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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 | |
 | Aghanim's Scepter | 4 | 57.14% | 100.0 | 75.00% | +75.00% | -75.00% | +25.00% | 36.14% | 28:46 | 26:34 | 26:34 | 26:59 | 29:20 | 32:10 | 02:46 | 02:02 |
 | Ring of Health | 3 | 42.86% | 96.4 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 36:35 | 29:23 | 29:23 | 31:22 | 48:59 | 48:59 | 19:36 | 14:31 |
 | Ethereal Blade | 3 | 42.86% | 92.9 | 66.67% | +41.67% | -66.67% | 0.00% | 0.00% | 38:56 | 22:41 | 22:41 | 35:18 | 58:48 | 58:48 | 36:07 | 26:45 |
 | Refresher Orb | 3 | 42.86% | 89.3 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 39:03 | 34:01 | 34:01 | 34:07 | 49:00 | 49:00 | 14:59 | 11:05 |
 | Boots of Speed | 7 | 100.00% | 85.7 | 42.86% | +42.86% | +7.14% | +57.14% | 37.04% | 03:01 | -01:29 | 02:30 | 03:40 | 03:51 | 05:04 | 01:21 | 01:00 |
 | Aether Lens | 7 | 100.00% | 82.1 | 42.86% | +42.86% | -42.86% | -42.86% | 0.00% | 19:01 | 16:32 | 16:47 | 18:49 | 18:52 | 24:10 | 02:05 | 01:32 |
 | Bottle | 7 | 100.00% | 78.6 | 42.86% | +42.86% | -42.86% | +7.14% | 50.00% | 01:04 | 00:21 | 00:44 | 01:08 | 01:08 | 01:44 | 00:24 | 00:17 |
 | Arcane Boots | 7 | 100.00% | 75.0 | 42.86% | +42.86% | -42.86% | +7.14% | 36.14% | 06:57 | 05:18 | 05:57 | 07:08 | 07:20 | 08:41 | 01:23 | 01:01 |
 | Void Stone | 7 | 100.00% | 71.4 | 42.86% | +42.86% | +7.14% | -42.86% | -13.04% | 17:46 | 14:07 | 14:32 | 17:19 | 18:22 | 22:46 | 03:50 | 02:50 |
 | Aghanim's Shard | 7 | 100.00% | 67.9 | 42.86% | +42.86% | +7.14% | -42.86% | -40.54% | 16:05 | 15:00 | 15:01 | 15:10 | 16:15 | 19:43 | 01:14 | 00:54 |
 | Kaya | 7 | 100.00% | 64.3 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 11:54 | 10:45 | 11:28 | 11:28 | 12:32 | 13:00 | 01:04 | 00:47 |
 | Octarine Core | 4 | 57.14% | 60.7 | 50.00% | +16.67% | +50.00% | +50.00% | 0.00% | 37:28 | 25:21 | 25:21 | 30:09 | 41:17 | 53:04 | 15:56 | 11:48 |
 | Ghost Scepter | 4 | 57.14% | 57.1 | 50.00% | +16.67% | -50.00% | +50.00% | 6.62% | 33:28 | 19:19 | 19:19 | 21:40 | 34:25 | 58:27 | 15:06 | 11:11 |
 | Mask of Madness | 1 | 14.29% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 14.29% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 00:00 | 00:00 |
 | Skull Basher | 1 | 14.29% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Null Talisman | 1 | 14.29% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:23 | 04:23 | 04:23 | 04:23 | 04:23 | 04:23 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 14.29% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 14.29% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 00:00 | 00:00 |
 | Magic Wand | 6 | 85.71% | 32.1 | 33.33% | -66.67% | +16.67% | -33.33% | -2.90% | 11:04 | 03:04 | 04:16 | 07:42 | 21:29 | 21:49 | 17:13 | 12:45 |
 | Magic Stick | 6 | 85.71% | 28.6 | 33.33% | -66.67% | -33.33% | -33.33% | 0.00% | 02:14 | 01:07 | 01:45 | 01:49 | 02:20 | 04:04 | 00:35 | 00:25 |
 | Boots of Travel 2 | 2 | 28.57% | 25.0 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 53:45 | 44:51 | 44:51 | 1:02:38 | 1:02:38 | 1:02:38 | 17:47 | 13:10 |
 | Kaya and Sange | 2 | 28.57% | 21.4 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 16:04 | 14:52 | 14:52 | 17:16 | 17:16 | 17:16 | 02:24 | 01:46 |
 | Sange | 2 | 28.57% | 17.9 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 15:52 | 14:29 | 14:29 | 17:15 | 17:15 | 17:15 | 02:46 | 02:02 |
 | Aghanim's Blessing | 1 | 14.29% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 |
 | Wind Lace | 1 | 14.29% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:40 | 44:40 | 44:40 | 44:40 | 44:40 | 44:40 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 14.29% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 00:00 | 00:00 |
 | Wind Waker | 1 | 14.29% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:04 | 52:04 | 52:04 | 52:04 | 52:04 | 52:04 | 00:00 | 00:00 |