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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 | 8 | 53.33% | 100.0 | 62.50% | +48.21% | -12.50% | -12.50% | 0.00% | 30:26 | 25:40 | 25:56 | 29:17 | 32:48 | 36:27 | 06:52 | 05:05 |
 | Black King Bar | 12 | 80.00% | 97.1 | 50.00% | +50.00% | +16.67% | +16.67% | 0.00% | 23:03 | 17:04 | 18:14 | 21:20 | 25:17 | 32:20 | 07:03 | 05:13 |
 | Magic Wand | 10 | 66.67% | 94.3 | 50.00% | +30.00% | -16.67% | 0.00% | 1.68% | 09:20 | 02:39 | 05:36 | 06:19 | 15:30 | 18:43 | 09:54 | 07:20 |
 | Javelin | 15 | 100.00% | 91.4 | 40.00% | +40.00% | -15.00% | +10.00% | 8.11% | 08:15 | 03:05 | 06:36 | 08:36 | 09:41 | 11:05 | 03:05 | 02:17 |
 | Boots of Speed | 15 | 100.00% | 88.6 | 40.00% | +40.00% | +35.00% | -40.00% | -27.95% | 07:31 | 02:59 | 06:05 | 07:10 | 08:46 | 10:41 | 02:41 | 01:59 |
 | Null Talisman | 15 | 100.00% | 85.7 | 40.00% | +40.00% | -15.00% | -15.00% | 0.00% | 02:46 | 00:36 | 01:21 | 01:38 | 02:15 | 16:17 | 00:54 | 00:40 |
 | Maelstrom | 5 | 33.33% | 82.9 | 60.00% | +30.00% | -60.00% | -60.00% | 0.00% | 14:28 | 11:37 | 11:37 | 13:41 | 13:58 | 19:32 | 02:21 | 01:44 |
 | Magic Stick | 12 | 80.00% | 80.0 | 41.67% | +8.34% | -41.67% | -8.34% | 8.51% | 04:55 | 01:15 | 02:17 | 04:30 | 06:12 | 08:57 | 03:55 | 02:54 |
 | Monkey King Bar | 9 | 60.00% | 77.1 | 44.44% | +11.11% | +5.56% | -44.44% | -8.72% | 24:49 | 16:40 | 20:50 | 26:23 | 26:34 | 31:06 | 05:44 | 04:14 |
 | Linken's Sphere | 3 | 20.00% | 74.3 | 66.67% | +33.34% | +33.33% | 0.00% | -5.25% | 44:27 | 41:18 | 41:18 | 44:24 | 47:39 | 47:39 | 06:21 | 04:42 |
 | Ring of Health | 3 | 20.00% | 71.4 | 66.67% | +33.34% | +33.33% | 0.00% | -4.91% | 43:48 | 40:33 | 40:33 | 43:30 | 47:20 | 47:20 | 06:47 | 05:01 |
 | Void Stone | 3 | 20.00% | 68.6 | 66.67% | +33.34% | +33.33% | 0.00% | -4.90% | 43:48 | 40:33 | 40:33 | 43:30 | 47:21 | 47:21 | 06:48 | 05:02 |
 | Bottle | 7 | 46.67% | 65.7 | 42.86% | +5.36% | +7.14% | -42.86% | -42.25% | 04:43 | 03:15 | 04:03 | 05:07 | 05:14 | 05:32 | 01:11 | 00:52 |
 | Phase Boots | 12 | 80.00% | 62.9 | 33.33% | -33.34% | +33.34% | +33.34% | 0.00% | 14:08 | 09:32 | 11:27 | 12:18 | 15:30 | 21:30 | 04:03 | 03:00 |
 | Chainmail | 12 | 80.00% | 60.0 | 33.33% | -33.34% | 0.00% | +33.34% | 7.94% | 13:40 | 09:00 | 10:59 | 11:29 | 15:11 | 20:54 | 04:12 | 03:06 |
 | Aeon Disk | 1 | 6.67% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 6.67% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 6.67% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 6.67% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:56 | 1:03:56 | 1:03:56 | 1:03:56 | 1:03:56 | 1:03:56 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 6.67% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:56 | 01:56 | 01:56 | 01:56 | 01:56 | 01:56 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 6.67% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:16 | 55:16 | 55:16 | 55:16 | 55:16 | 55:16 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 6.67% | 40.0 | 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 |
 | Helm of Iron Will | 1 | 6.67% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 00:00 | 00:00 |
 | Nullifier | 1 | 6.67% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:15 | 44:15 | 44:15 | 44:15 | 44:15 | 44:15 | 00:00 | 00:00 |
 | Crystalys | 5 | 33.33% | 31.4 | 40.00% | 0.00% | +60.00% | -40.00% | -9.29% | 37:53 | 30:31 | 30:31 | 36:56 | 41:17 | 44:44 | 10:46 | 07:58 |
 | Aghanim's Blessing | 2 | 13.33% | 28.6 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | 53:39 | 50:54 | 50:54 | 56:24 | 56:24 | 56:24 | 05:30 | 04:04 |
 | Bloodthorn | 2 | 13.33% | 25.7 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | 46:36 | 41:15 | 41:15 | 51:57 | 51:57 | 51:57 | 10:42 | 07:55 |
 | Orchid Malevolence | 2 | 13.33% | 22.9 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | 46:13 | 40:49 | 40:49 | 51:37 | 51:37 | 51:37 | 10:48 | 08:00 |
 | Yasha | 1 | 6.67% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 6.67% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:17 | 28:17 | 28:17 | 28:17 | 28:17 | 28:17 | 00:00 | 00:00 |
 | Daedalus | 1 | 6.67% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 00:00 | 00:00 |
 | Kaya | 1 | 6.67% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Crown | 1 | 6.67% | 8.6 | 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 |
 | Power Treads | 1 | 6.67% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:45 | 11:45 | 11:45 | 11:45 | 11:45 | 11:45 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 6.67% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 00:00 | 00:00 |