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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 | |
 | Skull Basher | 6 | 42.86% | 100.0 | 83.33% | +45.83% | +16.67% | -83.33% | -11.54% | 26:26 | 19:18 | 21:40 | 27:54 | 30:20 | 31:27 | 08:40 | 06:25 |
 | Wraith Band | 7 | 50.00% | 96.7 | 71.43% | +28.57% | +28.57% | -21.43% | -2.41% | 13:47 | 01:22 | 01:31 | 02:53 | 22:17 | 36:15 | 20:46 | 15:22 |
 | Chainmail | 14 | 100.00% | 93.3 | 57.14% | +57.14% | -32.14% | -23.81% | 6.10% | 06:14 | 02:51 | 05:00 | 05:37 | 06:22 | 11:45 | 01:22 | 01:00 |
 | Phase Boots | 14 | 100.00% | 90.0 | 57.14% | +57.14% | -7.14% | -57.14% | -15.87% | 07:35 | 05:04 | 05:49 | 06:54 | 08:58 | 12:06 | 03:09 | 02:20 |
 | Blight Stone | 14 | 100.00% | 86.7 | 57.14% | +57.14% | +17.86% | +9.53% | -4.38% | 01:32 | -01:30 | -01:29 | -01:29 | 03:23 | 16:16 | 04:52 | 03:36 |
 | Aghanim's Shard | 14 | 100.00% | 83.3 | 57.14% | +57.14% | +42.86% | -23.81% | -23.53% | 19:23 | 16:28 | 17:54 | 18:35 | 20:44 | 23:57 | 02:50 | 02:05 |
 | Boots of Speed | 14 | 100.00% | 80.0 | 57.14% | +57.14% | -32.14% | -23.81% | 3.79% | 05:40 | 03:21 | 04:34 | 04:49 | 06:46 | 10:08 | 02:12 | 01:37 |
 | Quelling Blade | 14 | 100.00% | 76.7 | 57.14% | +57.14% | +17.86% | +9.53% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Desolator | 12 | 85.71% | 73.3 | 58.33% | +8.33% | -25.00% | -25.00% | 0.00% | 16:12 | 14:15 | 15:07 | 16:04 | 16:52 | 18:16 | 01:45 | 01:17 |
 | Ring of Protection | 11 | 78.57% | 70.0 | 54.55% | -12.12% | +12.12% | -21.22% | -10.47% | 23:58 | 19:41 | 21:40 | 23:41 | 24:51 | 29:12 | 03:11 | 02:21 |
 | Buckler | 11 | 78.57% | 66.7 | 54.55% | -12.12% | +12.12% | -21.22% | -8.77% | 24:03 | 19:41 | 21:40 | 23:41 | 25:28 | 29:12 | 03:48 | 02:48 |
 | Morbid Mask | 9 | 64.29% | 63.3 | 55.56% | -4.44% | -5.56% | -55.56% | -50.00% | 09:36 | 07:00 | 08:36 | 09:12 | 09:35 | 12:33 | 00:59 | 00:43 |
 | Mask of Madness | 9 | 64.29% | 60.0 | 55.56% | -4.44% | -5.56% | -55.56% | -50.00% | 10:22 | 08:36 | 09:26 | 09:50 | 10:16 | 13:04 | 00:50 | 00:37 |
 | Assault Cuirass | 7 | 50.00% | 56.7 | 57.14% | 0.00% | +42.86% | -57.14% | -28.17% | 25:37 | 23:02 | 23:54 | 25:30 | 27:27 | 27:40 | 03:33 | 02:37 |
 | Black King Bar | 5 | 35.71% | 53.3 | 60.00% | +4.44% | +40.00% | -60.00% | -12.68% | 34:01 | 28:28 | 28:28 | 33:25 | 36:21 | 42:37 | 07:53 | 05:50 |
 | Ring of Health | 3 | 21.43% | 50.0 | 66.67% | +12.12% | +33.33% | 0.00% | 0.00% | 32:46 | 31:03 | 31:03 | 33:34 | 33:42 | 33:42 | 02:39 | 01:57 |
 | Abyssal Blade | 3 | 21.43% | 46.7 | 66.67% | +12.12% | -66.67% | 0.00% | 0.00% | 35:39 | 34:58 | 34:58 | 35:40 | 36:18 | 36:18 | 01:20 | 00:59 |
 | Vanguard | 3 | 21.43% | 43.3 | 66.67% | +12.12% | +33.33% | 0.00% | 0.00% | 32:46 | 31:03 | 31:03 | 33:34 | 33:42 | 33:42 | 02:39 | 01:57 |
 | Hand of Midas | 4 | 28.57% | 40.0 | 50.00% | -10.00% | -50.00% | +50.00% | 0.00% | 11:05 | 09:50 | 09:50 | 11:06 | 11:30 | 11:53 | 01:40 | 01:14 |
 | Orb of Venom | 4 | 28.57% | 36.7 | 50.00% | -10.00% | +50.00% | -50.00% | 0.00% | 05:21 | 01:38 | 01:38 | 02:00 | 02:18 | 15:29 | 00:40 | 00:29 |
 | Javelin | 4 | 28.57% | 33.3 | 50.00% | -10.00% | +50.00% | -50.00% | 0.00% | 30:26 | 17:56 | 17:56 | 18:42 | 34:20 | 50:45 | 16:24 | 12:08 |
 | Orb of Corrosion | 4 | 28.57% | 30.0 | 50.00% | -10.00% | +50.00% | -50.00% | 0.00% | 06:32 | 02:47 | 02:47 | 03:13 | 04:15 | 15:53 | 01:28 | 01:05 |
 | Fluffy Hat | 4 | 28.57% | 26.7 | 50.00% | -10.00% | +50.00% | -50.00% | 0.00% | 05:57 | 02:17 | 02:17 | 02:30 | 03:23 | 15:38 | 01:06 | 00:48 |
 | Maelstrom | 1 | 7.14% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 00:00 | 00:00 |
 | Blade Mail | 1 | 7.14% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 7.14% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 7.14% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Nullifier | 1 | 7.14% | 10.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Mjollnir | 1 | 7.14% | 6.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 14.29% | 3.3 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 36:09 | 21:17 | 21:17 | 51:01 | 51:01 | 51:01 | 29:44 | 22:01 |