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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 | |
Power Treads | 6 | 66.67% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 10:42 | 06:17 | 06:19 | 08:57 | 14:35 | 16:45 | 08:16 | 06:07 | |
Black King Bar | 8 | 88.89% | 97.1 | 87.50% | +87.50% | +12.50% | +12.50% | 0.00% | 21:38 | 18:05 | 18:42 | 21:08 | 22:10 | 28:46 | 03:28 | 02:34 | |
Quelling Blade | 9 | 100.00% | 94.1 | 77.78% | +77.78% | -27.78% | +22.22% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Ring of Protection | 9 | 100.00% | 91.2 | 77.78% | +77.78% | -27.78% | +22.22% | 17.75% | 01:56 | -01:29 | -01:29 | 01:19 | 04:18 | 07:22 | 05:47 | 04:17 | |
Boots of Speed | 9 | 100.00% | 88.2 | 77.78% | +77.78% | -27.78% | +22.22% | 14.22% | 04:54 | 01:40 | 01:54 | 03:58 | 05:25 | 13:39 | 03:31 | 02:36 | |
Soul Ring | 9 | 100.00% | 85.3 | 77.78% | +77.78% | -27.78% | +22.22% | 20.41% | 06:06 | 04:19 | 04:24 | 06:35 | 06:51 | 09:09 | 02:27 | 01:48 | |
Blink Dagger | 3 | 33.33% | 82.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 32:20 | 21:22 | 21:22 | 29:19 | 46:20 | 46:20 | 24:58 | 18:29 | |
Assault Cuirass | 3 | 33.33% | 79.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 28:46 | 26:05 | 26:05 | 28:40 | 31:34 | 31:34 | 05:29 | 04:03 | |
Buckler | 3 | 33.33% | 76.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 27:25 | 24:00 | 24:00 | 28:18 | 29:58 | 29:58 | 05:58 | 04:25 | |
Magic Wand | 6 | 66.67% | 73.5 | 83.33% | +16.66% | +16.67% | +16.67% | 0.00% | 06:23 | 01:08 | 02:09 | 04:17 | 07:35 | 16:39 | 05:26 | 04:01 | |
Orchid Malevolence | 6 | 66.67% | 70.6 | 83.33% | +16.66% | -33.33% | +16.67% | 49.18% | 12:42 | 11:15 | 11:56 | 12:54 | 12:57 | 14:16 | 01:01 | 00:45 | |
Magic Stick | 8 | 88.89% | 67.6 | 75.00% | -25.00% | -25.00% | -25.00% | 0.00% | 02:05 | -01:29 | -01:29 | -01:29 | 02:17 | 16:39 | 03:46 | 02:47 | |
Ring of Health | 2 | 22.22% | 64.7 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 37:01 | 36:23 | 36:23 | 37:38 | 37:38 | 37:38 | 01:15 | 00:55 | |
Diffusal Blade | 2 | 22.22% | 61.8 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 15:38 | 14:49 | 14:49 | 16:26 | 16:26 | 16:26 | 01:37 | 01:11 | |
Skull Basher | 4 | 44.44% | 58.8 | 75.00% | -5.00% | +25.00% | +25.00% | 0.00% | 27:28 | 25:40 | 25:40 | 26:14 | 26:52 | 31:04 | 01:12 | 00:53 | |
Aghanim's Shard | 4 | 44.44% | 55.9 | 75.00% | -5.00% | +25.00% | +25.00% | 0.00% | 31:39 | 20:51 | 20:51 | 22:45 | 37:15 | 45:43 | 16:24 | 12:08 | |
Linken's Sphere | 1 | 11.11% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 00:00 | 00:00 | |
Blight Stone | 1 | 11.11% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:56 | 03:56 | 03:56 | 03:56 | 03:56 | 03:56 | 00:00 | 00:00 | |
Vanguard | 1 | 11.11% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 | |
Wraith Band | 1 | 11.11% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 00:00 | 00:00 | |
Eye of Skadi | 1 | 11.11% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 00:00 | 00:00 | |
Sange | 1 | 11.11% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 11.11% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:56 | 03:56 | 03:56 | 03:56 | 03:56 | 03:56 | 00:00 | 00:00 | |
Orb of Corrosion | 1 | 11.11% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:31 | 04:31 | 04:31 | 04:31 | 04:31 | 04:31 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 11.11% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:38 | 32:38 | 32:38 | 32:38 | 32:38 | 32:38 | 00:00 | 00:00 | |
Orb of Venom | 1 | 11.11% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 11.11% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 00:00 | 00:00 | |
Nullifier | 1 | 11.11% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:15 | 36:15 | 36:15 | 36:15 | 36:15 | 36:15 | 00:00 | 00:00 | |
Void Stone | 2 | 22.22% | 17.6 | 50.00% | -35.71% | -50.00% | 0.00% | 3.29% | 30:04 | 22:28 | 22:28 | 37:39 | 37:39 | 37:39 | 15:11 | 11:14 | |
Aghanim's Scepter | 1 | 11.11% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 | |
Aether Lens | 1 | 11.11% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 11.11% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:12 | 27:12 | 27:12 | 27:12 | 27:12 | 27:12 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 11.11% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 00:00 | 00:00 | |
Arcane Boots | 1 | 11.11% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 00:00 | 00:00 |