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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 | |
 | Yasha | 1 | 14.29% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 14.29% | 96.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Skull Basher | 2 | 28.57% | 92.6 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 32:29 | 30:14 | 30:14 | 34:44 | 34:44 | 34:44 | 04:30 | 03:20 |
 | Sange | 2 | 28.57% | 88.9 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 19:56 | 16:41 | 16:41 | 23:11 | 23:11 | 23:11 | 06:30 | 04:48 |
 | Assault Cuirass | 2 | 28.57% | 85.2 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 20:23 | 19:55 | 19:55 | 20:50 | 20:50 | 20:50 | 00:55 | 00:40 |
 | Magic Stick | 3 | 42.86% | 81.5 | 33.33% | +33.33% | -33.33% | 0.00% | 24.69% | -00:03 | -01:29 | -01:29 | -01:29 | 02:50 | 02:50 | 04:19 | 03:11 |
 | Buckler | 4 | 57.14% | 77.8 | 25.00% | +25.00% | +75.00% | -25.00% | -28.99% | 19:31 | 16:44 | 16:44 | 19:10 | 20:11 | 21:59 | 03:27 | 02:33 |
 | Quelling Blade | 7 | 100.00% | 74.1 | 14.29% | +14.29% | -14.29% | -14.29% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 7 | 100.00% | 70.4 | 14.29% | +14.29% | +35.71% | -14.29% | -7.75% | 08:06 | 03:58 | 04:11 | 04:39 | 10:38 | 14:34 | 06:27 | 04:46 |
 | Echo Sabre | 6 | 85.71% | 66.7 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 10:49 | 07:48 | 09:26 | 10:14 | 12:13 | 13:29 | 02:47 | 02:03 |
 | Ring of Protection | 6 | 85.71% | 63.0 | 16.67% | +16.67% | +33.33% | -16.67% | -2.67% | 09:30 | -01:29 | -01:29 | -01:22 | 20:11 | 21:59 | 21:40 | 16:02 |
 | Power Treads | 6 | 85.71% | 59.3 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 09:22 | 04:47 | 05:18 | 06:17 | 15:43 | 17:20 | 10:25 | 07:42 |
 | Armlet of Mordiggian | 3 | 42.86% | 55.6 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 10:14 | 08:19 | 08:19 | 09:24 | 12:59 | 12:59 | 04:40 | 03:27 |
 | Helm of Iron Will | 3 | 42.86% | 51.9 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 06:11 | 03:06 | 03:06 | 03:38 | 11:50 | 11:50 | 08:44 | 06:28 |
 | Black King Bar | 3 | 42.86% | 48.1 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 22:31 | 18:17 | 18:17 | 20:27 | 28:49 | 28:49 | 10:32 | 07:48 |
 | Solar Crest | 1 | 14.29% | 44.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 00:00 | 00:00 |
 | Wind Lace | 1 | 14.29% | 40.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 00:00 | 00:00 |
 | Crown | 1 | 14.29% | 37.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 00:00 | 00:00 |
 | Blight Stone | 2 | 28.57% | 33.3 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 23:54 | 17:37 | 17:37 | 30:10 | 30:10 | 30:10 | 12:33 | 09:17 |
 | Chainmail | 1 | 14.29% | 29.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Nullifier | 1 | 14.29% | 25.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 14.29% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 14.29% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 00:00 | 00:00 |
 | Desolator | 1 | 14.29% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 14.29% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Magic Wand | 1 | 14.29% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:33 | 05:33 | 05:33 | 05:33 | 05:33 | 05:33 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 14.29% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |