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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 | |
 | Wind Lace | 8 | 80.00% | 100.0 | 62.50% | +62.50% | +37.50% | -12.50% | -4.50% | 12:54 | -01:30 | -01:29 | 06:57 | 12:35 | 60:29 | 14:04 | 10:25 |
 | Drum of Endurance | 2 | 20.00% | 95.8 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 16:37 | 15:52 | 15:52 | 17:22 | 17:22 | 17:22 | 01:30 | 01:06 |
 | Tranquil Boots | 4 | 40.00% | 91.7 | 75.00% | +41.67% | -75.00% | +25.00% | 7.87% | 20:30 | 09:44 | 09:44 | 12:02 | 22:26 | 37:47 | 12:42 | 09:24 |
 | Blink Dagger | 9 | 90.00% | 87.5 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 25:37 | 15:36 | 19:20 | 25:54 | 31:38 | 36:24 | 12:18 | 09:06 |
 | Boots of Speed | 10 | 100.00% | 83.3 | 50.00% | +50.00% | -50.00% | 0.00% | 8.11% | 05:52 | -01:29 | 02:06 | 06:00 | 08:16 | 15:59 | 06:10 | 04:34 |
 | Aghanim's Shard | 5 | 50.00% | 79.2 | 60.00% | +20.00% | -60.00% | +40.00% | 11.98% | 25:01 | 18:48 | 18:48 | 25:03 | 27:09 | 32:51 | 08:21 | 06:11 |
 | Magic Stick | 9 | 90.00% | 75.0 | 44.44% | -55.56% | +55.56% | -44.44% | -14.22% | 04:54 | -01:29 | -01:29 | 04:49 | 08:31 | 11:53 | 10:00 | 07:24 |
 | Fluffy Hat | 1 | 10.00% | 70.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 10.00% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 00:00 | 00:00 |
 | Force Staff | 1 | 10.00% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 00:00 | 00:00 |
 | Chainmail | 2 | 20.00% | 58.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 41:46 | 23:04 | 23:04 | 60:28 | 60:28 | 60:28 | 37:24 | 27:42 |
 | Medallion of Courage | 2 | 20.00% | 54.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 41:46 | 23:04 | 23:04 | 60:28 | 60:28 | 60:28 | 37:24 | 27:42 |
 | Solar Crest | 2 | 20.00% | 50.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 44:36 | 28:43 | 28:43 | 60:29 | 60:29 | 60:29 | 31:46 | 23:31 |
 | Blight Stone | 2 | 20.00% | 45.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 41:46 | 23:04 | 23:04 | 60:28 | 60:28 | 60:28 | 37:24 | 27:42 |
 | Crown | 2 | 20.00% | 41.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 43:37 | 26:45 | 26:45 | 60:29 | 60:29 | 60:29 | 33:44 | 24:59 |
 | Orb of Venom | 3 | 30.00% | 37.5 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Magic Wand | 5 | 50.00% | 33.3 | 20.00% | -60.00% | -20.00% | -20.00% | 0.00% | 12:46 | 09:44 | 09:44 | 12:54 | 13:21 | 15:27 | 03:37 | 02:40 |
 | Assault Cuirass | 1 | 10.00% | 29.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:47 | 46:47 | 46:47 | 46:47 | 46:47 | 46:47 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 20.00% | 25.0 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 18:11 | 16:51 | 16:51 | 19:31 | 19:31 | 19:31 | 02:40 | 01:58 |
 | Scythe of Vyse | 1 | 10.00% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:21 | 47:21 | 47:21 | 47:21 | 47:21 | 47:21 | 00:00 | 00:00 |
 | Buckler | 1 | 10.00% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 00:00 | 00:00 |
 | Void Stone | 1 | 10.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:11 | 47:11 | 47:11 | 47:11 | 47:11 | 47:11 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 10.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:31 | 1:10:31 | 1:10:31 | 1:10:31 | 1:10:31 | 1:10:31 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 10.00% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 00:00 | 00:00 |