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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 | |
 | Magic Stick | 6 | 54.55% | 100.0 | 83.33% | +63.33% | +16.67% | -83.33% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -01:16 | 00:00 | 00:00 |
 | Heart of Tarrasque | 9 | 81.82% | 96.8 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 24:38 | 22:14 | 22:15 | 25:30 | 25:45 | 26:30 | 03:30 | 02:35 |
 | Void Stone | 9 | 81.82% | 93.5 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 19:01 | 06:32 | 11:16 | 15:22 | 18:18 | 47:22 | 07:02 | 05:12 |
 | Orchid Malevolence | 8 | 72.73% | 90.3 | 62.50% | +29.17% | -12.50% | -62.50% | -19.23% | 21:51 | 16:29 | 17:42 | 18:39 | 20:18 | 34:42 | 02:36 | 01:55 |
 | Wraith Band | 11 | 100.00% | 87.1 | 54.55% | +54.55% | +12.12% | -21.22% | -33.34% | 02:28 | 01:45 | 01:55 | 02:17 | 02:47 | 04:14 | 00:52 | 00:38 |
 | Yasha | 11 | 100.00% | 83.9 | 54.55% | +54.55% | +12.12% | -21.22% | -30.31% | 12:10 | 10:11 | 11:14 | 11:55 | 12:20 | 15:50 | 01:06 | 00:48 |
 | Boots of Speed | 11 | 100.00% | 80.6 | 54.55% | +54.55% | +12.12% | -21.22% | -11.05% | 04:57 | -01:29 | 03:40 | 05:14 | 06:41 | 08:00 | 03:01 | 02:14 |
 | Quelling Blade | 11 | 100.00% | 77.4 | 54.55% | +54.55% | -21.22% | +12.12% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:15 | 00:00 | 00:00 |
 | Power Treads | 11 | 100.00% | 74.2 | 54.55% | +54.55% | -21.22% | +12.12% | 28.99% | 07:41 | 05:28 | 06:42 | 07:41 | 07:51 | 11:59 | 01:09 | 00:51 |
 | Manta Style | 11 | 100.00% | 71.0 | 54.55% | +54.55% | +12.12% | -21.22% | -15.39% | 15:43 | 12:58 | 14:16 | 15:21 | 16:26 | 18:17 | 02:10 | 01:36 |
 | Scythe of Vyse | 2 | 18.18% | 67.7 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 41:51 | 36:19 | 36:19 | 47:22 | 47:22 | 47:22 | 11:03 | 08:11 |
 | Aghanim's Shard | 2 | 18.18% | 64.5 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 48:44 | 35:35 | 35:35 | 1:01:52 | 1:01:52 | 1:01:52 | 26:17 | 19:28 |
 | Magic Wand | 2 | 18.18% | 61.3 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 03:20 | 03:19 | 03:19 | 03:21 | 03:21 | 03:21 | 00:02 | 00:01 |
 | Butterfly | 7 | 63.64% | 58.1 | 57.14% | +7.14% | -7.14% | -57.14% | -8.67% | 31:09 | 20:36 | 27:38 | 32:14 | 33:24 | 38:50 | 05:46 | 04:16 |
 | Bloodthorn | 6 | 54.55% | 54.8 | 50.00% | -10.00% | +50.00% | -50.00% | -50.85% | 31:48 | 29:09 | 30:25 | 31:45 | 32:23 | 34:53 | 01:58 | 01:27 |
 | Black King Bar | 3 | 27.27% | 51.6 | 66.67% | +16.67% | +33.33% | 0.00% | -7.35% | 34:23 | 31:44 | 31:44 | 35:10 | 36:16 | 36:16 | 04:32 | 03:21 |
 | Mage Slayer | 7 | 63.64% | 48.4 | 42.86% | -32.14% | +7.14% | -42.86% | -15.15% | 29:06 | 23:30 | 27:44 | 29:28 | 31:02 | 31:23 | 03:18 | 02:26 |
 | Blink Dagger | 1 | 9.09% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 00:00 | 00:00 |
 | Silver Edge | 1 | 9.09% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Moon Shard | 1 | 9.09% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:27 | 58:27 | 58:27 | 58:27 | 58:27 | 58:27 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 9.09% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 9.09% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 00:00 | 00:00 |
 | Crystalys | 1 | 9.09% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 00:00 | 00:00 |
 | Eye of Skadi | 2 | 18.18% | 25.8 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 30:52 | 20:13 | 20:13 | 41:30 | 41:30 | 41:30 | 21:17 | 15:45 |
 | Ring of Health | 2 | 18.18% | 22.6 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 15:04 | 02:25 | 02:25 | 27:43 | 27:43 | 27:43 | 25:18 | 18:44 |
 | Ring of Basilius | 3 | 27.27% | 19.4 | 33.33% | -29.17% | +66.67% | 0.00% | -45.98% | 07:59 | 07:13 | 07:13 | 08:05 | 08:40 | 08:40 | 01:27 | 01:04 |
 | Meteor Hammer | 1 | 9.09% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:39 | 06:39 | 06:39 | 06:39 | 06:39 | 06:39 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 18.18% | 12.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 40:19 | 28:22 | 28:22 | 52:16 | 52:16 | 52:16 | 23:54 | 17:42 |
 | Crown | 1 | 9.09% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 03:38 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 9.09% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 00:00 | 00:00 |
 | Cornucopia | 1 | 9.09% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 00:00 | 00:00 |