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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 | |
 | Blink Dagger | 1 | 50.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 1:06:47 | 00:00 | 00:00 |
 | Force Staff | 1 | 50.00% | 96.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 50.00% | 92.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 50.00% | 88.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 00:00 | 00:00 |
 | Wind Lace | 1 | 50.00% | 85.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 00:00 | 00:00 |
 | Octarine Core | 1 | 50.00% | 81.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 00:00 | 00:00 |
 | Aether Lens | 1 | 50.00% | 77.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 50.00% | 74.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:42 | 1:11:42 | 1:11:42 | 1:11:42 | 1:11:42 | 1:11:42 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 50.00% | 70.4 | 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 |
 | Refresher Orb | 1 | 50.00% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:30 | 1:01:30 | 1:01:30 | 1:01:30 | 1:01:30 | 1:01:30 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 50.00% | 63.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:01 | 1:07:01 | 1:07:01 | 1:07:01 | 1:07:01 | 1:07:01 | 00:00 | 00:00 |
 | Void Stone | 1 | 50.00% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Ring of Health | 1 | 50.00% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Magic Stick | 2 | 100.00% | 51.9 | 50.00% | +50.00% | +50.00% | 0.00% | -49.18% | 03:00 | 02:29 | 02:29 | 03:30 | 03:30 | 03:30 | 01:01 | 00:45 |
 | Quelling Blade | 2 | 100.00% | 48.1 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Kaya and Sange | 2 | 100.00% | 44.4 | 50.00% | +50.00% | +50.00% | 0.00% | -1.95% | 28:05 | 15:16 | 15:16 | 40:53 | 40:53 | 40:53 | 25:37 | 18:58 |
 | Boots of Speed | 2 | 100.00% | 40.7 | 50.00% | +50.00% | +50.00% | 0.00% | -21.74% | 05:19 | 04:10 | 04:10 | 06:28 | 06:28 | 06:28 | 02:18 | 01:42 |
 | Kaya | 2 | 100.00% | 37.0 | 50.00% | +50.00% | +50.00% | 0.00% | -1.86% | 24:34 | 11:06 | 11:06 | 38:02 | 38:02 | 38:02 | 26:56 | 19:57 |
 | Bottle | 2 | 100.00% | 33.3 | 50.00% | +50.00% | -50.00% | 0.00% | 50.00% | 01:50 | 01:48 | 01:48 | 01:52 | 01:52 | 01:52 | 00:04 | 00:02 |
 | Magic Wand | 2 | 100.00% | 29.6 | 50.00% | +50.00% | +50.00% | 0.00% | -24.59% | 06:24 | 05:23 | 05:23 | 07:25 | 07:25 | 07:25 | 02:02 | 01:30 |
 | Sange | 2 | 100.00% | 25.9 | 50.00% | +50.00% | +50.00% | 0.00% | -1.96% | 28:01 | 15:16 | 15:16 | 40:46 | 40:46 | 40:46 | 25:30 | 18:53 |
 | Black King Bar | 2 | 100.00% | 22.2 | 50.00% | +50.00% | -50.00% | 0.00% | 2.31% | 43:03 | 32:13 | 32:13 | 53:53 | 53:53 | 53:53 | 21:40 | 16:02 |
 | Aghanim's Scepter | 2 | 100.00% | 18.5 | 50.00% | +50.00% | +50.00% | 0.00% | -20.83% | 23:34 | 22:22 | 22:22 | 24:46 | 24:46 | 24:46 | 02:24 | 01:46 |
 | Power Treads | 1 | 50.00% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:04 | 09:04 | 09:04 | 09:04 | 09:04 | 09:04 | 00:00 | 00:00 |
 | Chainmail | 1 | 50.00% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:12 | 16:12 | 16:12 | 16:12 | 16:12 | 16:12 | 00:00 | 00:00 |
 | Witch Blade | 1 | 50.00% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 00:00 | 00:00 |
 | Null Talisman | 1 | 50.00% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 00:00 | 00:00 |