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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 | |
 | Aghanim's Shard | 5 | 35.71% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 32:37 | 25:15 | 25:15 | 31:00 | 40:19 | 40:51 | 15:04 | 11:09 |
 | Butterfly | 4 | 28.57% | 97.6 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 32:33 | 23:34 | 23:34 | 28:05 | 32:16 | 46:17 | 08:42 | 06:26 |
 | Black King Bar | 6 | 42.86% | 95.1 | 83.33% | +45.83% | -33.33% | +16.67% | 4.62% | 31:45 | 23:41 | 26:18 | 30:09 | 37:07 | 42:50 | 10:49 | 08:00 |
 | Abyssal Blade | 6 | 42.86% | 92.7 | 83.33% | +45.83% | -33.33% | +16.67% | 18.63% | 39:00 | 36:26 | 36:28 | 36:47 | 39:09 | 46:14 | 02:41 | 01:59 |
 | Vanguard | 6 | 42.86% | 90.2 | 83.33% | +45.83% | -33.33% | +16.67% | 20.69% | 36:07 | 19:32 | 36:28 | 36:45 | 38:53 | 46:14 | 02:25 | 01:47 |
 | Sange | 3 | 21.43% | 87.8 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 27:16 | 19:31 | 19:31 | 21:42 | 40:36 | 40:36 | 21:05 | 15:37 |
 | Sange and Yasha | 3 | 21.43% | 85.4 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 27:25 | 19:57 | 19:57 | 21:42 | 40:36 | 40:36 | 20:39 | 15:17 |
 | Wraith Band | 5 | 35.71% | 82.9 | 80.00% | +35.56% | +20.00% | +20.00% | 0.00% | 05:03 | 01:52 | 01:52 | 05:34 | 05:39 | 09:25 | 03:47 | 02:48 |
 | Quelling Blade | 14 | 100.00% | 80.5 | 57.14% | +57.14% | -32.14% | +9.53% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 14 | 100.00% | 78.0 | 57.14% | +57.14% | -7.14% | +9.53% | 6.10% | 06:22 | 01:37 | 04:29 | 05:58 | 07:13 | 13:08 | 02:44 | 02:01 |
 | Yasha | 14 | 100.00% | 75.6 | 57.14% | +57.14% | +17.86% | +9.53% | -3.68% | 17:33 | 13:57 | 16:35 | 17:44 | 18:51 | 19:44 | 02:16 | 01:40 |
 | Ring of Health | 14 | 100.00% | 73.2 | 57.14% | +57.14% | +17.86% | -23.81% | -21.19% | 04:34 | 02:01 | 02:59 | 03:12 | 04:57 | 12:11 | 01:58 | 01:27 |
 | Void Stone | 14 | 100.00% | 70.7 | 57.14% | +57.14% | -7.14% | +42.86% | 12.45% | 12:40 | 08:29 | 10:43 | 12:32 | 14:44 | 16:52 | 04:01 | 02:58 |
 | Battle Fury | 14 | 100.00% | 68.3 | 57.14% | +57.14% | -7.14% | +9.53% | 8.62% | 13:53 | 08:29 | 12:59 | 13:42 | 14:55 | 17:00 | 01:56 | 01:25 |
 | Power Treads | 13 | 92.86% | 65.9 | 53.85% | -46.15% | +12.82% | +12.82% | 0.00% | 07:56 | 04:59 | 06:24 | 07:24 | 08:16 | 15:08 | 01:52 | 01:22 |
 | Skull Basher | 8 | 57.14% | 63.4 | 62.50% | +12.50% | -12.50% | +37.50% | 4.75% | 33:47 | 25:06 | 26:49 | 33:55 | 37:21 | 43:04 | 10:32 | 07:48 |
 | Magic Wand | 8 | 57.14% | 61.0 | 62.50% | +12.50% | -12.50% | +37.50% | 4.92% | 10:05 | 03:01 | 04:07 | 08:46 | 14:17 | 19:05 | 10:10 | 07:31 |
 | Monkey King Bar | 2 | 14.29% | 58.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:17 | 30:45 | 30:45 | 37:49 | 37:49 | 37:49 | 07:04 | 05:14 |
 | Javelin | 2 | 14.29% | 56.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:38 | 30:34 | 30:34 | 34:42 | 34:42 | 34:42 | 04:08 | 03:03 |
 | Moon Shard | 2 | 14.29% | 53.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 45:47 | 39:55 | 39:55 | 51:39 | 51:39 | 51:39 | 11:44 | 08:41 |
 | Magic Stick | 9 | 64.29% | 51.2 | 55.56% | -4.44% | -5.56% | -5.56% | 0.00% | 04:07 | -01:29 | -01:29 | 00:52 | 08:59 | 15:11 | 10:28 | 07:45 |
 | Eye of Skadi | 9 | 64.29% | 48.8 | 55.56% | -4.44% | +44.44% | -5.56% | -12.30% | 27:16 | 24:12 | 24:29 | 26:54 | 28:33 | 31:30 | 04:04 | 03:00 |
 | Manta Style | 12 | 85.71% | 46.3 | 50.00% | -50.00% | +50.00% | -50.00% | -38.96% | 20:12 | 17:47 | 18:32 | 19:47 | 21:06 | 23:08 | 02:34 | 01:54 |
 | Aghanim's Blessing | 1 | 7.14% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 7.14% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 7.14% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 7.14% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 00:00 | 00:00 |
 | Buckler | 1 | 7.14% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:47 | 30:47 | 30:47 | 30:47 | 30:47 | 30:47 | 00:00 | 00:00 |
 | Satanic | 2 | 14.29% | 31.7 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 29:22 | 26:25 | 26:25 | 32:18 | 32:18 | 32:18 | 05:53 | 04:21 |
 | Orb of Venom | 2 | 14.29% | 29.3 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 00:48 | 00:43 | 00:43 | 00:52 | 00:52 | 00:52 | 00:09 | 00:06 |
 | Morbid Mask | 2 | 14.29% | 26.8 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 25:29 | 20:53 | 20:53 | 30:04 | 30:04 | 30:04 | 09:11 | 06:48 |
 | Ring of Protection | 2 | 14.29% | 24.4 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 14:39 | -01:29 | -01:29 | 30:47 | 30:47 | 30:47 | 32:16 | 23:54 |
 | Aghanim's Scepter | 2 | 14.29% | 22.0 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 44:42 | 27:20 | 27:20 | 1:02:03 | 1:02:03 | 1:02:03 | 34:43 | 25:42 |
 | Wind Lace | 3 | 21.43% | 19.5 | 33.33% | -30.31% | -33.33% | 0.00% | 0.00% | 10:41 | 08:23 | 08:23 | 09:44 | 13:56 | 13:56 | 05:33 | 04:06 |
 | Ghost Scepter | 1 | 7.14% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 7.14% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 00:00 | 00:00 |
 | Nullifier | 1 | 7.14% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 00:00 | 00:00 |
 | Blight Stone | 1 | 7.14% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 7.14% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:56 | 02:56 | 02:56 | 02:56 | 02:56 | 02:56 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 7.14% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:15 | 02:15 | 02:15 | 02:15 | 02:15 | 02:15 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 7.14% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 00:00 | 00:00 |