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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 | |
 | Heart of Tarrasque | 7 | 35.00% | 100.0 | 85.71% | +54.94% | -35.71% | +14.29% | 18.63% | 26:34 | 21:03 | 23:39 | 26:16 | 26:20 | 37:13 | 02:41 | 01:59 |
 | Eye of Skadi | 16 | 80.00% | 96.8 | 56.25% | +31.25% | +43.75% | -31.25% | -13.27% | 23:03 | 18:02 | 19:48 | 21:26 | 25:27 | 34:43 | 05:39 | 04:11 |
 | Aghanim's Scepter | 14 | 70.00% | 93.5 | 57.14% | +23.81% | +17.86% | +9.53% | -1.04% | 30:08 | 18:38 | 24:38 | 27:44 | 32:39 | 51:37 | 08:01 | 05:56 |
 | Quelling Blade | 19 | 95.00% | 90.3 | 52.63% | +52.63% | +7.37% | +7.37% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:02 | 00:00 | 00:00 |
 | Yasha | 19 | 95.00% | 87.1 | 52.63% | +52.63% | +27.37% | +7.37% | -17.39% | 10:41 | 08:33 | 10:03 | 10:46 | 11:12 | 13:03 | 01:09 | 00:51 |
 | Manta Style | 19 | 95.00% | 83.9 | 52.63% | +52.63% | +47.37% | -12.63% | -60.00% | 14:29 | 12:17 | 13:53 | 14:29 | 14:52 | 17:18 | 00:59 | 00:43 |
 | Power Treads | 20 | 100.00% | 80.6 | 50.00% | +50.00% | +30.00% | -10.00% | -35.29% | 06:54 | 04:14 | 05:08 | 05:27 | 06:16 | 31:35 | 01:08 | 00:50 |
 | Boots of Speed | 20 | 100.00% | 77.4 | 50.00% | +50.00% | +10.00% | -10.00% | -13.48% | 04:30 | 02:06 | 03:26 | 04:09 | 04:55 | 11:02 | 01:29 | 01:05 |
 | Aghanim's Blessing | 4 | 20.00% | 74.2 | 75.00% | +31.25% | +25.00% | +25.00% | 0.00% | 46:05 | 36:15 | 36:15 | 47:38 | 48:49 | 51:37 | 12:34 | 09:18 |
 | Butterfly | 9 | 45.00% | 71.0 | 55.56% | +10.11% | -5.56% | -5.56% | 0.00% | 32:54 | 27:25 | 27:54 | 30:18 | 31:23 | 56:56 | 03:29 | 02:34 |
 | Orchid Malevolence | 9 | 45.00% | 67.7 | 55.56% | +10.11% | -55.56% | +44.44% | 5.77% | 28:46 | 17:53 | 19:01 | 30:21 | 36:20 | 40:35 | 17:19 | 12:49 |
 | Diffusal Blade | 2 | 10.00% | 64.5 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 20:51 | 19:57 | 19:57 | 21:44 | 21:44 | 21:44 | 01:47 | 01:19 |
 | Bloodthorn | 5 | 25.00% | 61.3 | 60.00% | +13.33% | +40.00% | +40.00% | 0.00% | 38:29 | 33:08 | 33:08 | 37:57 | 41:26 | 42:16 | 08:18 | 06:08 |
 | Aghanim's Shard | 3 | 15.00% | 58.1 | 66.67% | +19.61% | +33.33% | 0.00% | 0.00% | 48:21 | 42:08 | 42:08 | 47:49 | 55:05 | 55:05 | 12:57 | 09:35 |
 | Magic Stick | 7 | 35.00% | 54.8 | 42.86% | -10.99% | -42.86% | +7.14% | 50.00% | 00:49 | -01:29 | -01:29 | -01:29 | 01:12 | 05:42 | 02:41 | 01:59 |
 | Black King Bar | 4 | 20.00% | 51.6 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 37:23 | 28:30 | 28:30 | 35:14 | 37:16 | 48:33 | 08:46 | 06:29 |
 | Magic Wand | 4 | 20.00% | 48.4 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 06:15 | 02:56 | 02:56 | 05:02 | 05:32 | 11:28 | 02:36 | 01:55 |
 | Falcon Blade | 1 | 5.00% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 00:00 | 00:00 |
 | Wraith Band | 1 | 5.00% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.00% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:07 | 08:07 | 08:07 | 08:07 | 08:07 | 08:07 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.00% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 10.00% | 32.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | -00:17 | -01:29 | -01:29 | 00:55 | 00:55 | 00:55 | 02:24 | 01:46 |
 | Linken's Sphere | 3 | 15.00% | 29.0 | 33.33% | -19.61% | -33.33% | 0.00% | 0.00% | 38:08 | 28:36 | 28:36 | 37:49 | 47:58 | 47:58 | 19:22 | 14:20 |
 | Void Stone | 4 | 20.00% | 25.8 | 25.00% | -31.25% | -25.00% | -25.00% | 0.00% | 34:46 | 26:05 | 26:05 | 27:23 | 37:45 | 47:52 | 11:40 | 08:38 |
 | Ring of Health | 4 | 20.00% | 22.6 | 25.00% | -31.25% | -25.00% | -25.00% | 0.00% | 34:41 | 26:05 | 26:05 | 27:23 | 37:22 | 47:52 | 11:17 | 08:21 |
 | Wind Lace | 4 | 20.00% | 19.4 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 07:37 | 05:48 | 05:48 | 06:26 | 07:28 | 10:45 | 01:40 | 01:14 |
 | Crown | 1 | 5.00% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.00% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:09 | 60:09 | 60:09 | 60:09 | 60:09 | 60:09 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 5.00% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:08 | 60:08 | 60:08 | 60:08 | 60:08 | 60:08 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.00% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:09 | 60:09 | 60:09 | 60:09 | 60:09 | 60:09 | 00:00 | 00:00 |