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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 | |
 | Chainmail | 3 | 25.00% | 100.0 | 66.67% | +44.45% | -66.67% | 0.00% | 7.58% | 16:58 | 13:25 | 13:25 | 15:16 | 22:13 | 22:13 | 08:48 | 06:31 |
 | Arcane Boots | 3 | 25.00% | 96.0 | 66.67% | +44.45% | +33.33% | 0.00% | -4.76% | 12:48 | 08:58 | 08:58 | 13:29 | 15:58 | 15:58 | 07:00 | 05:11 |
 | Magic Stick | 11 | 91.67% | 92.0 | 36.36% | +36.36% | -3.03% | -3.03% | 0.00% | 02:00 | -01:29 | -01:29 | 02:10 | 02:39 | 09:11 | 04:08 | 03:03 |
 | Boots of Speed | 12 | 100.00% | 88.0 | 33.33% | +33.33% | 0.00% | 0.00% | 0.00% | 07:22 | 03:55 | 05:32 | 07:06 | 07:48 | 12:20 | 02:16 | 01:40 |
 | Wind Lace | 11 | 91.67% | 84.0 | 27.27% | -72.73% | +6.06% | -27.27% | -2.97% | 17:07 | 03:57 | 11:04 | 13:04 | 22:18 | 30:29 | 11:14 | 08:19 |
 | Ring of Health | 1 | 8.33% | 80.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:15 | 17:15 | 17:15 | 17:15 | 17:15 | 17:15 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 8.33% | 76.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 8.33% | 72.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |
 | Headdress | 1 | 8.33% | 68.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:39 | 14:39 | 14:39 | 14:39 | 14:39 | 14:39 | 00:00 | 00:00 |
 | Tranquil Boots | 6 | 50.00% | 64.0 | 33.33% | 0.00% | +16.67% | -33.33% | -3.42% | 19:50 | 12:13 | 13:06 | 13:30 | 27:44 | 31:02 | 14:38 | 10:50 |
 | Magic Wand | 8 | 66.67% | 60.0 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 14:59 | 05:53 | 06:22 | 10:51 | 12:13 | 40:28 | 05:51 | 04:20 |
 | Fluffy Hat | 9 | 75.00% | 56.0 | 22.22% | -44.45% | +27.78% | -22.22% | -3.73% | 19:49 | 09:53 | 11:04 | 19:05 | 24:29 | 36:51 | 13:25 | 09:56 |
 | Boots of Bearing | 2 | 16.67% | 52.0 | 50.00% | +20.00% | +50.00% | 0.00% | 0.00% | 29:45 | 23:57 | 23:57 | 35:32 | 35:32 | 35:32 | 11:35 | 08:34 |
 | Crown | 2 | 16.67% | 48.0 | 50.00% | +20.00% | +50.00% | 0.00% | 0.00% | 24:25 | 24:10 | 24:10 | 24:39 | 24:39 | 24:39 | 00:29 | 00:21 |
 | Medallion of Courage | 2 | 16.67% | 44.0 | 50.00% | +20.00% | -50.00% | 0.00% | 0.00% | 17:50 | 13:26 | 13:26 | 22:13 | 22:13 | 22:13 | 08:47 | 06:30 |
 | Solar Crest | 2 | 16.67% | 40.0 | 50.00% | +20.00% | -50.00% | 0.00% | 0.00% | 24:45 | 24:39 | 24:39 | 24:50 | 24:50 | 24:50 | 00:11 | 00:08 |
 | Blight Stone | 2 | 16.67% | 36.0 | 50.00% | +20.00% | -50.00% | 0.00% | 0.00% | 17:50 | 13:26 | 13:26 | 22:13 | 22:13 | 22:13 | 08:47 | 06:30 |
 | Drum of Endurance | 5 | 41.67% | 32.0 | 20.00% | -22.86% | -20.00% | -20.00% | 0.00% | 26:06 | 18:53 | 18:53 | 23:21 | 30:29 | 37:05 | 11:36 | 08:35 |
 | Aghanim's Shard | 4 | 33.33% | 28.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 25:00 | 15:10 | 15:10 | 22:11 | 26:44 | 35:54 | 11:34 | 08:34 |
 | Orb of Venom | 1 | 8.33% | 24.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 16.67% | 20.0 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 13:07 | 07:13 | 07:13 | 19:01 | 19:01 | 19:01 | 11:48 | 08:44 |
 | Void Stone | 1 | 8.33% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 8.33% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 00:00 | 00:00 |
 | Pavise | 1 | 8.33% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:56 | 12:56 | 12:56 | 12:56 | 12:56 | 12:56 | 00:00 | 00:00 |
 | Force Staff | 3 | 25.00% | 4.0 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 26:28 | 21:13 | 21:13 | 27:40 | 30:32 | 30:32 | 09:19 | 06:54 |