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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 | |
 | Linken's Sphere | 4 | 40.00% | 100.0 | 75.00% | +75.00% | -75.00% | +25.00% | 0.00% | 39:23 | 25:11 | 25:11 | 28:01 | 47:10 | 57:11 | 21:59 | 16:17 |
 | Void Stone | 4 | 40.00% | 97.0 | 75.00% | +75.00% | -75.00% | +25.00% | 0.00% | 39:08 | 25:04 | 25:04 | 27:53 | 46:25 | 57:11 | 21:21 | 15:48 |
 | Ring of Health | 4 | 40.00% | 93.9 | 75.00% | +75.00% | -75.00% | +25.00% | 0.00% | 38:59 | 24:58 | 24:58 | 27:25 | 46:25 | 57:09 | 21:27 | 15:53 |
 | Gleipnir | 6 | 60.00% | 90.9 | 50.00% | +50.00% | 0.00% | +50.00% | 6.06% | 26:05 | 21:28 | 22:09 | 24:46 | 30:24 | 31:58 | 08:15 | 06:06 |
 | Dragon Lance | 7 | 70.00% | 87.9 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 16:06 | 13:49 | 14:01 | 15:58 | 16:40 | 19:58 | 02:39 | 01:57 |
 | Rod of Atos | 7 | 70.00% | 84.8 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 24:20 | 19:16 | 21:28 | 23:48 | 24:25 | 31:16 | 02:57 | 02:11 |
 | Crown | 7 | 70.00% | 81.8 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 23:05 | 14:53 | 17:40 | 23:48 | 24:24 | 30:44 | 06:44 | 04:59 |
 | Javelin | 8 | 80.00% | 78.8 | 37.50% | +37.50% | +12.50% | -37.50% | -11.76% | 10:22 | 06:21 | 06:47 | 09:00 | 11:02 | 19:12 | 04:15 | 03:08 |
 | Maelstrom | 8 | 80.00% | 75.8 | 37.50% | +37.50% | +12.50% | -37.50% | -15.38% | 13:22 | 10:33 | 10:42 | 12:30 | 13:57 | 19:12 | 03:15 | 02:24 |
 | Black King Bar | 10 | 100.00% | 72.7 | 30.00% | +30.00% | +3.33% | +20.00% | 2.17% | 24:21 | 19:13 | 19:35 | 22:48 | 27:15 | 31:10 | 07:40 | 05:40 |
 | Aghanim's Shard | 1 | 10.00% | 69.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 10.00% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 00:00 | 00:00 |
 | Nullifier | 1 | 10.00% | 63.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 00:00 | 00:00 |
 | Wraith Band | 5 | 50.00% | 60.6 | 40.00% | +20.00% | +60.00% | -40.00% | -28.99% | 03:14 | 00:58 | 00:58 | 03:11 | 04:25 | 05:05 | 03:27 | 02:33 |
 | Fluffy Hat | 6 | 60.00% | 57.6 | 33.33% | +8.33% | +16.67% | -33.33% | -15.31% | 05:42 | 02:45 | 03:58 | 04:04 | 07:14 | 10:15 | 03:16 | 02:25 |
 | Falcon Blade | 6 | 60.00% | 54.5 | 33.33% | +8.33% | +16.67% | -33.33% | -18.07% | 06:34 | 04:13 | 04:42 | 04:53 | 07:28 | 11:16 | 02:46 | 02:02 |
 | Crystalys | 7 | 70.00% | 51.5 | 28.57% | -4.76% | -28.57% | +21.43% | 9.29% | 33:04 | 28:56 | 29:16 | 34:09 | 34:39 | 36:34 | 05:23 | 03:59 |
 | Magic Stick | 7 | 70.00% | 48.5 | 28.57% | -4.76% | +21.43% | +21.43% | 0.00% | 00:36 | -01:29 | -01:29 | -01:29 | 01:01 | 04:57 | 02:30 | 01:51 |
 | Daedalus | 7 | 70.00% | 45.5 | 28.57% | -4.76% | -28.57% | +21.43% | 8.29% | 37:17 | 32:55 | 33:15 | 36:40 | 39:17 | 42:29 | 06:02 | 04:28 |
 | Magic Wand | 9 | 90.00% | 42.4 | 22.22% | -77.78% | -22.22% | +27.78% | 9.04% | 03:33 | -01:29 | -01:29 | 03:11 | 07:01 | 09:10 | 08:30 | 06:17 |
 | Quelling Blade | 2 | 20.00% | 39.4 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 20.00% | 36.4 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 40:06 | 37:08 | 37:08 | 43:03 | 43:03 | 43:03 | 05:55 | 04:22 |
 | Hurricane Pike | 2 | 20.00% | 33.3 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 37:59 | 37:31 | 37:31 | 38:27 | 38:27 | 38:27 | 00:56 | 00:41 |
 | Satanic | 2 | 20.00% | 30.3 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 41:40 | 38:54 | 38:54 | 44:26 | 44:26 | 44:26 | 05:32 | 04:05 |
 | Eye of Skadi | 2 | 20.00% | 27.3 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 43:16 | 36:31 | 36:31 | 50:00 | 50:00 | 50:00 | 13:29 | 09:59 |
 | Boots of Speed | 7 | 70.00% | 24.2 | 14.29% | -52.38% | +35.71% | -14.29% | -13.64% | 08:05 | 05:18 | 05:24 | 07:26 | 09:04 | 14:16 | 03:40 | 02:42 |
 | Power Treads | 7 | 70.00% | 21.2 | 14.29% | -52.38% | -14.29% | -14.29% | 0.00% | 09:56 | 06:21 | 07:04 | 08:20 | 09:51 | 15:57 | 02:47 | 02:03 |
 | Blink Dagger | 1 | 10.00% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 00:00 | 00:00 |
 | Blight Stone | 3 | 30.00% | 15.2 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 14:15 | 05:53 | 05:53 | 08:42 | 28:10 | 28:10 | 22:17 | 16:30 |
 | Desolator | 2 | 20.00% | 12.1 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 22:24 | 16:37 | 16:37 | 28:10 | 28:10 | 28:10 | 11:33 | 08:33 |
 | Divine Rapier | 1 | 10.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 10.00% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 10.00% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:47 | 33:47 | 33:47 | 33:47 | 33:47 | 33:47 | 00:00 | 00:00 |