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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 | |
Boots of Bearing | 4 | 7.02% | 100.0 | 100.00% | +56.60% | 0.00% | 0.00% | 0.00% | 40:16 | 33:05 | 33:05 | 37:46 | 40:02 | 50:09 | 06:57 | 05:08 | |
Glimmer Cape | 15 | 26.32% | 97.3 | 66.67% | +26.19% | +33.33% | -16.67% | -8.02% | 22:31 | 17:33 | 18:24 | 21:38 | 24:38 | 33:44 | 06:14 | 04:37 | |
Drum of Endurance | 18 | 31.58% | 94.6 | 61.11% | +20.08% | -21.11% | -11.11% | 1.07% | 23:03 | 13:20 | 16:09 | 21:48 | 25:30 | 47:01 | 09:21 | 06:55 | |
Magic Stick | 56 | 98.25% | 91.9 | 48.21% | +48.21% | -19.64% | +1.79% | 2.86% | 04:56 | -01:29 | -01:29 | 02:50 | 08:58 | 31:38 | 10:27 | 07:44 | |
Boots of Speed | 57 | 100.00% | 89.2 | 47.37% | +47.37% | +24.06% | -25.94% | -18.75% | 06:12 | -01:29 | 04:38 | 05:55 | 07:18 | 13:20 | 02:40 | 01:58 | |
Magic Wand | 52 | 91.23% | 86.5 | 46.15% | -13.85% | -15.38% | +7.70% | 3.79% | 11:01 | 01:14 | 07:23 | 09:48 | 13:28 | 31:43 | 06:05 | 04:30 | |
Tranquil Boots | 33 | 57.89% | 83.8 | 48.48% | +2.65% | +1.52% | +14.02% | 1.78% | 15:39 | 08:10 | 10:15 | 12:52 | 17:17 | 44:40 | 07:02 | 05:12 | |
Wind Lace | 42 | 73.68% | 81.1 | 45.24% | -8.09% | -17.97% | +4.76% | 4.10% | 09:10 | 03:09 | 04:53 | 08:50 | 10:26 | 22:58 | 05:33 | 04:06 | |
Fluffy Hat | 27 | 47.37% | 78.4 | 48.15% | +1.48% | +23.28% | -19.58% | -7.24% | 14:38 | 01:12 | 10:01 | 12:42 | 15:56 | 36:37 | 05:55 | 04:22 | |
Arcane Boots | 17 | 29.82% | 75.7 | 52.94% | +7.94% | +22.06% | -27.94% | -8.96% | 12:32 | 07:21 | 08:06 | 10:51 | 13:41 | 34:49 | 05:35 | 04:08 | |
Void Stone | 15 | 26.32% | 73.0 | 53.33% | +8.09% | +21.67% | -3.33% | -2.21% | 17:49 | 09:46 | 11:19 | 14:50 | 22:38 | 37:23 | 11:19 | 08:22 | |
Force Staff | 13 | 22.81% | 70.3 | 53.85% | +8.40% | +12.82% | +46.15% | 6.33% | 28:44 | 22:08 | 24:47 | 28:36 | 30:03 | 38:42 | 05:16 | 03:54 | |
Aghanim's Scepter | 16 | 28.07% | 67.6 | 50.00% | +3.66% | 0.00% | +50.00% | 5.22% | 36:52 | 23:51 | 32:22 | 36:51 | 41:57 | 45:21 | 09:35 | 07:05 | |
Pavise | 12 | 21.05% | 64.9 | 50.00% | +3.33% | +50.00% | -50.00% | -24.29% | 16:23 | 10:59 | 12:43 | 14:54 | 16:50 | 24:31 | 04:07 | 03:02 | |
Ring of Protection | 12 | 21.05% | 62.2 | 50.00% | +3.33% | +50.00% | -50.00% | -23.17% | 12:43 | 01:12 | 10:01 | 12:14 | 14:20 | 21:59 | 04:19 | 03:11 | |
Ring of Health | 4 | 7.02% | 59.5 | 75.00% | +29.72% | +25.00% | +25.00% | 0.00% | 28:01 | 25:03 | 25:03 | 25:20 | 27:59 | 33:42 | 02:56 | 02:10 | |
Lotus Orb | 2 | 3.51% | 56.8 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 33:57 | 28:31 | 28:31 | 39:23 | 39:23 | 39:23 | 10:52 | 08:02 | |
Crown | 6 | 10.53% | 54.1 | 50.00% | +2.94% | 0.00% | +50.00% | 0.00% | 24:17 | 17:16 | 21:16 | 21:36 | 29:45 | 31:03 | 08:29 | 06:17 | |
Blink Dagger | 10 | 17.54% | 51.4 | 40.00% | -8.94% | -6.67% | +10.00% | 0.72% | 40:24 | 15:41 | 28:13 | 41:04 | 51:27 | 57:52 | 23:14 | 17:12 | |
Aeon Disk | 3 | 5.26% | 48.6 | 66.67% | +20.37% | -66.67% | 0.00% | 0.00% | 58:28 | 35:26 | 35:26 | 1:09:08 | 1:10:51 | 1:10:51 | 35:25 | 26:14 | |
Headdress | 3 | 5.26% | 45.9 | 66.67% | +20.37% | +33.33% | 0.00% | 0.00% | 21:42 | 13:27 | 13:27 | 25:14 | 26:26 | 26:26 | 12:59 | 09:37 | |
Pipe of Insight | 3 | 5.26% | 43.2 | 66.67% | +20.37% | +33.33% | 0.00% | 0.00% | 31:51 | 27:05 | 27:05 | 33:46 | 34:43 | 34:43 | 07:38 | 05:39 | |
Veil of Discord | 1 | 1.75% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 00:00 | 00:00 | |
Boots of Travel 2 | 1 | 1.75% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 | |
Octarine Core | 1 | 1.75% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 | |
Boots of Travel | 1 | 1.75% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:02 | 1:11:02 | 1:11:02 | 1:11:02 | 1:11:02 | 1:11:02 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 1.75% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 00:00 | 00:00 | |
Quelling Blade | 1 | 1.75% | 27.0 | 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 | |
Solar Crest | 5 | 8.77% | 24.3 | 40.00% | -8.08% | -40.00% | +60.00% | 0.00% | 26:30 | 21:57 | 21:57 | 25:18 | 29:45 | 32:47 | 07:48 | 05:46 | |
Blight Stone | 7 | 12.28% | 21.6 | 28.57% | -21.43% | +21.43% | +21.43% | 0.00% | 25:47 | 18:43 | 21:16 | 27:26 | 29:45 | 31:03 | 08:29 | 06:17 | |
Medallion of Courage | 8 | 14.04% | 18.9 | 25.00% | -26.02% | +25.00% | +25.00% | 0.00% | 25:48 | 18:43 | 21:16 | 25:50 | 29:45 | 31:03 | 08:29 | 06:17 | |
Chainmail | 8 | 14.04% | 16.2 | 25.00% | -26.02% | +25.00% | +25.00% | 0.00% | 25:37 | 18:43 | 21:16 | 24:27 | 29:44 | 31:02 | 08:28 | 06:16 | |
Ghost Scepter | 2 | 3.51% | 13.5 | 50.00% | +2.73% | +50.00% | 0.00% | 0.00% | 30:53 | 20:16 | 20:16 | 41:30 | 41:30 | 41:30 | 21:14 | 15:43 | |
Urn of Shadows | 1 | 1.75% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:04 | 30:04 | 30:04 | 30:04 | 30:04 | 30:04 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 1.75% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 1.75% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 00:00 | 00:00 | |
Aether Lens | 1 | 1.75% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |