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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 | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Blight Stone | 36 | 37.89% | 100.0 | 66.67% | +22.60% | 0.00% | +11.11% | 0.86% | 23:08 | 12:35 | 15:23 | 22:48 | 28:19 | 44:08 | 12:56 | 09:34 | |
Chainmail | 40 | 42.11% | 97.4 | 65.00% | +21.36% | -5.00% | +15.00% | 1.49% | 22:50 | 11:57 | 14:55 | 21:49 | 28:19 | 44:08 | 13:24 | 09:55 | |
Medallion of Courage | 35 | 36.84% | 94.9 | 65.71% | +20.71% | +0.96% | +12.07% | 0.86% | 23:24 | 12:41 | 15:23 | 23:12 | 28:19 | 44:08 | 12:56 | 09:34 | |
Blink Dagger | 48 | 50.53% | 92.3 | 58.33% | +11.52% | +8.34% | -8.33% | -1.54% | 26:44 | 15:11 | 19:49 | 25:56 | 30:37 | 46:12 | 10:48 | 08:00 | |
Aghanim's Shard | 21 | 22.11% | 89.7 | 66.67% | +18.02% | +13.33% | +13.33% | 0.00% | 28:07 | 20:03 | 22:02 | 24:53 | 31:37 | 45:26 | 09:35 | 07:05 | |
Boots of Speed | 95 | 100.00% | 87.2 | 52.63% | +52.63% | +5.70% | +5.70% | 0.00% | 03:46 | -01:29 | -01:29 | 05:01 | 07:11 | 11:33 | 08:40 | 06:25 | |
Magic Stick | 93 | 97.89% | 84.6 | 52.69% | +2.69% | +8.18% | -13.56% | -3.43% | 04:59 | -01:29 | 01:34 | 03:34 | 07:54 | 24:59 | 06:20 | 04:41 | |
Crown | 31 | 32.63% | 82.1 | 61.29% | +12.85% | +13.71% | -11.29% | -2.30% | 23:12 | 10:58 | 16:37 | 20:28 | 27:29 | 44:09 | 10:52 | 08:02 | |
Ring of Health | 7 | 7.37% | 79.5 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 27:23 | 17:15 | 21:20 | 24:17 | 30:09 | 38:19 | 08:49 | 06:31 | |
Magic Wand | 70 | 73.68% | 76.9 | 52.86% | +0.86% | +8.25% | -11.68% | -4.88% | 12:15 | 03:35 | 09:32 | 11:44 | 13:37 | 32:15 | 04:05 | 03:01 | |
Solar Crest | 23 | 24.21% | 74.4 | 60.87% | +10.87% | +5.80% | -10.87% | -1.44% | 29:09 | 18:39 | 21:04 | 27:46 | 32:41 | 44:31 | 11:37 | 08:36 | |
Fluffy Hat | 61 | 64.21% | 71.8 | 50.82% | -5.06% | +2.51% | +15.85% | 1.54% | 17:09 | 09:10 | 11:35 | 14:19 | 20:16 | 36:56 | 08:41 | 06:25 | |
Wind Lace | 69 | 72.63% | 69.2 | 47.83% | -17.55% | +5.11% | -6.65% | -0.94% | 11:51 | -01:29 | 04:59 | 09:18 | 17:33 | 42:55 | 12:34 | 09:18 | |
Void Stone | 6 | 6.32% | 66.7 | 83.33% | +32.77% | -33.33% | +16.67% | 0.00% | 23:29 | 13:40 | 15:57 | 17:15 | 37:45 | 38:19 | 21:48 | 16:08 | |
Force Staff | 25 | 26.32% | 64.1 | 56.00% | +4.57% | -22.67% | +10.67% | 3.46% | 28:16 | 21:24 | 22:34 | 27:51 | 32:12 | 38:26 | 09:38 | 07:08 | |
Headdress | 39 | 41.05% | 61.5 | 51.28% | -2.29% | -11.28% | -11.28% | 0.00% | 15:06 | -01:29 | 11:51 | 14:25 | 17:24 | 32:39 | 05:33 | 04:06 | |
Holy Locket | 35 | 36.84% | 59.0 | 48.57% | -6.43% | -4.13% | -4.13% | 0.00% | 19:29 | 14:06 | 16:02 | 19:09 | 21:04 | 30:00 | 05:02 | 03:43 | |
Arcane Boots | 33 | 34.74% | 56.4 | 48.48% | -6.36% | +1.52% | -10.98% | -1.90% | 16:23 | 07:02 | 11:14 | 14:23 | 17:49 | 41:33 | 06:35 | 04:52 | |
Ring of Protection | 14 | 14.74% | 53.8 | 57.14% | +5.29% | +17.86% | -23.81% | 0.00% | 10:35 | -01:29 | -01:29 | -01:23 | 21:37 | 32:40 | 23:06 | 17:06 | |
Tranquil Boots | 50 | 52.63% | 51.3 | 42.00% | -22.44% | -3.54% | -17.00% | -1.54% | 14:30 | 07:15 | 09:53 | 11:27 | 18:38 | 33:13 | 08:45 | 06:28 | |
Ring of Basilius | 23 | 24.21% | 48.7 | 47.83% | -6.34% | +18.84% | +2.17% | -2.34% | 08:33 | -01:29 | 04:25 | 07:20 | 11:33 | 24:59 | 07:08 | 05:17 | |
Meteor Hammer | 4 | 4.21% | 46.2 | 75.00% | +23.35% | +25.00% | +25.00% | 0.00% | 21:55 | 18:30 | 18:30 | 21:57 | 22:40 | 24:34 | 04:10 | 03:05 | |
Mekansm | 4 | 4.21% | 43.6 | 75.00% | +23.35% | +25.00% | +25.00% | 0.00% | 24:09 | 18:36 | 18:36 | 19:02 | 26:06 | 32:51 | 07:30 | 05:33 | |
Lotus Orb | 2 | 2.11% | 41.0 | 100.00% | +48.39% | 0.00% | 0.00% | 0.00% | 38:10 | 38:00 | 38:00 | 38:19 | 38:19 | 38:19 | 00:19 | 00:14 | |
Orb of Venom | 21 | 22.11% | 38.5 | 38.10% | -18.66% | +1.90% | -18.10% | 0.00% | -01:16 | -01:29 | -01:29 | -01:29 | -01:29 | 03:02 | 00:00 | 00:00 | |
Veil of Discord | 3 | 3.16% | 35.9 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 14:56 | 11:39 | 11:39 | 16:03 | 17:06 | 17:06 | 05:27 | 04:02 | |
Buckler | 3 | 3.16% | 33.3 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 27:56 | 21:37 | 21:37 | 29:31 | 32:40 | 32:40 | 11:03 | 08:11 | |
Glimmer Cape | 7 | 7.37% | 30.8 | 42.86% | -10.55% | +7.14% | +7.14% | 0.00% | 28:06 | 21:12 | 21:52 | 28:04 | 28:57 | 37:24 | 07:05 | 05:14 | |
Morbid Mask | 1 | 1.05% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 1.05% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 1.05% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 1.05% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 00:00 | 00:00 | |
Hand of Midas | 1 | 1.05% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 1.05% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 1.05% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 | |
Urn of Shadows | 5 | 5.26% | 10.3 | 20.00% | -34.44% | +80.00% | -20.00% | 0.00% | 21:20 | 15:36 | 15:36 | 16:39 | 29:11 | 29:23 | 13:35 | 10:03 | |
Drum of Endurance | 1 | 1.05% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 00:00 | 00:00 | |
Quelling Blade | 1 | 1.05% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 00:00 | 00:00 | |
Spirit Vessel | 2 | 2.11% | 2.6 | 0.00% | -53.76% | 0.00% | 0.00% | 0.00% | 28:36 | 22:50 | 22:50 | 34:21 | 34:21 | 34:21 | 11:31 | 08:31 |