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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 | |
Aghanim's Scepter | 5 | 29.41% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:32 | 17:16 | 17:16 | 22:29 | 26:04 | 43:13 | 08:48 | 06:31 | |
Ring of Health | 4 | 23.53% | 97.2 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 21:46 | 16:55 | 16:55 | 17:29 | 24:17 | 28:23 | 07:22 | 05:27 | |
Void Stone | 4 | 23.53% | 94.4 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 33:07 | 24:17 | 24:17 | 27:02 | 29:56 | 51:13 | 05:39 | 04:11 | |
Magic Stick | 12 | 70.59% | 91.7 | 75.00% | +35.00% | +25.00% | -8.33% | -19.80% | 03:11 | -01:29 | -01:29 | -01:28 | 03:10 | 28:13 | 04:39 | 03:26 | |
Blight Stone | 6 | 35.29% | 88.9 | 83.33% | +28.78% | +16.67% | -83.33% | -13.51% | 09:58 | -01:23 | 01:07 | 01:43 | 08:31 | 42:49 | 07:24 | 05:28 | |
Boots of Speed | 17 | 100.00% | 86.1 | 64.71% | +64.71% | +10.29% | +35.29% | 15.46% | 04:21 | -01:29 | 03:24 | 04:18 | 05:01 | 11:09 | 01:37 | 01:11 | |
Assault Cuirass | 8 | 47.06% | 83.3 | 75.00% | +19.44% | +25.00% | -25.00% | -5.80% | 34:09 | 26:16 | 29:26 | 32:31 | 38:03 | 41:46 | 08:37 | 06:22 | |
Aghanim's Shard | 16 | 94.12% | 80.6 | 62.50% | -37.50% | +12.50% | -12.50% | -7.25% | 20:56 | 15:02 | 18:05 | 20:13 | 21:32 | 28:56 | 03:27 | 02:33 | |
Magic Wand | 14 | 82.35% | 77.8 | 64.29% | -2.38% | -14.29% | +2.38% | 2.45% | 06:36 | -01:29 | 00:54 | 02:56 | 07:43 | 28:13 | 06:49 | 05:02 | |
Buckler | 15 | 88.24% | 75.0 | 60.00% | -40.00% | +15.00% | +15.00% | 0.00% | 10:14 | 04:11 | 06:48 | 08:55 | 10:18 | 32:16 | 03:30 | 02:35 | |
Ring of Protection | 15 | 88.24% | 72.2 | 60.00% | -40.00% | +15.00% | +15.00% | 0.00% | 08:51 | 02:15 | 05:20 | 07:30 | 08:27 | 32:15 | 03:07 | 02:18 | |
Wind Lace | 15 | 88.24% | 69.4 | 60.00% | -40.00% | -35.00% | +40.00% | 26.01% | 07:47 | 02:03 | 04:25 | 06:18 | 07:18 | 25:58 | 02:53 | 02:08 | |
Drum of Endurance | 9 | 52.94% | 66.7 | 66.67% | +4.17% | +33.33% | -16.67% | -4.80% | 20:14 | 09:28 | 12:12 | 22:16 | 22:37 | 27:51 | 10:25 | 07:42 | |
Null Talisman | 7 | 41.18% | 63.9 | 71.43% | +11.43% | +28.57% | -21.43% | -50.00% | 03:14 | 02:07 | 02:13 | 02:31 | 02:49 | 07:18 | 00:36 | 00:26 | |
Vladmir's Offering | 14 | 82.35% | 61.1 | 57.14% | -42.86% | +42.86% | -23.81% | -37.04% | 12:09 | 09:48 | 11:09 | 11:30 | 12:57 | 15:39 | 01:48 | 01:20 | |
Ring of Basilius | 14 | 82.35% | 58.3 | 57.14% | -42.86% | +17.86% | -23.81% | -9.47% | 05:30 | 01:53 | 03:06 | 05:10 | 07:30 | 11:13 | 04:24 | 03:15 | |
Morbid Mask | 14 | 82.35% | 55.6 | 57.14% | -42.86% | +17.86% | -23.81% | -19.38% | 11:13 | 09:13 | 10:03 | 10:25 | 12:12 | 13:34 | 02:09 | 01:35 | |
Tranquil Boots | 14 | 82.35% | 52.8 | 57.14% | -42.86% | -32.14% | +42.86% | 38.14% | 09:14 | 05:30 | 06:23 | 06:51 | 08:21 | 22:29 | 01:58 | 01:27 | |
Wraith Pact | 13 | 76.47% | 50.0 | 53.85% | -46.15% | +12.82% | -20.52% | -10.05% | 15:54 | 13:35 | 13:50 | 16:02 | 17:09 | 20:12 | 03:19 | 02:27 | |
Boots of Bearing | 6 | 35.29% | 47.2 | 66.67% | +3.03% | +33.33% | +33.33% | 0.00% | 29:41 | 22:51 | 24:37 | 27:34 | 33:59 | 36:07 | 09:22 | 06:56 | |
Hood of Defiance | 2 | 11.76% | 44.4 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:06 | 17:06 | 17:29 | 17:29 | 17:29 | 00:23 | 00:17 | |
Arcane Boots | 2 | 11.76% | 41.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 25:35 | 23:08 | 23:08 | 28:01 | 28:01 | 28:01 | 04:53 | 03:37 | |
Chainmail | 2 | 11.76% | 38.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 09:53 | 09:18 | 09:18 | 10:28 | 10:28 | 10:28 | 01:10 | 00:51 | |
Headdress | 2 | 11.76% | 36.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 22:11 | 19:40 | 19:40 | 24:42 | 24:42 | 24:42 | 05:02 | 03:43 | |
Pipe of Insight | 2 | 11.76% | 33.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 24:24 | 23:43 | 23:43 | 25:05 | 25:05 | 25:05 | 01:22 | 01:00 | |
Scythe of Vyse | 2 | 11.76% | 30.6 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 40:50 | 30:26 | 30:26 | 51:13 | 51:13 | 51:13 | 20:47 | 15:23 | |
Vanguard | 1 | 5.88% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 | |
Black King Bar | 1 | 5.88% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 5.88% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 | |
Lotus Orb | 1 | 5.88% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 5.88% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 00:00 | 00:00 | |
Crimson Guard | 1 | 5.88% | 13.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 00:00 | 00:00 | |
Aeon Disk | 1 | 5.88% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 00:00 | 00:00 | |
Witch Blade | 1 | 5.88% | 8.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 00:00 | 00:00 | |
Phase Boots | 1 | 5.88% | 5.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 | |
Quelling Blade | 1 | 5.88% | 2.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 00:00 | 00:00 |