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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Skull Basher | 4 | 25.00% | 100.0 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 39:47 | 29:58 | 29:58 | 31:17 | 36:22 | 1:01:29 | 06:24 | 04:44 | |
Overwhelming Blink | 4 | 25.00% | 97.4 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 34:44 | 33:34 | 33:34 | 33:45 | 35:20 | 36:17 | 01:46 | 01:18 | |
Vanguard | 4 | 25.00% | 94.7 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 42:43 | 32:38 | 32:38 | 36:38 | 39:52 | 1:01:45 | 07:14 | 05:21 | |
Abyssal Blade | 4 | 25.00% | 92.1 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 43:28 | 33:00 | 33:00 | 39:13 | 39:55 | 1:01:45 | 06:55 | 05:07 | |
Radiance | 4 | 25.00% | 89.5 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 19:41 | 17:28 | 17:28 | 18:45 | 19:52 | 22:37 | 02:24 | 01:46 | |
Ring of Health | 4 | 25.00% | 86.8 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 39:34 | 32:38 | 32:38 | 36:38 | 39:52 | 49:08 | 07:14 | 05:21 | |
Blink Dagger | 14 | 87.50% | 84.2 | 64.29% | +64.29% | -64.29% | +2.38% | 8.08% | 21:35 | 14:25 | 16:39 | 19:43 | 24:54 | 40:16 | 08:15 | 06:06 | |
Ring of Protection | 13 | 81.25% | 81.6 | 61.54% | +28.21% | -28.21% | +5.13% | 4.67% | 12:14 | -01:30 | 04:27 | 09:33 | 11:35 | 36:29 | 07:08 | 05:17 | |
Soul Ring | 9 | 56.25% | 78.9 | 66.67% | +23.81% | +33.33% | -16.67% | -10.83% | 08:50 | 05:20 | 05:41 | 09:57 | 10:18 | 12:18 | 04:37 | 03:25 | |
Buckler | 7 | 43.75% | 76.3 | 71.43% | +26.99% | +28.57% | -71.43% | -44.44% | 29:40 | 26:25 | 26:42 | 28:23 | 28:57 | 36:30 | 02:15 | 01:40 | |
Assault Cuirass | 7 | 43.75% | 73.7 | 71.43% | +26.99% | +28.57% | -71.43% | -40.82% | 30:27 | 27:17 | 27:34 | 29:04 | 30:01 | 36:37 | 02:27 | 01:48 | |
Boots of Speed | 16 | 100.00% | 71.1 | 56.25% | +56.25% | -31.25% | -6.25% | 4.49% | 06:37 | 01:45 | 02:56 | 06:52 | 08:30 | 11:29 | 05:34 | 04:07 | |
Quelling Blade | 16 | 100.00% | 68.4 | 56.25% | +56.25% | -6.25% | -6.25% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Armlet of Mordiggian | 16 | 100.00% | 65.8 | 56.25% | +56.25% | +43.75% | -6.25% | -15.00% | 10:06 | 06:34 | 07:43 | 10:27 | 11:03 | 14:52 | 03:20 | 02:28 | |
Helm of Iron Will | 16 | 100.00% | 63.2 | 56.25% | +56.25% | +18.75% | -6.25% | -16.30% | 04:41 | 02:32 | 03:11 | 03:21 | 04:43 | 10:21 | 01:32 | 01:08 | |
Black King Bar | 14 | 87.50% | 60.5 | 57.14% | +7.14% | -7.14% | +42.86% | 10.00% | 26:58 | 22:11 | 23:20 | 25:10 | 28:20 | 43:34 | 05:00 | 03:42 | |
Phase Boots | 15 | 93.75% | 57.9 | 53.33% | -46.67% | -3.33% | -3.33% | 0.00% | 10:06 | 04:43 | 06:03 | 11:12 | 11:43 | 15:11 | 05:40 | 04:11 | |
Chainmail | 15 | 93.75% | 55.3 | 53.33% | -46.67% | -3.33% | -3.33% | 0.00% | 09:15 | 02:46 | 05:25 | 10:21 | 11:17 | 15:11 | 05:52 | 04:20 | |
Heaven's Halberd | 2 | 12.50% | 52.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:04 | 24:08 | 24:08 | 26:00 | 26:00 | 26:00 | 01:52 | 01:22 | |
Swift Blink | 2 | 12.50% | 50.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:41 | 32:25 | 32:25 | 36:57 | 36:57 | 36:57 | 04:32 | 03:21 | |
Sange | 2 | 12.50% | 47.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 23:32 | 22:36 | 22:36 | 24:27 | 24:27 | 24:27 | 01:51 | 01:22 | |
Aghanim's Shard | 2 | 12.50% | 44.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:06 | 27:40 | 27:40 | 28:31 | 28:31 | 28:31 | 00:51 | 00:37 | |
Blight Stone | 9 | 56.25% | 42.1 | 55.56% | -1.58% | +44.44% | -5.56% | -6.45% | 17:39 | 11:55 | 12:17 | 16:41 | 20:02 | 29:15 | 07:45 | 05:44 | |
Desolator | 9 | 56.25% | 39.5 | 55.56% | -1.58% | +44.44% | -5.56% | -10.42% | 20:14 | 16:09 | 17:12 | 18:14 | 22:00 | 29:15 | 04:48 | 03:33 | |
Magic Wand | 8 | 50.00% | 36.8 | 50.00% | -12.50% | -50.00% | +50.00% | 55.05% | 12:15 | 02:49 | 11:35 | 13:11 | 13:24 | 18:10 | 01:49 | 01:20 | |
Magic Stick | 8 | 50.00% | 34.2 | 50.00% | -12.50% | -50.00% | 0.00% | 7.33% | 04:16 | -01:29 | -01:29 | -01:29 | 08:18 | 13:46 | 09:47 | 07:14 | |
Butterfly | 1 | 6.25% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:44 | 1:05:44 | 1:05:44 | 1:05:44 | 1:05:44 | 1:05:44 | 00:00 | 00:00 | |
Refresher Orb | 1 | 6.25% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 49:29 | 00:00 | 00:00 | |
Power Treads | 1 | 6.25% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 00:00 | 00:00 | |
Void Stone | 1 | 6.25% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 00:00 | 00:00 | |
Moon Shard | 1 | 6.25% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:41 | 1:09:41 | 1:09:41 | 1:09:41 | 1:09:41 | 1:09:41 | 00:00 | 00:00 | |
Hand of Midas | 2 | 12.50% | 18.4 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 10:33 | 10:02 | 10:02 | 11:03 | 11:03 | 11:03 | 01:01 | 00:45 | |
Divine Rapier | 2 | 12.50% | 15.8 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 50:40 | 44:17 | 44:17 | 57:02 | 57:02 | 57:02 | 12:45 | 09:26 | |
Crystalys | 3 | 18.75% | 13.2 | 33.33% | -28.21% | -33.33% | 0.00% | 0.00% | 28:51 | 22:26 | 22:26 | 29:47 | 34:20 | 34:20 | 11:54 | 08:48 | |
Silver Edge | 3 | 18.75% | 10.5 | 33.33% | -28.21% | -33.33% | 0.00% | 0.00% | 29:30 | 23:07 | 23:07 | 30:25 | 34:57 | 34:57 | 11:50 | 08:45 | |
Shadow Blade | 4 | 25.00% | 7.9 | 25.00% | -41.67% | -25.00% | -25.00% | 0.00% | 24:26 | 17:02 | 17:02 | 20:27 | 28:10 | 32:04 | 11:08 | 08:14 | |
Monkey King Bar | 1 | 6.25% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 | |
Javelin | 1 | 6.25% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |