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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 | |
Aghanim's Scepter | 6 | 42.86% | 100.0 | 83.33% | +45.83% | +16.67% | +16.67% | 0.00% | 24:07 | 18:49 | 21:21 | 24:30 | 26:40 | 27:07 | 05:19 | 03:56 | |
Magic Stick | 9 | 64.29% | 96.6 | 66.67% | +26.67% | +33.33% | -66.67% | -14.89% | 04:56 | -01:29 | -01:27 | 06:11 | 08:10 | 11:36 | 09:37 | 07:07 | |
Magic Wand | 9 | 64.29% | 93.1 | 66.67% | +26.67% | +33.33% | -16.67% | -17.14% | 09:02 | 03:10 | 08:06 | 09:19 | 11:01 | 11:36 | 02:55 | 02:09 | |
Power Treads | 14 | 100.00% | 89.7 | 57.14% | +57.14% | +17.86% | +9.53% | -1.88% | 14:16 | 10:00 | 10:36 | 11:52 | 15:02 | 28:11 | 04:26 | 03:17 | |
Boots of Speed | 14 | 100.00% | 86.2 | 57.14% | +57.14% | +42.86% | -57.14% | -92.31% | 07:23 | 01:54 | 07:05 | 07:21 | 08:10 | 10:13 | 01:05 | 00:48 | |
Ring of Health | 13 | 92.86% | 82.8 | 53.85% | -46.15% | -20.52% | -20.52% | 0.00% | 02:42 | 01:40 | 01:50 | 02:46 | 02:51 | 04:27 | 01:01 | 00:45 | |
Wind Lace | 8 | 57.14% | 79.3 | 62.50% | +12.50% | +37.50% | +37.50% | 0.00% | 09:27 | 03:25 | 06:17 | 08:44 | 10:57 | 19:02 | 04:40 | 03:27 | |
Blink Dagger | 8 | 57.14% | 75.9 | 62.50% | +12.50% | +37.50% | -12.50% | -10.56% | 18:49 | 12:18 | 13:57 | 16:03 | 18:41 | 31:21 | 04:44 | 03:30 | |
Hand of Midas | 2 | 14.29% | 72.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 14:31 | 09:26 | 09:26 | 19:35 | 19:35 | 19:35 | 10:09 | 07:31 | |
Fluffy Hat | 2 | 14.29% | 69.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:46 | 12:46 | 12:51 | 12:51 | 12:51 | 00:05 | 00:03 | |
Aether Lens | 2 | 14.29% | 65.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:47 | 22:12 | 22:12 | 29:21 | 29:21 | 29:21 | 07:09 | 05:17 | |
Force Staff | 2 | 14.29% | 62.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 19:03 | 15:30 | 15:30 | 22:35 | 22:35 | 22:35 | 07:05 | 05:14 | |
Void Stone | 12 | 85.71% | 58.6 | 50.00% | -50.00% | +50.00% | -50.00% | -83.33% | 06:35 | 04:57 | 05:36 | 06:35 | 06:48 | 09:10 | 01:12 | 00:53 | |
Crown | 12 | 85.71% | 55.2 | 50.00% | -50.00% | +16.67% | -16.67% | -16.67% | 01:09 | -01:29 | -01:29 | -01:29 | 03:29 | 05:05 | 04:58 | 03:40 | |
Meteor Hammer | 12 | 85.71% | 51.7 | 50.00% | -50.00% | +50.00% | -50.00% | -100.00% | 06:52 | 05:01 | 06:12 | 06:48 | 06:59 | 09:25 | 00:47 | 00:34 | |
Black King Bar | 4 | 28.57% | 48.3 | 50.00% | -10.00% | +50.00% | +50.00% | 0.00% | 25:43 | 20:32 | 20:32 | 23:51 | 25:02 | 33:28 | 04:30 | 03:20 | |
Hood of Defiance | 1 | 7.14% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 7.14% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 | |
Octarine Core | 1 | 7.14% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 7.14% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 00:00 | 00:00 | |
Headdress | 1 | 7.14% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Hurricane Pike | 1 | 7.14% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 00:00 | 00:00 | |
Null Talisman | 1 | 7.14% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:55 | 03:55 | 03:55 | 03:55 | 03:55 | 03:55 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 7.14% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 00:00 | 00:00 | |
Dragon Lance | 2 | 14.29% | 17.2 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 22:16 | 17:36 | 17:36 | 26:56 | 26:56 | 26:56 | 09:20 | 06:54 | |
Shiva's Guard | 1 | 7.14% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 | |
Chainmail | 1 | 7.14% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 7.14% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 00:00 | 00:00 | |
Witch Blade | 1 | 7.14% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 00:00 | 00:00 |