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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 | |
 | Ring of Health | 4 | 44.44% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 21:24 | 11:38 | 11:38 | 11:46 | 30:40 | 31:33 | 19:02 | 14:05 |
 | Sange | 3 | 33.33% | 97.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 13:06 | 11:31 | 11:31 | 13:27 | 14:21 | 14:21 | 02:50 | 02:05 |
 | Sange and Yasha | 3 | 33.33% | 95.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 16:42 | 14:31 | 14:31 | 14:40 | 20:54 | 20:54 | 06:23 | 04:43 |
 | Black King Bar | 3 | 33.33% | 92.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 20:25 | 17:46 | 17:46 | 18:47 | 24:43 | 24:43 | 06:57 | 05:08 |
 | Yasha | 3 | 33.33% | 90.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 16:23 | 13:53 | 13:53 | 14:40 | 20:35 | 20:35 | 06:42 | 04:57 |
 | Void Stone | 3 | 33.33% | 88.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 16:53 | 08:46 | 08:46 | 11:13 | 30:41 | 30:41 | 21:55 | 16:14 |
 | Chainmail | 6 | 66.67% | 85.7 | 83.33% | +50.00% | -33.33% | +16.67% | 2.94% | 15:03 | 05:00 | 05:36 | 05:50 | 22:36 | 28:39 | 17:00 | 12:35 |
 | Quelling Blade | 8 | 88.89% | 83.3 | 75.00% | +75.00% | -25.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Power Treads | 5 | 55.56% | 81.0 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 07:31 | 06:08 | 06:08 | 08:03 | 08:06 | 08:27 | 01:58 | 01:27 |
 | Ring of Protection | 5 | 55.56% | 78.6 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 05:52 | -01:29 | -01:29 | 04:06 | 04:25 | 23:32 | 05:54 | 04:22 |
 | Boots of Speed | 9 | 100.00% | 76.2 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 03:26 | 01:52 | 02:21 | 03:19 | 03:24 | 05:47 | 01:03 | 00:46 |
 | Wind Lace | 8 | 88.89% | 73.8 | 62.50% | -37.50% | -62.50% | +37.50% | 4.71% | 11:32 | -01:29 | -01:28 | 06:24 | 22:43 | 27:11 | 24:11 | 17:54 |
 | Battle Fury | 2 | 22.22% | 71.4 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 11:42 | 11:38 | 11:38 | 11:46 | 11:46 | 11:46 | 00:08 | 00:05 |
 | Assault Cuirass | 2 | 22.22% | 69.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 30:08 | 25:24 | 25:24 | 34:52 | 34:52 | 34:52 | 09:28 | 07:00 |
 | Buckler | 2 | 22.22% | 66.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 28:28 | 23:32 | 23:32 | 33:24 | 33:24 | 33:24 | 09:52 | 07:18 |
 | Bracer | 4 | 44.44% | 64.3 | 75.00% | +15.00% | +25.00% | -75.00% | -100.00% | 01:54 | 01:31 | 01:31 | 01:48 | 02:03 | 02:12 | 00:32 | 00:23 |
 | Crown | 4 | 44.44% | 61.9 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 25:42 | 22:37 | 22:37 | 22:42 | 27:11 | 30:19 | 04:34 | 03:22 |
 | Blight Stone | 4 | 44.44% | 59.5 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 24:37 | 22:37 | 22:37 | 22:42 | 23:23 | 29:45 | 00:46 | 00:34 |
 | Medallion of Courage | 4 | 44.44% | 57.1 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 24:47 | 22:37 | 22:37 | 22:42 | 24:02 | 29:45 | 01:25 | 01:02 |
 | Soul Ring | 4 | 44.44% | 54.8 | 75.00% | +15.00% | +25.00% | -75.00% | -37.27% | 03:51 | 01:26 | 01:26 | 03:30 | 04:07 | 06:21 | 02:41 | 01:59 |
 | Magic Wand | 7 | 77.78% | 52.4 | 57.14% | -42.86% | -7.14% | -7.14% | 0.00% | 15:17 | 01:07 | 14:12 | 15:42 | 18:38 | 22:34 | 04:26 | 03:17 |
 | Magic Stick | 7 | 77.78% | 50.0 | 57.14% | -42.86% | -7.14% | +42.86% | 5.38% | 13:33 | -01:29 | 08:02 | 15:21 | 17:20 | 22:34 | 09:18 | 06:53 |
 | Aghanim's Scepter | 5 | 55.56% | 47.6 | 60.00% | -15.00% | +40.00% | -60.00% | -35.50% | 14:45 | 12:52 | 12:52 | 15:06 | 15:41 | 16:18 | 02:49 | 02:05 |
 | Phase Boots | 3 | 33.33% | 45.2 | 66.67% | 0.00% | -66.67% | 0.00% | 0.00% | 06:39 | 06:21 | 06:21 | 06:40 | 06:56 | 06:56 | 00:35 | 00:25 |
 | Solar Crest | 3 | 33.33% | 42.9 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 25:29 | 23:57 | 23:57 | 24:50 | 27:39 | 27:39 | 03:42 | 02:44 |
 | Lotus Orb | 1 | 11.11% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 11.11% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Skull Basher | 1 | 11.11% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 00:00 | 00:00 |
 | Maelstrom | 1 | 11.11% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 11.11% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |
 | Mjollnir | 1 | 11.11% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:49 | 23:49 | 23:49 | 23:49 | 23:49 | 23:49 | 00:00 | 00:00 |
 | Vanguard | 1 | 11.11% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 00:00 | 00:00 |
 | Force Staff | 1 | 11.11% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Swift Blink | 1 | 11.11% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 00:00 | 00:00 |
 | Javelin | 1 | 11.11% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 11.11% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 19:40 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 22.22% | 14.3 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 25:49 | 21:47 | 21:47 | 29:50 | 29:50 | 29:50 | 08:03 | 05:57 |
 | Blink Dagger | 2 | 22.22% | 11.9 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 24:17 | 22:10 | 22:10 | 26:24 | 26:24 | 26:24 | 04:14 | 03:08 |
 | Glimmer Cape | 2 | 22.22% | 9.5 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 23:10 | 22:50 | 22:50 | 23:29 | 23:29 | 23:29 | 00:39 | 00:28 |
 | Tranquil Boots | 1 | 11.11% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 11.11% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 11.11% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 33:30 | 00:00 | 00:00 |