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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 | |
 | Heaven's Halberd | 3 | 25.00% | 100.0 | 100.00% | +88.89% | 0.00% | 0.00% | 0.00% | 31:37 | 22:18 | 22:18 | 33:08 | 39:24 | 39:24 | 17:06 | 12:40 |
 | Sange | 3 | 25.00% | 97.1 | 100.00% | +88.89% | 0.00% | 0.00% | 0.00% | 29:22 | 20:49 | 20:49 | 32:33 | 34:45 | 34:45 | 13:56 | 10:19 |
 | Wraith Pact | 8 | 66.67% | 94.3 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 17:38 | 14:36 | 15:02 | 16:16 | 20:21 | 21:41 | 05:19 | 03:56 |
 | Morbid Mask | 8 | 66.67% | 91.4 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 12:58 | 10:39 | 11:00 | 13:11 | 13:46 | 16:05 | 02:46 | 02:02 |
 | Vladmir's Offering | 8 | 66.67% | 88.6 | 50.00% | +50.00% | 0.00% | -50.00% | -29.13% | 14:05 | 12:34 | 12:42 | 13:44 | 14:25 | 16:31 | 01:43 | 01:16 |
 | Headdress | 5 | 41.67% | 85.7 | 60.00% | +45.71% | -60.00% | -60.00% | 0.00% | 21:12 | 18:25 | 18:25 | 20:22 | 23:33 | 25:07 | 05:08 | 03:48 |
 | Ring of Health | 5 | 41.67% | 82.9 | 60.00% | +45.71% | +40.00% | -60.00% | 0.00% | 20:25 | 16:17 | 16:17 | 19:43 | 22:37 | 25:46 | 06:20 | 04:41 |
 | Hood of Defiance | 5 | 41.67% | 80.0 | 60.00% | +45.71% | +40.00% | -60.00% | 0.00% | 20:38 | 16:59 | 16:59 | 19:45 | 22:50 | 25:56 | 05:51 | 04:20 |
 | Pipe of Insight | 5 | 41.67% | 77.1 | 60.00% | +45.71% | +40.00% | +40.00% | 0.00% | 24:11 | 20:26 | 20:26 | 23:34 | 25:56 | 28:44 | 05:30 | 04:04 |
 | Buckler | 9 | 75.00% | 74.3 | 44.44% | +44.44% | +5.56% | -44.44% | -15.38% | 14:20 | 08:26 | 09:32 | 11:50 | 12:47 | 40:03 | 03:15 | 02:24 |
 | Ring of Basilius | 9 | 75.00% | 71.4 | 44.44% | +44.44% | +5.56% | -44.44% | -16.67% | 09:48 | 03:06 | 08:50 | 10:04 | 11:50 | 12:47 | 03:00 | 02:13 |
 | Falcon Blade | 6 | 50.00% | 68.6 | 50.00% | +33.33% | 0.00% | +50.00% | 17.24% | 04:57 | 03:29 | 03:46 | 03:47 | 06:40 | 07:36 | 02:54 | 02:08 |
 | Wraith Band | 3 | 25.00% | 65.7 | 66.67% | +44.45% | +33.33% | 0.00% | 0.00% | 00:35 | -01:29 | -01:29 | 01:32 | 01:41 | 01:41 | 03:10 | 02:20 |
 | Arcane Boots | 11 | 91.67% | 62.9 | 36.36% | +36.36% | -36.36% | -36.36% | 0.00% | 08:29 | 06:06 | 07:12 | 08:25 | 09:26 | 10:54 | 02:14 | 01:39 |
 | Ring of Protection | 12 | 100.00% | 60.0 | 33.33% | +33.33% | 0.00% | +33.34% | 5.47% | 08:31 | 02:19 | 04:45 | 08:52 | 10:51 | 12:47 | 06:06 | 04:31 |
 | Quelling Blade | 12 | 100.00% | 57.1 | 33.33% | +33.33% | 0.00% | +33.34% | 0.00% | -01:15 | -01:30 | -01:29 | -01:29 | -01:29 | 01:22 | 00:00 | 00:00 |
 | Boots of Speed | 12 | 100.00% | 54.3 | 33.33% | +33.33% | 0.00% | 0.00% | 0.00% | 04:35 | 01:53 | 03:20 | 04:33 | 05:56 | 06:25 | 02:36 | 01:55 |
 | Fluffy Hat | 7 | 58.33% | 51.4 | 42.86% | +22.86% | +7.14% | +7.14% | 0.00% | -00:06 | -01:29 | -01:29 | -01:29 | -01:29 | 03:24 | 00:00 | 00:00 |
 | Assault Cuirass | 5 | 41.67% | 48.6 | 40.00% | +11.43% | -40.00% | -40.00% | 0.00% | 32:45 | 23:12 | 23:12 | 30:24 | 39:33 | 41:26 | 16:21 | 12:06 |
 | Blight Stone | 5 | 41.67% | 45.7 | 40.00% | +11.43% | -40.00% | -40.00% | 0.00% | 01:57 | 01:31 | 01:31 | 01:57 | 02:06 | 02:32 | 00:35 | 00:25 |
 | Magic Wand | 10 | 83.33% | 42.9 | 20.00% | -80.00% | -20.00% | -20.00% | 0.00% | 07:51 | 00:49 | 05:23 | 08:16 | 10:30 | 16:34 | 05:07 | 03:47 |
 | Magic Stick | 10 | 83.33% | 40.0 | 20.00% | -80.00% | -20.00% | -20.00% | 0.00% | 05:42 | -01:29 | -01:29 | 04:42 | 09:07 | 15:38 | 10:36 | 07:51 |
 | Orb of Venom | 2 | 16.67% | 37.1 | 50.00% | +20.00% | -50.00% | 0.00% | 0.00% | 02:13 | 01:20 | 01:20 | 03:05 | 03:05 | 03:05 | 01:45 | 01:17 |
 | Orb of Corrosion | 2 | 16.67% | 34.3 | 50.00% | +20.00% | +50.00% | 0.00% | 0.00% | 04:09 | 04:07 | 04:07 | 04:10 | 04:10 | 04:10 | 00:03 | 00:02 |
 | Aghanim's Scepter | 4 | 33.33% | 31.4 | 25.00% | -12.50% | -25.00% | -25.00% | 0.00% | 23:17 | 18:57 | 18:57 | 23:54 | 25:05 | 25:11 | 06:08 | 04:32 |
 | Soul Ring | 4 | 33.33% | 28.6 | 25.00% | -12.50% | -25.00% | -25.00% | 0.00% | 05:57 | 05:01 | 05:01 | 05:01 | 05:09 | 08:37 | 00:08 | 00:05 |
 | Urn of Shadows | 1 | 8.33% | 25.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:34 | 09:34 | 09:34 | 09:34 | 09:34 | 09:34 | 00:00 | 00:00 |
 | Wind Lace | 1 | 8.33% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 8.33% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 8.33% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 00:00 |
 | Power Treads | 1 | 8.33% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 8.33% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 39:01 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 16.67% | 8.6 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 15:48 | 14:45 | 14:45 | 16:50 | 16:50 | 16:50 | 02:05 | 01:32 |
 | Void Stone | 3 | 25.00% | 5.7 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 15:42 | 09:02 | 09:02 | 16:44 | 21:20 | 21:20 | 12:18 | 09:06 |
 | Black King Bar | 3 | 25.00% | 2.9 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 37:42 | 23:31 | 23:31 | 35:46 | 53:48 | 53:48 | 30:17 | 22:25 |