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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 | |
 | Aether Lens | 6 | 54.55% | 100.0 | 66.67% | +46.67% | -16.67% | -66.67% | -5.13% | 32:30 | 24:27 | 27:55 | 31:59 | 37:40 | 39:04 | 09:45 | 07:13 |
 | Force Staff | 6 | 54.55% | 96.9 | 66.67% | +46.67% | +33.33% | -66.67% | -24.10% | 23:23 | 20:22 | 20:31 | 22:32 | 24:40 | 29:39 | 04:09 | 03:04 |
 | Aghanim's Shard | 7 | 63.64% | 93.8 | 57.14% | +32.14% | -7.14% | -7.14% | 0.00% | 21:39 | 15:06 | 15:34 | 21:07 | 23:48 | 32:23 | 08:14 | 06:05 |
 | Blink Dagger | 11 | 100.00% | 90.6 | 45.45% | +45.45% | -12.12% | +21.22% | 22.48% | 15:18 | 11:52 | 12:35 | 13:07 | 14:04 | 30:51 | 01:29 | 01:05 |
 | Boots of Speed | 11 | 100.00% | 87.5 | 45.45% | +45.45% | -12.12% | +21.22% | 6.31% | 05:49 | 02:11 | 03:03 | 04:47 | 08:20 | 09:57 | 05:17 | 03:54 |
 | Fluffy Hat | 8 | 72.73% | 84.4 | 50.00% | +16.67% | -50.00% | 0.00% | 11.63% | 08:33 | 03:24 | 03:51 | 05:32 | 08:09 | 20:09 | 04:18 | 03:11 |
 | Void Stone | 9 | 81.82% | 81.3 | 44.44% | -5.56% | -44.44% | -44.44% | 0.00% | 29:19 | 17:17 | 21:13 | 27:55 | 33:53 | 44:49 | 12:40 | 09:22 |
 | Power Treads | 9 | 81.82% | 78.1 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 09:03 | 06:14 | 06:28 | 09:10 | 09:54 | 12:07 | 03:26 | 02:32 |
 | Magic Stick | 10 | 90.91% | 75.0 | 40.00% | -60.00% | -40.00% | +10.00% | 17.24% | 03:45 | -01:30 | -01:29 | 01:40 | 04:23 | 14:23 | 05:52 | 04:20 |
 | Quelling Blade | 10 | 90.91% | 71.9 | 40.00% | -60.00% | -6.67% | +10.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Bracer | 6 | 54.55% | 68.8 | 50.00% | +10.00% | 0.00% | +50.00% | 50.00% | 01:59 | 01:52 | 01:55 | 01:58 | 02:02 | 02:07 | 00:07 | 00:05 |
 | Ring of Health | 3 | 27.27% | 65.6 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 18:00 | 04:11 | 04:11 | 04:59 | 44:49 | 44:49 | 40:38 | 30:05 |
 | Falcon Blade | 7 | 63.64% | 62.5 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 08:47 | 05:58 | 06:31 | 06:51 | 08:30 | 17:38 | 01:59 | 01:28 |
 | Magic Wand | 8 | 72.73% | 59.4 | 37.50% | -29.17% | -37.50% | +12.50% | 14.42% | 07:17 | 02:43 | 04:10 | 04:57 | 07:38 | 14:28 | 03:28 | 02:34 |
 | Ring of Basilius | 1 | 9.09% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 09:17 | 00:00 | 00:00 |
 | Octarine Core | 1 | 9.09% | 53.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Crown | 1 | 9.09% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 00:00 | 00:00 |
 | Chainmail | 1 | 9.09% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |
 | Blight Stone | 1 | 9.09% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 9.09% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 9.09% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 00:00 | 00:00 |
 | Solar Crest | 1 | 9.09% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:32 | 23:32 | 23:32 | 23:32 | 23:32 | 23:32 | 00:00 | 00:00 |
 | Wind Lace | 3 | 27.27% | 31.3 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 14:39 | 07:21 | 07:21 | 14:25 | 22:10 | 22:10 | 14:49 | 10:58 |
 | Arcane Boots | 3 | 27.27% | 28.1 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 28:19 | 06:20 | 06:20 | 14:55 | 1:03:43 | 1:03:43 | 57:23 | 42:30 |
 | Black King Bar | 4 | 36.36% | 25.0 | 25.00% | -32.14% | -25.00% | +75.00% | 5.43% | 36:34 | 25:22 | 25:22 | 28:34 | 43:46 | 48:33 | 18:24 | 13:37 |
 | Shadow Blade | 1 | 9.09% | 21.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Silver Edge | 1 | 9.09% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 9.09% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:20 | 51:20 | 51:20 | 51:20 | 51:20 | 51:20 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 9.09% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:07 | 46:07 | 46:07 | 46:07 | 46:07 | 46:07 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 9.09% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 00:00 | 00:00 |
 | Bottle | 2 | 18.18% | 6.3 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 01:13 | 01:08 | 01:08 | 01:17 | 01:17 | 01:17 | 00:09 | 00:06 |
 | Crystalys | 1 | 9.09% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |