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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 | |
Ring of Protection | 12 | 57.14% | 100.0 | 91.67% | +69.45% | -25.00% | +8.33% | 2.84% | 16:55 | -01:29 | 12:08 | 15:15 | 23:53 | 32:06 | 11:45 | 08:42 | |
Assault Cuirass | 8 | 38.10% | 97.6 | 87.50% | +41.35% | -37.50% | +12.50% | 12.71% | 26:23 | 22:31 | 23:54 | 25:25 | 27:50 | 33:39 | 03:56 | 02:54 | |
Buckler | 8 | 38.10% | 95.2 | 87.50% | +41.35% | +12.50% | +12.50% | 0.00% | 25:04 | 21:34 | 21:52 | 23:53 | 26:00 | 32:06 | 04:08 | 03:03 | |
Armlet of Mordiggian | 13 | 61.90% | 92.9 | 69.23% | +19.23% | -35.90% | -2.56% | 7.94% | 10:05 | 06:58 | 07:25 | 10:41 | 11:37 | 14:33 | 04:12 | 03:06 | |
Soul Ring | 6 | 28.57% | 90.5 | 83.33% | +30.00% | -33.33% | +16.67% | 16.30% | 14:26 | 12:03 | 12:41 | 12:48 | 15:45 | 20:24 | 03:04 | 02:16 | |
Helm of Iron Will | 15 | 71.43% | 88.1 | 66.67% | +16.67% | -41.67% | -16.67% | 3.50% | 08:38 | 02:47 | 03:10 | 06:50 | 10:19 | 26:09 | 07:09 | 05:17 | |
Quelling Blade | 21 | 100.00% | 85.7 | 61.90% | +61.90% | +38.10% | +38.10% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Boots of Speed | 21 | 100.00% | 83.3 | 61.90% | +61.90% | +18.10% | -1.90% | -5.94% | 05:06 | 01:06 | 02:51 | 05:25 | 06:13 | 09:30 | 03:22 | 02:29 | |
Bracer | 8 | 38.10% | 81.0 | 75.00% | +21.15% | +25.00% | +25.00% | 0.00% | 03:34 | 01:50 | 02:13 | 03:20 | 03:48 | 06:41 | 01:35 | 01:10 | |
Black King Bar | 20 | 95.24% | 78.6 | 60.00% | -40.00% | +20.00% | -20.00% | -8.11% | 20:41 | 13:29 | 17:41 | 21:07 | 22:37 | 31:17 | 04:56 | 03:39 | |
Chainmail | 13 | 61.90% | 76.2 | 61.54% | -0.96% | +5.13% | -28.21% | -12.27% | 07:29 | 05:06 | 05:56 | 06:54 | 08:39 | 12:58 | 02:43 | 02:00 | |
Phase Boots | 13 | 61.90% | 73.8 | 61.54% | -0.96% | +5.13% | -28.21% | -11.63% | 07:59 | 05:32 | 06:19 | 07:22 | 09:11 | 13:37 | 02:52 | 02:07 | |
Crystalys | 12 | 57.14% | 71.4 | 58.33% | -8.34% | +8.34% | +41.67% | 2.00% | 30:01 | 10:23 | 19:33 | 30:25 | 36:12 | 47:31 | 16:39 | 12:20 | |
Bottle | 12 | 57.14% | 69.0 | 58.33% | -8.34% | +8.34% | -25.00% | -33.34% | 01:47 | 01:08 | 01:32 | 01:37 | 01:46 | 03:21 | 00:14 | 00:10 | |
Morbid Mask | 8 | 38.10% | 66.7 | 62.50% | +0.96% | +37.50% | -12.50% | -2.67% | 30:05 | 12:09 | 21:06 | 27:08 | 39:49 | 44:07 | 18:43 | 13:51 | |
Silver Edge | 11 | 52.38% | 64.3 | 54.55% | -15.45% | +12.12% | +45.45% | 3.18% | 32:36 | 18:52 | 26:16 | 33:48 | 36:44 | 47:31 | 10:28 | 07:45 | |
Magic Wand | 9 | 42.86% | 61.9 | 55.56% | -11.11% | +44.44% | -5.56% | -18.63% | 07:06 | 04:14 | 04:31 | 06:18 | 07:12 | 16:57 | 02:41 | 01:59 | |
Magic Stick | 9 | 42.86% | 59.5 | 55.56% | -11.11% | +44.44% | -5.56% | -10.60% | 05:36 | 00:51 | 01:36 | 05:33 | 06:19 | 16:41 | 04:43 | 03:29 | |
Shadow Blade | 12 | 57.14% | 57.1 | 50.00% | -27.78% | -16.67% | -16.67% | 0.00% | 26:04 | 15:32 | 18:48 | 27:06 | 30:17 | 39:15 | 11:29 | 08:30 | |
Satanic | 5 | 23.81% | 54.8 | 60.00% | -2.50% | +40.00% | -60.00% | 0.00% | 39:13 | 26:42 | 26:42 | 40:11 | 44:07 | 50:18 | 17:25 | 12:54 | |
Urn of Shadows | 1 | 4.76% | 52.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 4.76% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 4.76% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 00:00 | 00:00 | |
Daedalus | 1 | 4.76% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 00:00 | 00:00 | |
Eye of Skadi | 1 | 4.76% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 00:00 | 00:00 | |
Sange | 5 | 23.81% | 40.5 | 40.00% | -28.75% | -40.00% | +60.00% | 0.00% | 22:12 | 10:07 | 10:07 | 16:32 | 32:53 | 35:23 | 22:46 | 16:51 | |
Ring of Health | 5 | 23.81% | 38.1 | 40.00% | -28.75% | -40.00% | -40.00% | 0.00% | 38:12 | 09:32 | 09:32 | 34:27 | 50:02 | 1:05:42 | 40:30 | 30:00 | |
Nullifier | 2 | 9.52% | 35.7 | 50.00% | -13.16% | -50.00% | 0.00% | 0.00% | 30:01 | 27:03 | 27:03 | 32:59 | 32:59 | 32:59 | 05:56 | 04:23 | |
Abyssal Blade | 2 | 9.52% | 33.3 | 50.00% | -13.16% | +50.00% | 0.00% | 0.00% | 1:02:37 | 50:02 | 50:02 | 1:15:11 | 1:15:11 | 1:15:11 | 25:09 | 18:37 | |
Yasha | 2 | 9.52% | 31.0 | 50.00% | -13.16% | -50.00% | 0.00% | 0.00% | 28:46 | 20:19 | 20:19 | 37:12 | 37:12 | 37:12 | 16:53 | 12:30 | |
Vanguard | 2 | 9.52% | 28.6 | 50.00% | -13.16% | +50.00% | 0.00% | 0.00% | 1:02:37 | 50:02 | 50:02 | 1:15:11 | 1:15:11 | 1:15:11 | 25:09 | 18:37 | |
Sange and Yasha | 2 | 9.52% | 26.2 | 50.00% | -13.16% | -50.00% | 0.00% | 0.00% | 28:50 | 20:23 | 20:23 | 37:16 | 37:16 | 37:16 | 16:53 | 12:30 | |
Skull Basher | 2 | 9.52% | 23.8 | 50.00% | -13.16% | +50.00% | 0.00% | 0.00% | 1:02:24 | 49:48 | 49:48 | 1:14:59 | 1:14:59 | 1:14:59 | 25:11 | 18:39 | |
Heaven's Halberd | 3 | 14.29% | 21.4 | 33.33% | -33.34% | -33.33% | 0.00% | 0.00% | 22:11 | 14:10 | 14:10 | 19:20 | 33:03 | 33:03 | 18:53 | 13:59 | |
Orchid Malevolence | 3 | 14.29% | 19.0 | 33.33% | -33.34% | -33.33% | 0.00% | 0.00% | 21:51 | 11:51 | 11:51 | 14:41 | 39:00 | 39:00 | 27:09 | 20:06 | |
Void Stone | 4 | 19.05% | 16.7 | 25.00% | -45.59% | -25.00% | -25.00% | 0.00% | 35:45 | 11:37 | 11:37 | 31:15 | 34:27 | 1:05:42 | 22:50 | 16:54 | |
Aghanim's Scepter | 5 | 23.81% | 14.3 | 20.00% | -55.00% | -20.00% | -20.00% | 0.00% | 40:18 | 24:48 | 24:48 | 38:06 | 54:03 | 56:45 | 29:15 | 21:40 | |
Aghanim's Shard | 5 | 23.81% | 11.9 | 20.00% | -55.00% | -20.00% | -20.00% | 0.00% | 42:32 | 24:10 | 24:10 | 45:11 | 54:38 | 55:48 | 30:28 | 22:34 | |
Refresher Orb | 3 | 14.29% | 9.5 | 0.00% | -72.22% | 0.00% | 0.00% | 0.00% | 46:53 | 34:45 | 34:45 | 40:11 | 1:05:42 | 1:05:42 | 30:57 | 22:55 | |
Meteor Hammer | 1 | 4.76% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 00:00 | 00:00 | |
Crown | 1 | 4.76% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:22 | 08:22 | 08:22 | 08:22 | 08:22 | 08:22 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 4.76% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 00:00 | 00:00 |