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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 | 20 | 50.00% | 100.0 | 75.00% | +40.00% | -35.00% | +25.00% | 8.43% | 25:29 | 14:42 | 21:32 | 24:40 | 28:39 | 40:09 | 07:07 | 05:16 | |
Mekansm | 30 | 75.00% | 97.1 | 66.67% | +46.67% | -4.17% | -23.81% | -5.28% | 10:37 | 06:14 | 08:19 | 10:20 | 12:02 | 19:07 | 03:43 | 02:45 | |
Buckler | 30 | 75.00% | 94.1 | 66.67% | +46.67% | +8.33% | -9.53% | -4.47% | 08:10 | 04:16 | 06:14 | 08:19 | 10:14 | 12:48 | 04:00 | 02:57 | |
Headdress | 23 | 57.50% | 91.2 | 65.22% | +24.04% | +1.45% | -31.89% | -10.36% | 06:56 | 03:18 | 04:57 | 06:40 | 08:10 | 12:57 | 03:13 | 02:22 | |
Chainmail | 27 | 67.50% | 88.2 | 62.96% | +24.50% | -5.82% | -20.10% | -4.10% | 06:55 | 02:03 | 04:57 | 06:14 | 08:26 | 11:20 | 03:29 | 02:34 | |
Ring of Aquila | 22 | 55.00% | 85.3 | 63.64% | +19.20% | +19.69% | -43.64% | -8.10% | 09:39 | 03:00 | 04:32 | 08:03 | 12:21 | 19:54 | 07:49 | 05:47 | |
Boots of Speed | 39 | 97.50% | 82.4 | 56.41% | +56.41% | +3.59% | -6.41% | -6.98% | 00:34 | -14:16 | 01:10 | 02:05 | 02:36 | 06:18 | 01:26 | 01:03 | |
Power Treads | 39 | 97.50% | 79.4 | 56.41% | +56.41% | +3.59% | -26.41% | -4.23% | 08:52 | 03:15 | 05:00 | 07:34 | 12:06 | 18:55 | 07:06 | 05:15 | |
Ring of Basilius | 29 | 72.50% | 76.5 | 58.62% | +13.17% | -15.76% | -15.76% | 0.00% | 05:31 | 01:08 | 01:36 | 04:05 | 06:18 | 19:54 | 04:42 | 03:28 | |
Heart of Tarrasque | 6 | 15.00% | 73.5 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 37:13 | 30:09 | 33:41 | 35:17 | 42:07 | 44:37 | 08:26 | 06:14 | |
Magic Stick | 28 | 70.00% | 70.6 | 57.14% | +7.14% | +14.29% | 0.00% | -2.00% | 06:42 | -09:01 | 02:32 | 07:01 | 09:40 | 15:54 | 07:08 | 05:17 | |
Wraith Band | 29 | 72.50% | 67.6 | 55.17% | +0.62% | +1.97% | +1.97% | 0.00% | -01:40 | -13:36 | -10:49 | -09:01 | 08:03 | 19:54 | 18:52 | 13:58 | |
Pipe of Insight | 3 | 7.50% | 64.7 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 27:17 | 24:11 | 24:11 | 24:36 | 33:03 | 33:03 | 08:52 | 06:34 | |
Ring of Protection | 25 | 62.50% | 61.8 | 52.00% | -8.00% | +14.67% | -18.67% | -33.34% | -05:03 | -14:16 | -12:43 | -10:42 | 03:51 | 18:11 | 16:34 | 12:16 | |
Black King Bar | 14 | 35.00% | 58.8 | 50.00% | -7.69% | +25.00% | -16.67% | -5.10% | 27:07 | 18:47 | 22:02 | 24:25 | 30:12 | 44:57 | 08:10 | 06:02 | |
Monkey King Bar | 4 | 10.00% | 55.9 | 75.00% | +22.22% | +25.00% | +25.00% | 0.00% | 47:03 | 36:03 | 36:03 | 42:05 | 54:51 | 55:14 | 18:48 | 13:55 | |
Hood of Defiance | 2 | 5.00% | 52.9 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 24:13 | 21:19 | 21:19 | 27:07 | 27:07 | 27:07 | 05:48 | 04:17 | |
Butterfly | 2 | 5.00% | 50.0 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 52:37 | 45:43 | 45:43 | 59:30 | 59:30 | 59:30 | 13:47 | 10:12 | |
Assault Cuirass | 2 | 5.00% | 47.1 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 41:01 | 34:38 | 34:38 | 47:24 | 47:24 | 47:24 | 12:46 | 09:27 | |
Magic Wand | 14 | 35.00% | 44.1 | 42.86% | -18.68% | +7.14% | -42.86% | -9.90% | 09:18 | 04:11 | 06:09 | 08:33 | 11:12 | 19:34 | 05:03 | 03:44 | |
Manta Style | 4 | 10.00% | 41.2 | 50.00% | -5.56% | -50.00% | +50.00% | 0.00% | 49:26 | 35:14 | 35:14 | 40:33 | 44:16 | 1:17:42 | 09:02 | 06:41 | |
Stout Shield | 1 | 2.50% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 00:00 | 00:00 | |
Vanguard | 1 | 2.50% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 00:00 | 00:00 | |
Ring of Health | 1 | 2.50% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:35 | 19:35 | 19:35 | 19:35 | 19:35 | 19:35 | 00:00 | 00:00 | |
Mjollnir | 2 | 5.00% | 29.4 | 50.00% | -5.26% | -50.00% | 0.00% | 0.00% | 58:35 | 47:54 | 47:54 | 1:09:16 | 1:09:16 | 1:09:16 | 21:22 | 15:49 | |
Drum of Endurance | 2 | 5.00% | 26.5 | 50.00% | -5.26% | -50.00% | 0.00% | 0.00% | 14:39 | 13:03 | 13:03 | 16:14 | 16:14 | 16:14 | 03:11 | 02:21 | |
Maelstrom | 2 | 5.00% | 23.5 | 50.00% | -5.26% | +50.00% | 0.00% | 0.00% | 35:51 | 33:44 | 33:44 | 37:57 | 37:57 | 37:57 | 04:13 | 03:07 | |
Boots of Travel | 2 | 5.00% | 20.6 | 50.00% | -5.26% | -50.00% | 0.00% | 0.00% | 60:57 | 50:15 | 50:15 | 1:11:38 | 1:11:38 | 1:11:38 | 21:23 | 15:50 | |
Yasha | 3 | 7.50% | 17.6 | 33.33% | -23.43% | -33.33% | 0.00% | 0.00% | 38:33 | 25:11 | 25:11 | 37:43 | 52:46 | 52:46 | 27:35 | 20:25 | |
Bracer | 5 | 12.50% | 14.7 | 20.00% | -40.00% | -20.00% | -20.00% | 0.00% | 12:45 | 08:26 | 08:26 | 12:36 | 12:42 | 20:02 | 04:16 | 03:09 | |
Crystalys | 1 | 2.50% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 | |
Daedalus | 1 | 2.50% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 39:35 | 00:00 | 00:00 | |
Phase Boots | 1 | 2.50% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:26 | 08:26 | 08:26 | 08:26 | 08:26 | 08:26 | 00:00 | 00:00 | |
Hand of Midas | 1 | 2.50% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:02 | 10:02 | 10:02 | 10:02 | 10:02 | 10:02 | 00:00 | 00:00 |