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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 | |
 | Blight Stone | 3 | 14.29% | 100.0 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 25:55 | 14:24 | 14:24 | 25:05 | 38:15 | 38:15 | 23:51 | 17:40 |
 | Assault Cuirass | 18 | 85.71% | 96.8 | 55.56% | +55.56% | +44.44% | -55.56% | -10.12% | 26:48 | 20:38 | 21:54 | 23:31 | 31:47 | 43:23 | 09:53 | 07:19 |
 | Buckler | 21 | 100.00% | 93.5 | 47.62% | +47.62% | -7.62% | -7.62% | 0.00% | 10:25 | 08:05 | 09:50 | 10:06 | 11:18 | 12:23 | 01:28 | 01:05 |
 | Helm of the Overlord | 21 | 100.00% | 90.3 | 47.62% | +47.62% | +32.38% | -27.62% | -32.43% | 15:49 | 13:01 | 14:51 | 15:39 | 16:42 | 19:26 | 01:51 | 01:22 |
 | Crown | 21 | 100.00% | 87.1 | 47.62% | +47.62% | +12.38% | -27.62% | -22.43% | 05:13 | 03:31 | 04:11 | 05:04 | 05:58 | 06:44 | 01:47 | 01:19 |
 | Helm of the Dominator | 21 | 100.00% | 83.9 | 47.62% | +47.62% | +32.38% | -47.62% | -36.09% | 08:27 | 06:06 | 07:20 | 08:19 | 09:33 | 10:38 | 02:13 | 01:38 |
 | Quelling Blade | 21 | 100.00% | 80.6 | 47.62% | +47.62% | +12.38% | -7.62% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Ring of Basilius | 21 | 100.00% | 77.4 | 47.62% | +47.62% | +52.38% | -27.62% | -27.27% | 10:00 | 07:44 | 08:31 | 10:10 | 11:27 | 13:19 | 02:56 | 02:10 |
 | Helm of Iron Will | 21 | 100.00% | 74.2 | 47.62% | +47.62% | +12.38% | -47.62% | -44.44% | 03:28 | 02:08 | 02:48 | 03:22 | 04:09 | 04:46 | 01:21 | 01:00 |
 | Vladmir's Offering | 21 | 100.00% | 71.0 | 47.62% | +47.62% | +32.38% | -27.62% | -25.90% | 13:33 | 11:11 | 12:16 | 13:32 | 14:35 | 16:14 | 02:19 | 01:42 |
 | Ring of Protection | 21 | 100.00% | 67.7 | 47.62% | +47.62% | +12.38% | -7.62% | -9.92% | 10:10 | 06:20 | 09:17 | 10:02 | 11:18 | 12:23 | 02:01 | 01:29 |
 | Morbid Mask | 21 | 100.00% | 64.5 | 47.62% | +47.62% | +32.38% | -47.62% | -39.02% | 12:35 | 10:49 | 11:14 | 12:44 | 13:17 | 15:26 | 02:03 | 01:31 |
 | Aghanim's Shard | 13 | 61.90% | 61.3 | 38.46% | -24.04% | -5.13% | -5.13% | 0.00% | 24:58 | 15:01 | 19:25 | 23:00 | 26:13 | 54:31 | 06:48 | 05:02 |
 | Black King Bar | 4 | 19.05% | 58.1 | 50.00% | +2.94% | +50.00% | -50.00% | 0.00% | 32:01 | 22:38 | 22:38 | 28:15 | 30:06 | 47:05 | 07:28 | 05:31 |
 | Desolator | 1 | 4.76% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Boots of Speed | 6 | 28.57% | 51.6 | 33.33% | -20.00% | +16.67% | -33.33% | -3.08% | 26:45 | 10:35 | 16:38 | 17:28 | 32:51 | 58:33 | 16:13 | 12:00 |
 | Wind Lace | 9 | 42.86% | 48.4 | 22.22% | -44.45% | +27.78% | -22.22% | -10.95% | 20:13 | 12:52 | 14:49 | 17:51 | 19:23 | 35:20 | 04:34 | 03:22 |
 | Aghanim's Scepter | 2 | 9.52% | 45.2 | 50.00% | +2.63% | +50.00% | 0.00% | 0.00% | 35:03 | 27:17 | 27:17 | 42:48 | 42:48 | 42:48 | 15:31 | 11:29 |
 | Skull Basher | 2 | 9.52% | 41.9 | 50.00% | +2.63% | -50.00% | 0.00% | 0.00% | 27:06 | 25:25 | 25:25 | 28:47 | 28:47 | 28:47 | 03:22 | 02:29 |
 | Sange | 2 | 9.52% | 38.7 | 50.00% | +2.63% | +50.00% | 0.00% | 0.00% | 30:22 | 25:14 | 25:14 | 35:29 | 35:29 | 35:29 | 10:15 | 07:35 |
 | Heaven's Halberd | 2 | 9.52% | 35.5 | 50.00% | +2.63% | +50.00% | 0.00% | 0.00% | 31:54 | 26:30 | 26:30 | 37:17 | 37:17 | 37:17 | 10:47 | 07:59 |
 | Nullifier | 3 | 14.29% | 32.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 28:48 | 23:11 | 23:11 | 29:37 | 33:37 | 33:37 | 10:26 | 07:43 |
 | Drum of Endurance | 6 | 28.57% | 29.0 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 25:42 | 19:08 | 20:50 | 23:14 | 30:55 | 35:36 | 10:05 | 07:28 |
 | Magic Wand | 1 | 4.76% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 00:00 | 00:00 |
 | Magic Stick | 1 | 4.76% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:22 | 19:22 | 19:22 | 19:22 | 19:22 | 19:22 | 00:00 | 00:00 |
 | Void Stone | 2 | 9.52% | 19.4 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 33:23 | 22:44 | 22:44 | 44:01 | 44:01 | 44:01 | 21:17 | 15:45 |
 | Tranquil Boots | 1 | 4.76% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:33 | 58:33 | 58:33 | 58:33 | 58:33 | 58:33 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 4.76% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 9.52% | 9.7 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 42:54 | 41:34 | 41:34 | 44:14 | 44:14 | 44:14 | 02:40 | 01:58 |
 | Boots of Travel | 2 | 9.52% | 6.5 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 52:20 | 48:32 | 48:32 | 56:07 | 56:07 | 56:07 | 07:35 | 05:37 |
 | Boots of Bearing | 1 | 4.76% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:57 | 58:57 | 58:57 | 58:57 | 58:57 | 58:57 | 00:00 | 00:00 |