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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 | |
Chainmail | 12 | 57.14% | 100.0 | 58.33% | +25.00% | -25.00% | +8.34% | 11.18% | 08:49 | 03:08 | 06:46 | 08:32 | 09:45 | 14:24 | 02:59 | 02:12 | |
Phase Boots | 12 | 57.14% | 97.3 | 58.33% | +25.00% | -25.00% | +8.34% | 15.15% | 10:11 | 06:27 | 08:20 | 09:42 | 10:32 | 15:02 | 02:12 | 01:37 | |
Black King Bar | 10 | 47.62% | 94.6 | 60.00% | +23.64% | +6.67% | +40.00% | 3.58% | 27:40 | 17:26 | 23:10 | 27:56 | 32:28 | 36:47 | 09:18 | 06:53 | |
Boots of Speed | 21 | 100.00% | 91.9 | 47.62% | +47.62% | -27.62% | +12.38% | 10.91% | 04:44 | -01:29 | 03:01 | 05:14 | 06:41 | 09:43 | 03:40 | 02:42 | |
Magic Stick | 21 | 100.00% | 89.2 | 47.62% | +47.62% | -7.62% | -7.62% | 0.00% | 04:22 | -01:29 | 01:52 | 03:20 | 07:32 | 11:38 | 05:40 | 04:11 | |
Bottle | 8 | 38.10% | 86.5 | 62.50% | +24.04% | -12.50% | -12.50% | 0.00% | 01:12 | 00:25 | 00:45 | 01:19 | 01:31 | 01:34 | 00:46 | 00:34 | |
Magic Wand | 16 | 76.19% | 83.8 | 50.00% | +10.00% | -25.00% | 0.00% | 4.11% | 07:41 | 02:17 | 03:40 | 06:04 | 09:45 | 16:36 | 06:05 | 04:30 | |
Blink Dagger | 19 | 90.48% | 81.1 | 47.37% | -2.63% | -27.37% | -7.37% | 3.72% | 21:36 | 13:25 | 18:13 | 22:57 | 23:36 | 30:13 | 05:23 | 03:59 | |
Quelling Blade | 9 | 42.86% | 78.4 | 55.56% | +13.89% | -5.56% | -5.56% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Ring of Protection | 13 | 61.90% | 75.7 | 46.15% | -3.85% | +53.85% | -46.15% | -20.07% | 06:07 | -01:29 | 03:31 | 04:48 | 08:30 | 13:46 | 04:59 | 03:41 | |
Aghanim's Scepter | 8 | 38.10% | 73.0 | 50.00% | +3.85% | 0.00% | 0.00% | 0.00% | 25:40 | 17:31 | 18:17 | 19:20 | 29:37 | 47:44 | 11:20 | 08:23 | |
Soul Ring | 12 | 57.14% | 70.3 | 41.67% | -13.89% | +58.33% | -41.67% | -22.73% | 07:29 | 04:01 | 05:07 | 05:48 | 09:31 | 14:11 | 04:24 | 03:15 | |
Ghost Scepter | 3 | 14.29% | 67.6 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 29:22 | 26:40 | 26:40 | 30:26 | 30:59 | 30:59 | 04:19 | 03:11 | |
Wind Lace | 9 | 42.86% | 64.9 | 33.33% | -25.00% | -33.33% | +66.67% | 14.39% | 10:46 | 03:15 | 05:37 | 07:11 | 12:34 | 24:55 | 06:57 | 05:08 | |
Ring of Health | 1 | 4.76% | 62.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 00:00 | 00:00 | |
Desolator | 1 | 4.76% | 59.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 | |
Swift Blink | 1 | 4.76% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:44 | 1:04:44 | 1:04:44 | 1:04:44 | 1:04:44 | 1:04:44 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 4.76% | 54.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 00:00 | 00:00 | |
Moon Shard | 1 | 4.76% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 4.76% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 4.76% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:37 | 53:37 | 53:37 | 53:37 | 53:37 | 53:37 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 4.76% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 00:00 | 00:00 | |
Bracer | 5 | 23.81% | 40.5 | 40.00% | -10.00% | -40.00% | +60.00% | 16.76% | 04:22 | 01:25 | 01:25 | 02:41 | 07:23 | 08:34 | 05:58 | 04:25 | |
Tranquil Boots | 7 | 33.33% | 37.8 | 28.57% | -28.57% | -28.57% | +71.43% | 19.54% | 13:45 | 06:07 | 08:10 | 09:59 | 13:17 | 26:03 | 05:07 | 03:47 | |
Drum of Endurance | 2 | 9.52% | 35.1 | 50.00% | +2.63% | -50.00% | 0.00% | 0.00% | 25:15 | 24:47 | 24:47 | 25:42 | 25:42 | 25:42 | 00:55 | 00:40 | |
Octarine Core | 2 | 9.52% | 32.4 | 50.00% | +2.63% | -50.00% | 0.00% | 0.00% | 45:19 | 41:56 | 41:56 | 48:41 | 48:41 | 48:41 | 06:45 | 05:00 | |
Buckler | 2 | 9.52% | 29.7 | 50.00% | +2.63% | -50.00% | 0.00% | 0.00% | 45:53 | 38:47 | 38:47 | 52:59 | 52:59 | 52:59 | 14:12 | 10:31 | |
Blight Stone | 3 | 14.29% | 27.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 14:23 | 04:47 | 04:47 | 09:10 | 29:13 | 29:13 | 24:26 | 18:05 | |
Aether Lens | 3 | 14.29% | 24.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 35:50 | 33:58 | 33:58 | 35:28 | 38:04 | 38:04 | 04:06 | 03:02 | |
Void Stone | 3 | 14.29% | 21.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 34:50 | 33:42 | 33:42 | 35:16 | 35:32 | 35:32 | 01:50 | 01:21 | |
Aghanim's Shard | 4 | 19.05% | 18.9 | 25.00% | -27.94% | -25.00% | +75.00% | 13.22% | 40:55 | 29:13 | 29:13 | 29:22 | 36:47 | 1:08:19 | 07:34 | 05:36 | |
Orb of Venom | 5 | 23.81% | 16.2 | 20.00% | -36.25% | -20.00% | -20.00% | 0.00% | 01:53 | -01:29 | -01:29 | -01:29 | 02:31 | 11:21 | 04:00 | 02:57 | |
Ring of Basilius | 1 | 4.76% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 4.76% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 00:00 | 00:00 | |
Orb of Corrosion | 2 | 9.52% | 8.1 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 08:56 | 05:48 | 05:48 | 12:03 | 12:03 | 12:03 | 06:15 | 04:37 | |
Fluffy Hat | 2 | 9.52% | 5.4 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 08:04 | 04:47 | 04:47 | 11:21 | 11:21 | 11:21 | 06:34 | 04:51 | |
Morbid Mask | 1 | 4.76% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 00:00 | 00:00 |