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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 | |
 | Arcane Boots | 12 | 92.31% | 100.0 | 33.33% | +33.33% | +33.34% | 0.00% | -9.09% | 08:29 | 04:36 | 06:18 | 08:16 | 09:58 | 11:34 | 03:40 | 02:42 |
 | Boots of Speed | 13 | 100.00% | 97.4 | 30.77% | +30.77% | +35.90% | +35.90% | 0.00% | 05:39 | 02:13 | 03:44 | 05:46 | 06:45 | 09:38 | 03:01 | 02:14 |
 | Aghanim's Shard | 13 | 100.00% | 94.9 | 30.77% | +30.77% | -30.77% | -30.77% | 0.00% | 24:07 | 17:01 | 18:32 | 22:21 | 27:36 | 33:39 | 09:04 | 06:42 |
 | Quelling Blade | 8 | 61.54% | 92.3 | 37.50% | +17.50% | +12.50% | +62.50% | 50.00% | -01:15 | -01:29 | -01:29 | -01:29 | -01:28 | 00:25 | 00:01 | 00:00 |
 | Ring of Health | 8 | 61.54% | 89.7 | 37.50% | +17.50% | +12.50% | -37.50% | -12.30% | 14:20 | 03:21 | 04:21 | 08:04 | 08:25 | 45:14 | 04:04 | 03:00 |
 | Magic Wand | 10 | 76.92% | 87.2 | 30.00% | -3.33% | +3.33% | -30.00% | -3.20% | 06:34 | -01:29 | -01:26 | 03:29 | 11:51 | 20:14 | 13:17 | 09:50 |
 | Urn of Shadows | 1 | 7.69% | 84.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 7.69% | 82.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 7.69% | 79.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:24 | 17:24 | 17:24 | 17:24 | 17:24 | 17:24 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 7.69% | 76.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:41 | 16:41 | 16:41 | 16:41 | 16:41 | 16:41 | 00:00 | 00:00 |
 | Force Staff | 1 | 7.69% | 74.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 |
 | Blink Dagger | 12 | 92.31% | 71.8 | 25.00% | -75.00% | -25.00% | +8.33% | 3.94% | 21:52 | 14:49 | 15:30 | 22:27 | 23:58 | 30:11 | 08:28 | 06:16 |
 | Aghanim's Scepter | 5 | 38.46% | 69.2 | 40.00% | +15.00% | +60.00% | -40.00% | -20.27% | 16:17 | 12:35 | 12:35 | 17:05 | 17:31 | 20:15 | 04:56 | 03:39 |
 | Magic Stick | 8 | 61.54% | 66.7 | 25.00% | -15.00% | +25.00% | +25.00% | 0.00% | 04:52 | -01:29 | -01:28 | 03:47 | 07:20 | 17:00 | 08:48 | 06:31 |
 | Lotus Orb | 2 | 15.38% | 64.1 | 50.00% | +22.73% | +50.00% | 0.00% | 0.00% | 23:08 | 14:45 | 14:45 | 31:31 | 31:31 | 31:31 | 16:46 | 12:25 |
 | Hood of Defiance | 2 | 15.38% | 61.5 | 50.00% | +22.73% | -50.00% | 0.00% | 0.00% | 11:14 | 09:53 | 09:53 | 12:34 | 12:34 | 12:34 | 02:41 | 01:59 |
 | Vanguard | 2 | 15.38% | 59.0 | 50.00% | +22.73% | +50.00% | 0.00% | 0.00% | 06:59 | 06:25 | 06:25 | 07:33 | 07:33 | 07:33 | 01:08 | 00:50 |
 | Aeon Disk | 2 | 15.38% | 56.4 | 50.00% | +22.73% | -50.00% | 0.00% | 0.00% | 31:11 | 27:42 | 27:42 | 34:40 | 34:40 | 34:40 | 06:58 | 05:09 |
 | Black King Bar | 4 | 30.77% | 53.8 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 30:00 | 22:14 | 22:14 | 29:44 | 33:45 | 34:17 | 11:31 | 08:31 |
 | Void Stone | 4 | 30.77% | 51.3 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 23:59 | 14:31 | 14:31 | 14:45 | 31:31 | 35:10 | 17:00 | 12:35 |
 | Ring of Basilius | 4 | 30.77% | 48.7 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 05:53 | 01:37 | 01:37 | 03:50 | 05:47 | 12:19 | 04:10 | 03:05 |
 | Headdress | 5 | 38.46% | 46.2 | 20.00% | -17.50% | -20.00% | -20.00% | 0.00% | 17:57 | 07:26 | 07:26 | 10:55 | 18:04 | 44:56 | 10:38 | 07:52 |
 | Null Talisman | 6 | 46.15% | 43.6 | 16.67% | -26.19% | -16.67% | +83.33% | 35.29% | 03:09 | 01:40 | 01:46 | 02:05 | 04:36 | 05:54 | 02:50 | 02:05 |
 | Ring of Protection | 7 | 53.85% | 41.0 | 14.29% | -35.71% | +35.71% | -14.29% | -5.09% | 08:23 | 01:37 | 02:29 | 04:14 | 12:18 | 18:02 | 09:49 | 07:16 |
 | Chainmail | 3 | 23.08% | 38.5 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 11:00 | 10:46 | 10:46 | 10:57 | 11:17 | 11:17 | 00:31 | 00:22 |
 | Buckler | 3 | 23.08% | 35.9 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 16:36 | 12:18 | 12:18 | 17:08 | 20:23 | 20:23 | 08:05 | 05:59 |
 | Mekansm | 3 | 23.08% | 33.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 12:38 | 11:08 | 11:08 | 12:10 | 14:37 | 14:37 | 03:29 | 02:34 |
 | Morbid Mask | 1 | 7.69% | 30.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 7.69% | 28.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 7.69% | 25.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:52 | 16:52 | 16:52 | 16:52 | 16:52 | 16:52 | 00:00 | 00:00 |
 | Guardian Greaves | 2 | 15.38% | 23.1 | 0.00% | -36.36% | 0.00% | 0.00% | 0.00% | 20:55 | 18:55 | 18:55 | 22:55 | 22:55 | 22:55 | 04:00 | 02:57 |
 | Hand of Midas | 1 | 7.69% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 00:00 | 00:00 |
 | Soul Ring | 4 | 30.77% | 17.9 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 07:14 | 02:56 | 02:56 | 03:41 | 04:14 | 18:05 | 01:18 | 00:57 |
 | Shiva's Guard | 1 | 7.69% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 42:34 | 00:00 | 00:00 |
 | Bottle | 1 | 7.69% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:01 | 02:01 | 02:01 | 02:01 | 02:01 | 02:01 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 7.69% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:16 | 18:16 | 18:16 | 18:16 | 18:16 | 18:16 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 7.69% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 7.69% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 7.69% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:43 | 20:43 | 20:43 | 20:43 | 20:43 | 20:43 | 00:00 | 00:00 |