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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 | |
 | Eye of Skadi | 4 | 16.67% | 100.0 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 30:51 | 29:28 | 29:28 | 29:32 | 29:37 | 34:47 | 00:09 | 00:06 |
 | Yasha | 6 | 25.00% | 97.6 | 66.67% | +33.34% | +33.33% | +33.33% | 0.00% | 23:04 | 17:27 | 18:21 | 19:49 | 22:41 | 39:39 | 04:20 | 03:12 |
 | Daedalus | 6 | 25.00% | 95.2 | 66.67% | +33.34% | +33.33% | +33.33% | 0.00% | 35:09 | 30:36 | 32:12 | 32:32 | 38:00 | 43:14 | 05:48 | 04:17 |
 | Sange and Yasha | 6 | 25.00% | 92.9 | 66.67% | +33.34% | +33.33% | +33.33% | 0.00% | 26:51 | 18:21 | 20:16 | 21:57 | 33:15 | 40:15 | 12:59 | 09:37 |
 | Magic Stick | 20 | 83.33% | 90.5 | 45.00% | +20.00% | -45.00% | +35.00% | 18.53% | 03:43 | -01:29 | -01:29 | 01:32 | 05:48 | 15:42 | 07:17 | 05:23 |
 | Magic Wand | 20 | 83.33% | 88.1 | 45.00% | +20.00% | -5.00% | +55.00% | 11.21% | 06:39 | 01:52 | 02:36 | 04:52 | 07:57 | 16:12 | 05:21 | 03:57 |
 | Boots of Speed | 24 | 100.00% | 85.7 | 41.67% | +41.67% | +8.33% | +8.33% | 0.00% | 04:34 | 01:48 | 03:34 | 04:18 | 05:19 | 07:15 | 01:45 | 01:17 |
 | Power Treads | 22 | 91.67% | 83.3 | 40.91% | -9.09% | -7.58% | -0.91% | 4.26% | 06:29 | 04:13 | 05:17 | 06:14 | 06:51 | 14:25 | 01:34 | 01:09 |
 | Sange | 7 | 29.17% | 81.0 | 57.14% | +21.85% | +42.86% | -7.14% | -5.58% | 28:38 | 15:29 | 18:42 | 27:00 | 27:40 | 55:48 | 08:58 | 06:38 |
 | Satanic | 11 | 45.83% | 78.6 | 45.45% | +6.99% | +21.22% | -12.12% | -8.30% | 30:02 | 19:56 | 27:33 | 29:43 | 31:34 | 37:51 | 04:01 | 02:58 |
 | Wraith Band | 5 | 20.83% | 76.2 | 60.00% | +23.16% | +40.00% | +40.00% | 0.00% | 05:32 | 01:29 | 01:29 | 02:33 | 05:24 | 16:12 | 03:55 | 02:54 |
 | Aghanim's Scepter | 20 | 83.33% | 73.8 | 35.00% | -40.00% | +45.00% | -35.00% | -18.25% | 17:01 | 11:11 | 13:53 | 14:55 | 18:16 | 28:43 | 04:23 | 03:14 |
 | Morbid Mask | 12 | 50.00% | 71.4 | 41.67% | 0.00% | +25.00% | -8.34% | -4.27% | 27:12 | 17:05 | 23:19 | 26:42 | 31:08 | 35:04 | 07:49 | 05:47 |
 | Crystalys | 13 | 54.17% | 69.0 | 38.46% | -6.99% | -5.13% | -5.13% | 0.00% | 27:31 | 09:45 | 18:39 | 26:16 | 33:51 | 42:09 | 15:12 | 11:15 |
 | Quelling Blade | 18 | 75.00% | 66.7 | 33.33% | -33.34% | +26.67% | -33.33% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Black King Bar | 19 | 79.17% | 64.3 | 31.58% | -48.42% | -11.58% | -11.58% | 0.00% | 22:37 | 19:01 | 20:11 | 21:20 | 23:10 | 39:30 | 02:59 | 02:12 |
 | Butterfly | 6 | 25.00% | 61.9 | 50.00% | +11.11% | +50.00% | +50.00% | 0.00% | 32:51 | 24:30 | 29:34 | 31:27 | 32:55 | 45:52 | 03:21 | 02:28 |
 | Fluffy Hat | 3 | 12.50% | 59.5 | 66.67% | +28.57% | +33.33% | 0.00% | 0.00% | 02:24 | -01:29 | -01:29 | -01:29 | 10:09 | 10:09 | 11:38 | 08:37 |
 | Aghanim's Blessing | 3 | 12.50% | 57.1 | 66.67% | +28.57% | +33.33% | 0.00% | 0.00% | 46:53 | 38:38 | 38:38 | 47:25 | 54:35 | 54:35 | 15:57 | 11:48 |
 | Javelin | 12 | 50.00% | 54.8 | 33.33% | -16.67% | +33.34% | 0.00% | -7.12% | 16:00 | 07:45 | 08:26 | 12:00 | 13:07 | 41:19 | 04:41 | 03:28 |
 | Maelstrom | 9 | 37.50% | 52.4 | 33.33% | -13.34% | +66.67% | +16.67% | -24.79% | 12:30 | 10:15 | 10:57 | 12:26 | 12:58 | 15:13 | 02:01 | 01:29 |
 | Heaven's Halberd | 1 | 4.17% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Manta Style | 1 | 4.17% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 4.17% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 4.17% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.17% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 4.17% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:19 | 17:19 | 17:19 | 17:19 | 17:19 | 17:19 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 8.33% | 35.7 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 12:50 | 10:46 | 10:46 | 14:54 | 14:54 | 14:54 | 04:08 | 03:03 |
 | Mjollnir | 2 | 8.33% | 33.3 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 39:12 | 35:43 | 35:43 | 42:40 | 42:40 | 42:40 | 06:57 | 05:08 |
 | Aghanim's Shard | 3 | 12.50% | 31.0 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 32:45 | 27:57 | 27:57 | 34:13 | 36:06 | 36:06 | 08:09 | 06:02 |
 | Monkey King Bar | 3 | 12.50% | 28.6 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 35:28 | 29:26 | 29:26 | 35:22 | 41:36 | 41:36 | 12:10 | 09:00 |
 | Wind Lace | 3 | 12.50% | 26.2 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 09:49 | 07:40 | 07:40 | 08:00 | 13:47 | 13:47 | 06:07 | 04:31 |
 | Crown | 1 | 4.17% | 23.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Silver Edge | 1 | 4.17% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:42 | 45:42 | 45:42 | 45:42 | 45:42 | 45:42 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 4.17% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Blight Stone | 1 | 4.17% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 |
 | Solar Crest | 1 | 4.17% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 4.17% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 |
 | Chainmail | 1 | 4.17% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 8.33% | 7.1 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 47:44 | 43:29 | 43:29 | 51:59 | 51:59 | 51:59 | 08:30 | 06:17 |
 | Force Staff | 1 | 4.17% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 4.17% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:41 | 45:41 | 45:41 | 45:41 | 45:41 | 45:41 | 00:00 | 00:00 |