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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 | |
 | Void Stone | 3 | 25.00% | 100.0 | 100.00% | +77.78% | 0.00% | 0.00% | 0.00% | 21:30 | 10:15 | 10:15 | 18:03 | 36:12 | 36:12 | 25:57 | 19:13 |
 | Vanguard | 8 | 66.67% | 96.3 | 62.50% | +62.50% | +37.50% | -12.50% | -24.00% | 07:36 | 06:04 | 06:17 | 06:45 | 08:22 | 10:19 | 02:05 | 01:32 |
 | Black King Bar | 4 | 33.33% | 92.6 | 75.00% | +50.00% | -75.00% | +25.00% | 12.82% | 33:13 | 27:04 | 27:04 | 31:02 | 34:52 | 39:53 | 07:48 | 05:46 |
 | Blink Dagger | 9 | 75.00% | 88.9 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 22:00 | 13:24 | 19:48 | 22:14 | 23:04 | 27:55 | 03:16 | 02:25 |
 | Ring of Health | 9 | 75.00% | 85.2 | 55.56% | +55.56% | +44.44% | -55.56% | -61.22% | 03:47 | 02:39 | 02:52 | 03:32 | 04:30 | 05:56 | 01:38 | 01:12 |
 | Aghanim's Shard | 9 | 75.00% | 81.5 | 55.56% | +55.56% | +44.44% | -5.56% | -10.20% | 26:58 | 22:07 | 24:03 | 25:47 | 28:57 | 33:49 | 04:54 | 03:37 |
 | Magic Wand | 7 | 58.33% | 77.8 | 57.14% | +37.14% | -7.14% | -57.14% | -14.56% | 12:28 | 08:17 | 09:23 | 11:30 | 12:49 | 22:02 | 03:26 | 02:32 |
 | Boots of Speed | 11 | 91.67% | 74.1 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 08:51 | 04:26 | 04:56 | 07:49 | 10:05 | 17:10 | 05:09 | 03:48 |
 | Quelling Blade | 12 | 100.00% | 70.4 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 9 | 75.00% | 66.7 | 44.44% | +11.11% | +5.56% | -44.44% | -4.42% | 06:51 | -01:29 | -01:29 | 06:29 | 12:48 | 21:47 | 14:17 | 10:34 |
 | Arcane Boots | 9 | 75.00% | 63.0 | 44.44% | +11.11% | -44.44% | +5.56% | 9.15% | 11:00 | 06:40 | 07:16 | 09:54 | 12:44 | 17:00 | 05:28 | 04:02 |
 | Null Talisman | 1 | 8.33% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 8.33% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Octarine Core | 1 | 8.33% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 00:00 | 00:00 |
 | Aether Lens | 1 | 8.33% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 8.33% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 41.67% | 40.7 | 40.00% | -2.86% | -40.00% | +60.00% | 12.00% | 22:40 | 17:33 | 17:33 | 20:40 | 25:53 | 31:01 | 08:20 | 06:10 |
 | Orchid Malevolence | 2 | 16.67% | 37.0 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 15:05 | 13:26 | 13:26 | 16:44 | 16:44 | 16:44 | 03:18 | 02:26 |
 | Soul Ring | 5 | 41.67% | 33.3 | 20.00% | -37.14% | -20.00% | -20.00% | 0.00% | 06:23 | 01:43 | 01:43 | 07:29 | 09:01 | 09:45 | 07:18 | 05:24 |
 | Ring of Protection | 6 | 50.00% | 29.6 | 16.67% | -50.00% | -16.67% | -16.67% | 0.00% | 01:50 | -01:29 | -01:29 | -01:29 | 07:12 | 09:44 | 08:41 | 06:25 |
 | Hood of Defiance | 1 | 8.33% | 25.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:31 | 06:31 | 06:31 | 06:31 | 06:31 | 06:31 | 00:00 | 00:00 |
 | Chainmail | 2 | 16.67% | 22.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 11:08 | 08:04 | 08:04 | 14:11 | 14:11 | 14:11 | 06:07 | 04:31 |
 | Guardian Greaves | 1 | 8.33% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 8.33% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:27 | 17:27 | 17:27 | 17:27 | 17:27 | 17:27 | 00:00 | 00:00 |
 | Buckler | 1 | 8.33% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Mekansm | 2 | 16.67% | 7.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 13:32 | 11:45 | 11:45 | 15:18 | 15:18 | 15:18 | 03:33 | 02:37 |
 | Headdress | 3 | 25.00% | 3.7 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 09:52 | 02:16 | 02:16 | 12:13 | 15:06 | 15:06 | 12:50 | 09:30 |