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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 | |
 | Echo Sabre | 3 | 60.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 11:42 | 09:41 | 09:41 | 11:17 | 14:07 | 14:07 | 04:26 | 03:17 |
 | Blink Dagger | 2 | 40.00% | 96.8 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 18:48 | 13:31 | 13:31 | 24:04 | 24:04 | 24:04 | 10:33 | 07:48 |
 | Satanic | 2 | 40.00% | 93.5 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 32:01 | 27:41 | 27:41 | 36:21 | 36:21 | 36:21 | 08:40 | 06:25 |
 | Mask of Madness | 2 | 40.00% | 90.3 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 09:05 | 07:31 | 07:31 | 10:38 | 10:38 | 10:38 | 03:07 | 02:18 |
 | Phase Boots | 2 | 40.00% | 87.1 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 04:39 | 03:51 | 03:51 | 05:26 | 05:26 | 05:26 | 01:35 | 01:10 |
 | Morbid Mask | 2 | 40.00% | 83.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 07:19 | 06:01 | 06:01 | 08:36 | 08:36 | 08:36 | 02:35 | 01:54 |
 | Black King Bar | 4 | 80.00% | 80.6 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 18:39 | 16:15 | 16:15 | 19:09 | 19:13 | 20:00 | 02:58 | 02:11 |
 | Boots of Speed | 5 | 100.00% | 77.4 | 60.00% | +60.00% | +40.00% | -60.00% | -63.83% | 04:04 | 01:38 | 01:38 | 03:12 | 03:12 | 10:20 | 01:34 | 01:09 |
 | Ring of Protection | 3 | 60.00% | 74.2 | 66.67% | +16.67% | -66.67% | 0.00% | 9.15% | 25:26 | 22:58 | 22:58 | 23:04 | 30:15 | 30:15 | 07:17 | 05:23 |
 | Buckler | 3 | 60.00% | 71.0 | 66.67% | +16.67% | +33.33% | 0.00% | -4.64% | 25:41 | 23:04 | 23:04 | 23:43 | 30:15 | 30:15 | 07:11 | 05:19 |
 | Quelling Blade | 3 | 60.00% | 67.7 | 66.67% | +16.67% | +33.33% | 0.00% | -33.33% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Chainmail | 3 | 60.00% | 64.5 | 66.67% | +16.67% | +33.33% | 0.00% | -1.71% | 09:23 | 01:56 | 01:56 | 04:49 | 21:23 | 21:23 | 19:27 | 14:24 |
 | Magic Stick | 4 | 80.00% | 61.3 | 50.00% | -50.00% | +50.00% | -50.00% | -100.00% | 00:20 | -01:29 | -01:29 | -01:29 | -01:28 | 05:47 | 00:01 | 00:00 |
 | Magic Wand | 4 | 80.00% | 58.1 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 04:14 | 01:01 | 01:01 | 01:30 | 06:27 | 07:59 | 05:26 | 04:01 |
 | Swift Blink | 1 | 20.00% | 54.8 | 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 |
 | Silver Edge | 2 | 40.00% | 51.6 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 31:12 | 24:18 | 24:18 | 38:05 | 38:05 | 38:05 | 13:47 | 10:12 |
 | Sange | 2 | 40.00% | 48.4 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 13:58 | 09:40 | 09:40 | 18:16 | 18:16 | 18:16 | 08:36 | 06:22 |
 | Shadow Blade | 2 | 40.00% | 45.2 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 28:24 | 24:05 | 24:05 | 32:42 | 32:42 | 32:42 | 08:37 | 06:22 |
 | Crystalys | 2 | 40.00% | 41.9 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 29:39 | 21:12 | 21:12 | 38:05 | 38:05 | 38:05 | 16:53 | 12:30 |
 | Assault Cuirass | 2 | 40.00% | 38.7 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 28:50 | 26:06 | 26:06 | 31:34 | 31:34 | 31:34 | 05:28 | 04:02 |
 | Power Treads | 2 | 40.00% | 35.5 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 04:49 | 04:32 | 04:32 | 05:05 | 05:05 | 05:05 | 00:33 | 00:24 |
 | Sange and Yasha | 1 | 20.00% | 32.3 | 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 |
 | Yasha | 1 | 20.00% | 29.0 | 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 |
 | Medallion of Courage | 1 | 20.00% | 25.8 | 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 |
 | Solar Crest | 1 | 20.00% | 22.6 | 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 |
 | Blight Stone | 1 | 20.00% | 19.4 | 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 |
 | Wind Lace | 1 | 20.00% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 17:44 | 00:00 | 00:00 |
 | Crown | 1 | 20.00% | 12.9 | 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 |
 | Fluffy Hat | 1 | 20.00% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 00:00 | 00:00 |
 | Void Stone | 1 | 20.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 20.00% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:49 | 16:49 | 16:49 | 16:49 | 16:49 | 16:49 | 00:00 | 00:00 |