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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 | |
 | Aghanim's Shard | 2 | 33.33% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 21:37 | 21:35 | 21:35 | 21:38 | 21:38 | 21:38 | 00:03 | 00:02 |
 | Aghanim's Scepter | 2 | 33.33% | 95.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 30:43 | 27:29 | 27:29 | 33:56 | 33:56 | 33:56 | 06:27 | 04:46 |
 | Desolator | 5 | 83.33% | 91.3 | 40.00% | +40.00% | +60.00% | -40.00% | -39.22% | 26:26 | 24:20 | 24:20 | 26:20 | 26:53 | 29:11 | 02:33 | 01:53 |
 | Morbid Mask | 1 | 16.67% | 87.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 16.67% | 82.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 00:00 | 00:00 |
 | Blight Stone | 6 | 100.00% | 78.3 | 33.33% | +33.33% | +16.67% | -33.33% | -2.44% | 11:07 | -01:29 | -01:26 | 04:21 | 21:54 | 26:20 | 23:20 | 17:17 |
 | Battle Fury | 6 | 100.00% | 73.9 | 33.33% | +33.33% | +16.67% | -33.33% | -34.09% | 15:47 | 14:40 | 14:54 | 15:06 | 16:22 | 17:55 | 01:28 | 01:05 |
 | Quelling Blade | 6 | 100.00% | 69.6 | 33.33% | +33.33% | +16.67% | +66.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Black King Bar | 6 | 100.00% | 65.2 | 33.33% | +33.33% | +66.67% | -33.33% | -36.36% | 22:13 | 19:45 | 20:41 | 20:53 | 23:26 | 25:39 | 02:45 | 02:02 |
 | Power Treads | 6 | 100.00% | 60.9 | 33.33% | +33.33% | +16.67% | +66.67% | 31.91% | 07:50 | 06:41 | 06:54 | 07:38 | 08:28 | 08:59 | 01:34 | 01:09 |
 | Void Stone | 6 | 100.00% | 56.5 | 33.33% | +33.33% | +16.67% | -33.33% | -15.31% | 14:17 | 09:02 | 13:03 | 14:29 | 16:19 | 17:44 | 03:16 | 02:25 |
 | Ring of Health | 6 | 100.00% | 52.2 | 33.33% | +33.33% | +16.67% | -33.33% | -4.10% | 08:26 | 03:06 | 03:10 | 04:01 | 15:22 | 17:04 | 12:12 | 09:02 |
 | Boots of Speed | 6 | 100.00% | 47.8 | 33.33% | +33.33% | +16.67% | -33.33% | -39.47% | 06:19 | 05:01 | 05:50 | 06:03 | 07:06 | 07:28 | 01:16 | 00:56 |
 | Vanguard | 2 | 33.33% | 43.5 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 37:34 | 37:14 | 37:14 | 37:54 | 37:54 | 37:54 | 00:40 | 00:29 |
 | Abyssal Blade | 2 | 33.33% | 39.1 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 37:35 | 37:14 | 37:14 | 37:56 | 37:56 | 37:56 | 00:42 | 00:31 |
 | Wraith Band | 3 | 50.00% | 34.8 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 02:40 | 01:43 | 01:43 | 01:54 | 04:22 | 04:22 | 02:39 | 01:57 |
 | Skull Basher | 3 | 50.00% | 30.4 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 30:02 | 29:03 | 29:03 | 29:27 | 31:37 | 31:37 | 02:34 | 01:54 |
 | Magic Wand | 4 | 66.67% | 26.1 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 12:08 | 05:20 | 05:20 | 08:45 | 08:46 | 25:39 | 03:26 | 02:32 |
 | Magic Stick | 4 | 66.67% | 21.7 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 00:04 | -01:29 | -01:29 | -01:29 | -01:29 | 04:41 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 16.67% | 17.4 | 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 |
 | Orb of Corrosion | 1 | 16.67% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 16.67% | 8.7 | 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 |
 | Javelin | 1 | 16.67% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:25 | 32:25 | 32:25 | 32:25 | 32:25 | 32:25 | 00:00 | 00:00 |