:50 | 08:45 |
 | Medallion of Courage | 3 | 42.86% | 85.7 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 24:09 | 19:56 | 19:56 | 21:08 | 31:22 | 31:22 | 11:26 | 08:28 |
 | Force Staff | 3 | 42.86% | 82.9 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 19:04 | 15:30 | 15:30 | 17:39 | 24:04 | 24:04 | 08:34 | 06:20 |
 | Blink Dagger | 3 | 42.86% | 80.0 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 21:24 | 13:10 | 13:10 | 21:23 | 29:40 | 29:40 | 16:30 | 12:13 |
 | Assault Cuirass | 3 | 42.86% | 77.1 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 34:08 | 24:10 | 24:10 | 37:28 | 40:47 | 40:47 | 16:37 | 12:18 |
 | Quelling Blade | 7 | 100.00% | 74.3 | 42.86% | +42.86% | +7.14% | -42.86% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Ring of Protection | 7 | 100.00% | 71.4 | 42.86% | +42.86% | -42.86% | +7.14% | 36.59% | 01:12 | -01:29 | -01:29 | 01:42 | 02:51 | 05:01 | 04:20 | 03:12 |
 | Aghanim's Scepter | 7 | 100.00% | 68.6 | 42.86% | +42.86% | +57.14% | +7.14% | -10.53% | 15:53 | 10:25 | 10:53 | 14:10 | 15:38 | 31:43 | 04:45 | 03:31 |
 | Boots of Speed | 7 | 100.00% | 65.7 | 42.86% | +42.86% | +7.14% | -42.86% | -44.78% | 04:05 | 02:46 | 03:16 | 03:20 | 04:23 | 06:14 | 01:07 | 00:49 |
 | Soul Ring | 7 | 100.00% | 62.9 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 04:36 | 02:32 | 03:24 | 03:45 | 05:31 | 07:37 | 02:07 | 01:34 |
 | Wind Lace | 4 | 57.14% | 60.0 | 50.00% | +16.67% | +50.00% | -50.00% | -24.90% | 13:31 | 11:06 | 11:06 | 11:34 | 15:07 | 16:18 | 04:01 | 02:58 |
 | Power Treads | 5 | 71.43% | 57.1 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 06:03 | 04:12 | 04:12 | 06:05 | 06:32 | 08:40 | 02:20 | 01:43 |
 | Sange and Yasha | 1 | 14.29% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Javelin | 1 | 14.29% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 14.29% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:01 | 15:01 | 15:01 | 15:01 | 15:01 | 15:01 | 00:00 | 00:00 |
 | Yasha | 1 | 14.29% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 00:00 | 00:00 |
 | Sange | 1 | 14.29% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Phase Boots | 1 | 14.29% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 00:00 | 00:00 |
 | Radiance | 1 | 14.29% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 14.29% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 28.57% | 31.4 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 15:56 | 14:53 | 14:53 | 16:59 | 16:59 | 16:59 | 02:06 | 01:33 |
 | Headdress | 2 | 28.57% | 28.6 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 16:24 | 14:16 | 14:16 | 18:32 | 18:32 | 18:32 | 04:16 | 03:09 |
 | Solar Crest | 2 | 28.57% | 25.7 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 33:33 | 31:55 | 31:55 | 35:11 | 35:11 | 35:11 | 03:16 | 02:25 |
 | Pipe of Insight | 2 | 28.57% | 22.9 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 18:04 | 16:28 | 16:28 | 19:39 | 19:39 | 19:39 | 03:11 | 02:21 |
 | Crown | 2 | 28.57% | 20.0 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 33:13 | 31:22 | 31:22 | 35:03 | 35:03 | 35:03 | 03:41 | 02:43 |
 | Ring of Health | 3 | 42.86% | 17.1 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 20:46 | 14:53 | 14:53 | 16:36 | 30:50 | 30:50 | 15:57 | 11:48 |
 | Black King Bar | 3 | 42.86% | 14.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 29:48 | 22:29 | 22:29 | 32:00 | 34:54 | 34:54 | 12:25 | 09:11 |
 | Magic Wand | 3 | 42.86% | 11.4 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 12:58 | 07:03 | 07:03 | 14:42 | 17:08 | 17:08 | 10:05 | 07:28 |
 | Magic Stick | 4 | 57.14% | 8.6 | 25.00% | -41.67% | -25.00% | -25.00% | 0.00% | 05:39 | -01:28 | -01:28 | 00:46 | 06:27 | 16:49 | 07:55 | 05:51 |
 | Lotus Orb | 1 | 14.29% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 |
 | Void Stone | 1 | 14.29% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |