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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 | |
 | Wraith Band | 5 | 55.56% | 100.0 | 60.00% | +35.00% | +40.00% | -60.00% | -3.53% | 14:35 | 01:31 | 01:31 | 02:53 | 29:53 | 36:15 | 28:22 | 21:00 |
 | Chainmail | 9 | 100.00% | 96.7 | 44.44% | +44.44% | +5.56% | -44.44% | -33.71% | 05:45 | 02:51 | 04:16 | 05:11 | 05:45 | 11:45 | 01:29 | 01:05 |
 | Boots of Speed | 9 | 100.00% | 93.3 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 05:08 | 03:21 | 03:55 | 04:36 | 05:52 | 07:38 | 01:57 | 01:26 |
 | Blight Stone | 9 | 100.00% | 90.0 | 44.44% | +44.44% | -44.44% | +5.56% | 13.51% | 02:40 | -01:29 | -01:29 | -01:29 | 05:11 | 16:16 | 06:40 | 04:56 |
 | Phase Boots | 9 | 100.00% | 86.7 | 44.44% | +44.44% | +5.56% | -44.44% | -13.70% | 07:25 | 05:04 | 05:19 | 06:54 | 08:58 | 12:06 | 03:39 | 02:42 |
 | Aghanim's Shard | 9 | 100.00% | 83.3 | 44.44% | +44.44% | +5.56% | +5.56% | 0.00% | 19:30 | 17:54 | 18:20 | 19:07 | 20:32 | 21:42 | 02:12 | 01:37 |
 | Quelling Blade | 9 | 100.00% | 80.0 | 44.44% | +44.44% | +5.56% | +55.56% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Skull Basher | 3 | 33.33% | 76.7 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 26:14 | 19:18 | 19:18 | 27:58 | 31:27 | 31:27 | 12:09 | 09:00 |
 | Javelin | 3 | 33.33% | 73.3 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 34:20 | 17:56 | 17:56 | 34:20 | 50:45 | 50:45 | 32:49 | 24:18 |
 | Mask of Madness | 7 | 77.78% | 70.0 | 42.86% | -7.14% | +7.14% | -42.86% | -50.00% | 10:32 | 08:36 | 09:26 | 10:00 | 10:16 | 13:04 | 00:50 | 00:37 |
 | Morbid Mask | 7 | 77.78% | 66.7 | 42.86% | -7.14% | +7.14% | -42.86% | -50.00% | 09:45 | 07:00 | 08:36 | 09:13 | 09:35 | 12:33 | 00:59 | 00:43 |
 | Desolator | 8 | 88.89% | 63.3 | 37.50% | -62.50% | -37.50% | -37.50% | 0.00% | 16:16 | 14:15 | 15:07 | 16:04 | 16:52 | 18:16 | 01:45 | 01:17 |
 | Black King Bar | 4 | 44.44% | 60.0 | 50.00% | +10.00% | +50.00% | -50.00% | -12.68% | 35:13 | 28:28 | 28:28 | 33:25 | 36:21 | 42:37 | 07:53 | 05:50 |
 | Maelstrom | 1 | 11.11% | 56.7 | 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 |
 | Aghanim's Scepter | 1 | 11.11% | 53.3 | 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 |
 | Helm of Iron Will | 1 | 11.11% | 50.0 | 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 |
 | Blade Mail | 1 | 11.11% | 46.7 | 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 |
 | Nullifier | 1 | 11.11% | 43.3 | 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 | 11.11% | 40.0 | 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 |
 | Assault Cuirass | 5 | 55.56% | 36.7 | 40.00% | -10.00% | +60.00% | -40.00% | -22.39% | 26:00 | 23:02 | 23:02 | 27:27 | 27:30 | 27:40 | 04:28 | 03:18 |
 | Buckler | 6 | 66.67% | 33.3 | 33.33% | -33.34% | +16.67% | -33.33% | -8.90% | 24:02 | 19:41 | 21:40 | 22:40 | 27:17 | 29:12 | 05:37 | 04:09 |
 | Ring of Protection | 6 | 66.67% | 30.0 | 33.33% | -33.34% | +16.67% | -33.33% | -9.15% | 24:00 | 19:41 | 21:40 | 22:39 | 27:08 | 29:12 | 05:28 | 04:02 |
 | Hand of Midas | 1 | 11.11% | 26.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:06 | 11:06 | 11:06 | 11:06 | 11:06 | 11:06 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 22.22% | 23.3 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 08:45 | 02:00 | 02:00 | 15:29 | 15:29 | 15:29 | 13:29 | 09:59 |
 | Abyssal Blade | 1 | 11.11% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:58 | 34:58 | 34:58 | 34:58 | 34:58 | 34:58 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 11.11% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 00:00 | 00:00 |
 | Ring of Health | 1 | 11.11% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 00:00 | 00:00 |
 | Orb of Corrosion | 2 | 22.22% | 10.0 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 09:33 | 03:13 | 03:13 | 15:53 | 15:53 | 15:53 | 12:40 | 09:22 |
 | Fluffy Hat | 2 | 22.22% | 6.7 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 09:04 | 02:30 | 02:30 | 15:38 | 15:38 | 15:38 | 13:08 | 09:43 |
 | Vanguard | 1 | 11.11% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 00:00 | 00:00 |