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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 | |
 | Shiva's Guard | 2 | 16.67% | 100.0 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 36:25 | 35:40 | 35:40 | 37:10 | 37:10 | 37:10 | 01:30 | 01:06 |
 | Crystalys | 9 | 75.00% | 97.1 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 26:51 | 21:29 | 22:56 | 25:34 | 27:45 | 37:04 | 04:49 | 03:34 |
 | Black King Bar | 11 | 91.67% | 94.1 | 45.45% | +45.45% | +21.22% | -12.12% | -15.75% | 17:00 | 14:13 | 15:37 | 16:51 | 17:44 | 20:10 | 02:07 | 01:34 |
 | Bottle | 11 | 91.67% | 91.2 | 45.45% | +45.45% | -12.12% | +21.22% | 33.34% | 01:32 | 01:11 | 01:14 | 01:24 | 01:40 | 02:15 | 00:26 | 00:19 |
 | Boots of Speed | 12 | 100.00% | 88.2 | 41.67% | +41.67% | -8.34% | +25.00% | 21.28% | 05:09 | 02:43 | 04:03 | 05:00 | 05:37 | 08:11 | 01:34 | 01:09 |
 | Magic Stick | 10 | 83.33% | 85.3 | 40.00% | -10.00% | +26.67% | +10.00% | -3.39% | 06:35 | 02:34 | 03:48 | 05:11 | 08:43 | 13:02 | 04:55 | 03:38 |
 | Magic Wand | 10 | 83.33% | 82.4 | 40.00% | -10.00% | +26.67% | +10.00% | -3.31% | 08:22 | 03:05 | 05:47 | 08:37 | 10:49 | 13:02 | 05:02 | 03:43 |
 | Silver Edge | 6 | 50.00% | 79.4 | 50.00% | +16.67% | +50.00% | -50.00% | -14.56% | 28:51 | 23:28 | 25:25 | 26:09 | 32:17 | 37:09 | 06:52 | 05:05 |
 | Wind Lace | 3 | 25.00% | 76.5 | 66.67% | +33.34% | +33.33% | 0.00% | -2.49% | 17:54 | 10:34 | 10:34 | 19:10 | 23:58 | 23:58 | 13:24 | 09:55 |
 | Daedalus | 3 | 25.00% | 73.5 | 66.67% | +33.34% | +33.33% | 0.00% | -5.80% | 27:50 | 25:46 | 25:46 | 26:13 | 31:31 | 31:31 | 05:45 | 04:15 |
 | Blink Dagger | 3 | 25.00% | 70.6 | 66.67% | +33.34% | +33.33% | 0.00% | -2.24% | 28:06 | 20:10 | 20:10 | 29:05 | 35:02 | 35:02 | 14:52 | 11:00 |
 | Void Stone | 3 | 25.00% | 67.6 | 66.67% | +33.34% | +33.33% | 0.00% | -9.43% | 20:49 | 19:30 | 19:30 | 19:55 | 23:02 | 23:02 | 03:32 | 02:37 |
 | Null Talisman | 11 | 91.67% | 64.7 | 36.36% | -63.64% | -36.36% | +63.64% | 100.00% | 02:59 | -01:28 | 02:47 | 03:20 | 03:40 | 04:52 | 00:53 | 00:39 |
 | Shadow Blade | 8 | 66.67% | 61.8 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 23:59 | 18:27 | 19:59 | 23:20 | 25:08 | 30:12 | 05:09 | 03:48 |
 | Swift Blink | 1 | 8.33% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Ring of Health | 1 | 8.33% | 55.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 8.33% | 52.9 | 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 |
 | Eye of Skadi | 1 | 8.33% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 8.33% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 8.33% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 00:00 | 00:00 |
 | Buckler | 2 | 16.67% | 41.2 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 27:33 | 23:26 | 23:26 | 31:39 | 31:39 | 31:39 | 08:13 | 06:05 |
 | Satanic | 2 | 16.67% | 38.2 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 37:55 | 31:55 | 31:55 | 43:54 | 43:54 | 43:54 | 11:59 | 08:52 |
 | Ring of Protection | 2 | 16.67% | 35.3 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 27:30 | 23:21 | 23:21 | 31:39 | 31:39 | 31:39 | 08:18 | 06:08 |
 | Monkey King Bar | 3 | 25.00% | 32.4 | 33.33% | -11.11% | -33.33% | 0.00% | 1.94% | 32:48 | 24:17 | 24:17 | 32:36 | 41:30 | 41:30 | 17:13 | 12:45 |
 | Morbid Mask | 3 | 25.00% | 29.4 | 33.33% | -11.11% | -33.33% | 0.00% | 3.14% | 35:29 | 28:26 | 28:26 | 38:59 | 39:03 | 39:03 | 10:37 | 07:51 |
 | Javelin | 4 | 33.33% | 26.5 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 30:45 | 20:34 | 20:34 | 29:26 | 32:20 | 40:40 | 11:46 | 08:42 |
 | Assault Cuirass | 1 | 8.33% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 8.33% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 8.33% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:07 | 25:07 | 25:07 | 25:07 | 25:07 | 25:07 | 00:00 | 00:00 |
 | Aether Lens | 1 | 8.33% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 00:00 | 00:00 |
 | Dragon Lance | 2 | 16.67% | 11.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 23:09 | 20:43 | 20:43 | 25:35 | 25:35 | 25:35 | 04:52 | 03:36 |
 | Hurricane Pike | 1 | 8.33% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 8.33% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 00:00 | 00:00 |
 | Force Staff | 1 | 8.33% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 00:00 | 00:00 |