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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 | |
 | Ring of Protection | 4 | 33.33% | 100.0 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 30:15 | 07:26 | 07:26 | 33:27 | 37:21 | 42:45 | 29:55 | 22:09 |
 | Buckler | 3 | 25.00% | 96.4 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 37:51 | 33:28 | 33:28 | 37:21 | 42:45 | 42:45 | 09:17 | 06:52 |
 | Black King Bar | 9 | 75.00% | 92.9 | 66.67% | +33.34% | +33.33% | -16.67% | -12.55% | 23:45 | 20:46 | 21:28 | 23:35 | 25:27 | 26:14 | 03:59 | 02:57 |
 | Blink Dagger | 12 | 100.00% | 89.3 | 58.33% | +58.33% | +8.34% | -25.00% | -10.31% | 12:43 | 09:44 | 10:31 | 12:27 | 13:45 | 16:13 | 03:14 | 02:23 |
 | Quelling Blade | 12 | 100.00% | 85.7 | 58.33% | +58.33% | -25.00% | +41.67% | 0.00% | -01:21 | -01:29 | -01:29 | -01:29 | -01:29 | 00:02 | 00:00 | 00:00 |
 | Boots of Speed | 12 | 100.00% | 82.1 | 58.33% | +58.33% | +8.34% | +41.67% | 23.25% | 03:13 | 01:36 | 02:12 | 02:40 | 03:38 | 05:38 | 01:26 | 01:03 |
 | Power Treads | 10 | 83.33% | 78.6 | 60.00% | +10.00% | -26.67% | +40.00% | 35.72% | 06:02 | 03:50 | 05:14 | 05:43 | 07:06 | 07:54 | 01:52 | 01:22 |
 | Wind Lace | 6 | 50.00% | 75.0 | 66.67% | +16.67% | -16.67% | -66.67% | -9.55% | 04:25 | -01:29 | -01:29 | 02:52 | 06:43 | 14:59 | 08:12 | 06:04 |
 | Morbid Mask | 6 | 50.00% | 71.4 | 66.67% | +16.67% | -16.67% | +33.33% | 3.69% | 17:30 | 07:41 | 08:42 | 09:17 | 22:16 | 37:21 | 13:34 | 10:02 |
 | Assault Cuirass | 2 | 16.67% | 67.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:19 | 34:59 | 34:59 | 43:38 | 43:38 | 43:38 | 08:39 | 06:24 |
 | Ring of Health | 2 | 16.67% | 64.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:40 | 27:02 | 27:02 | 30:18 | 30:18 | 30:18 | 03:16 | 02:25 |
 | Void Stone | 2 | 16.67% | 60.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:43 | 27:02 | 27:02 | 30:24 | 30:24 | 30:24 | 03:22 | 02:29 |
 | Aghanim's Shard | 4 | 33.33% | 57.1 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 31:38 | 23:35 | 23:35 | 30:35 | 35:01 | 37:22 | 11:26 | 08:28 |
 | Bracer | 4 | 33.33% | 53.6 | 75.00% | +25.00% | +25.00% | -75.00% | -98.36% | 02:23 | -01:29 | -01:29 | 01:37 | 02:30 | 06:54 | 03:59 | 02:57 |
 | Magic Stick | 9 | 75.00% | 50.0 | 55.56% | -11.11% | -5.56% | -55.56% | -4.19% | 07:53 | -01:29 | -00:57 | 06:56 | 12:53 | 21:33 | 13:50 | 10:14 |
 | Magic Wand | 8 | 66.67% | 46.4 | 50.00% | -25.00% | 0.00% | 0.00% | 0.00% | 15:06 | 06:50 | 07:40 | 12:55 | 17:02 | 27:26 | 09:22 | 06:56 |
 | Mask of Madness | 5 | 41.67% | 42.9 | 60.00% | +2.86% | +40.00% | +40.00% | 0.00% | 15:03 | 09:52 | 09:52 | 12:01 | 19:51 | 22:47 | 09:59 | 07:23 |
 | Ring of Basilius | 1 | 8.33% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 8.33% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 8.33% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Satanic | 1 | 8.33% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:48 | 49:48 | 49:48 | 49:48 | 49:48 | 49:48 | 00:00 | 00:00 |
 | Soul Ring | 1 | 8.33% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 8.33% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:29 | 01:29 | 01:29 | 01:29 | 01:29 | 01:29 | 00:00 | 00:00 |
 | Javelin | 1 | 8.33% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Moon Shard | 1 | 8.33% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 8.33% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Chainmail | 2 | 16.67% | 7.1 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 07:06 | 06:46 | 06:46 | 07:26 | 07:26 | 07:26 | 00:40 | 00:29 |
 | Phase Boots | 2 | 16.67% | 3.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 07:41 | 07:20 | 07:20 | 08:01 | 08:01 | 08:01 | 00:41 | 00:30 |