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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 | |
 | Eye of Skadi | 10 | 41.67% | 100.0 | 70.00% | +34.29% | -3.33% | -20.00% | -3.76% | 33:25 | 24:36 | 31:31 | 31:46 | 35:57 | 44:09 | 04:26 | 03:17 |
 | Scythe of Vyse | 3 | 12.50% | 97.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 45:19 | 35:32 | 35:32 | 36:58 | 1:03:27 | 1:03:27 | 27:55 | 20:40 |
 | Aghanim's Scepter | 23 | 95.83% | 93.9 | 52.17% | +52.17% | +31.16% | -18.84% | -20.00% | 22:17 | 17:29 | 18:44 | 19:52 | 21:14 | 39:54 | 02:30 | 01:51 |
 | Chainmail | 21 | 87.50% | 90.9 | 52.38% | +19.05% | +27.62% | -32.38% | -49.32% | 06:07 | 02:20 | 05:26 | 06:02 | 06:39 | 10:18 | 01:13 | 00:54 |
 | Blade Mail | 21 | 87.50% | 87.9 | 52.38% | +19.05% | +7.62% | -32.38% | -25.00% | 08:33 | 06:31 | 07:26 | 07:57 | 09:02 | 12:48 | 01:36 | 01:11 |
 | Manta Style | 21 | 87.50% | 84.8 | 52.38% | +19.05% | -12.38% | -32.38% | -8.05% | 26:13 | 17:51 | 24:41 | 26:04 | 27:10 | 38:44 | 02:29 | 01:50 |
 | Yasha | 24 | 100.00% | 81.8 | 50.00% | +50.00% | +16.67% | -33.33% | -18.52% | 23:04 | 13:54 | 21:43 | 22:50 | 24:25 | 34:32 | 02:42 | 02:00 |
 | Power Treads | 24 | 100.00% | 78.8 | 50.00% | +50.00% | -16.67% | -16.67% | 0.00% | 11:02 | 05:49 | 10:08 | 11:37 | 12:42 | 14:16 | 02:34 | 01:54 |
 | Boots of Speed | 24 | 100.00% | 75.8 | 50.00% | +50.00% | -16.67% | +16.67% | 12.42% | 08:35 | 04:51 | 07:05 | 08:55 | 09:46 | 11:31 | 02:41 | 01:59 |
 | Quelling Blade | 24 | 100.00% | 72.7 | 50.00% | +50.00% | -16.67% | +16.67% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Magic Wand | 20 | 83.33% | 69.7 | 50.00% | 0.00% | -10.00% | +10.00% | 4.10% | 10:47 | 04:14 | 07:27 | 11:25 | 12:20 | 21:12 | 04:53 | 03:37 |
 | Magic Stick | 21 | 87.50% | 66.7 | 47.62% | -19.05% | -7.62% | +12.38% | 2.26% | 03:42 | -01:30 | -01:29 | -01:29 | 10:21 | 19:34 | 11:50 | 08:45 |
 | Void Stone | 4 | 16.67% | 63.6 | 75.00% | +30.00% | -75.00% | +25.00% | 0.00% | 32:32 | 22:50 | 22:50 | 34:52 | 35:32 | 36:54 | 12:42 | 09:24 |
 | Ring of Health | 4 | 16.67% | 60.6 | 75.00% | +30.00% | -75.00% | +25.00% | 0.00% | 33:02 | 26:58 | 26:58 | 34:05 | 34:51 | 36:14 | 07:53 | 05:50 |
 | Aghanim's Blessing | 2 | 8.33% | 57.6 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 52:28 | 41:39 | 41:39 | 1:03:17 | 1:03:17 | 1:03:17 | 21:38 | 16:01 |
 | Moon Shard | 2 | 8.33% | 54.5 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 36:32 | 31:09 | 31:09 | 41:54 | 41:54 | 41:54 | 10:45 | 07:57 |
 | Butterfly | 5 | 20.83% | 51.5 | 60.00% | +12.63% | -60.00% | +40.00% | 5.71% | 40:59 | 28:48 | 28:48 | 39:37 | 46:18 | 55:07 | 17:30 | 12:57 |
 | Black King Bar | 5 | 20.83% | 48.5 | 60.00% | +12.63% | -60.00% | +40.00% | 8.14% | 43:59 | 34:54 | 34:54 | 47:11 | 47:11 | 49:11 | 12:17 | 09:05 |
 | Skull Basher | 9 | 37.50% | 45.5 | 44.44% | -8.89% | +5.56% | -44.44% | -12.35% | 32:43 | 22:57 | 27:58 | 31:22 | 32:01 | 45:05 | 04:03 | 03:00 |
 | Vanguard | 3 | 12.50% | 42.4 | 66.67% | +19.05% | -66.67% | 0.00% | 0.00% | 32:27 | 26:58 | 26:58 | 34:10 | 36:14 | 36:14 | 09:16 | 06:51 |
 | Helm of Iron Will | 3 | 12.50% | 39.4 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 43:54 | 37:19 | 37:19 | 39:27 | 54:56 | 54:56 | 17:37 | 13:02 |
 | Abyssal Blade | 3 | 12.50% | 36.4 | 66.67% | +19.05% | -66.67% | 0.00% | 0.00% | 34:39 | 33:22 | 33:22 | 34:12 | 36:23 | 36:23 | 03:01 | 02:14 |
 | Nullifier | 3 | 12.50% | 33.3 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 44:29 | 38:05 | 38:05 | 40:21 | 55:01 | 55:01 | 16:56 | 12:32 |
 | Linken's Sphere | 1 | 4.17% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 4.17% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:37 | 1:06:37 | 1:06:37 | 1:06:37 | 1:06:37 | 1:06:37 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 4.17% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:27 | 46:27 | 46:27 | 46:27 | 46:27 | 46:27 | 00:00 | 00:00 |
 | Wraith Band | 7 | 29.17% | 21.2 | 28.57% | -30.25% | +21.43% | -28.57% | -50.00% | 06:27 | 01:39 | 01:56 | 02:09 | 02:41 | 30:49 | 00:45 | 00:33 |
 | Fluffy Hat | 2 | 8.33% | 18.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 07:03 | 04:55 | 04:55 | 09:11 | 09:11 | 09:11 | 04:16 | 03:09 |
 | Falcon Blade | 2 | 8.33% | 15.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 07:26 | 05:39 | 05:39 | 09:13 | 09:13 | 09:13 | 03:34 | 02:38 |
 | Radiance | 2 | 8.33% | 12.1 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 25:09 | 18:06 | 18:06 | 32:12 | 32:12 | 32:12 | 14:06 | 10:26 |
 | Orchid Malevolence | 1 | 4.17% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 4.17% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 4.17% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 00:00 | 00:00 |