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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 | |
 | Force Staff | 8 | 40.00% | 100.0 | 87.50% | +62.50% | +12.50% | -37.50% | -4.30% | 28:18 | 20:59 | 23:22 | 24:38 | 34:59 | 35:47 | 11:37 | 08:36 |
 | Glimmer Cape | 8 | 40.00% | 96.8 | 87.50% | +62.50% | +12.50% | +12.50% | 0.00% | 29:47 | 25:30 | 26:42 | 29:11 | 31:06 | 35:58 | 04:24 | 03:15 |
 | Fluffy Hat | 12 | 60.00% | 93.5 | 75.00% | +62.50% | +25.00% | -8.33% | -2.80% | 16:25 | 03:54 | 08:24 | 12:58 | 20:18 | 35:47 | 11:54 | 08:48 |
 | Wind Lace | 13 | 65.00% | 90.3 | 61.54% | +32.97% | +5.13% | +5.13% | 0.00% | 19:30 | 05:39 | 15:20 | 19:52 | 24:06 | 32:11 | 08:46 | 06:29 |
 | Tranquil Boots | 9 | 45.00% | 87.1 | 66.67% | +30.31% | -16.67% | +33.33% | 7.28% | 24:10 | 18:56 | 19:10 | 25:13 | 26:02 | 32:45 | 06:52 | 05:05 |
 | Magic Stick | 19 | 95.00% | 83.9 | 52.63% | +52.63% | -12.63% | +27.37% | 6.28% | 06:23 | -01:30 | 03:07 | 05:02 | 09:29 | 19:46 | 06:22 | 04:42 |
 | Magic Wand | 19 | 95.00% | 80.6 | 52.63% | +52.63% | -12.63% | +27.37% | 3.84% | 12:03 | 04:18 | 07:02 | 10:56 | 17:27 | 20:08 | 10:25 | 07:42 |
 | Boots of Speed | 20 | 100.00% | 77.4 | 50.00% | +50.00% | +10.00% | -30.00% | -14.29% | 07:22 | -01:29 | 06:09 | 07:39 | 08:57 | 13:03 | 02:48 | 02:04 |
 | Aghanim's Shard | 20 | 100.00% | 74.2 | 50.00% | +50.00% | -10.00% | -10.00% | 0.00% | 16:12 | 15:00 | 15:14 | 15:59 | 16:52 | 18:13 | 01:38 | 01:12 |
 | Wraith Band | 4 | 20.00% | 71.0 | 75.00% | +31.25% | -75.00% | +25.00% | 10.60% | 25:56 | 18:24 | 18:24 | 25:36 | 27:50 | 31:52 | 09:26 | 06:59 |
 | Arcane Boots | 2 | 10.00% | 67.7 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 30:44 | 20:18 | 20:18 | 41:09 | 41:09 | 41:09 | 20:51 | 15:26 |
 | Ghost Scepter | 3 | 15.00% | 64.5 | 66.67% | +19.61% | +33.33% | 0.00% | -3.33% | 31:56 | 27:56 | 27:56 | 29:57 | 37:56 | 37:56 | 10:00 | 07:24 |
 | Kaya | 1 | 5.00% | 61.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:37 | 53:37 | 53:37 | 53:37 | 53:37 | 53:37 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 5.00% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 5.00% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 00:00 | 00:00 |
 | Blight Stone | 1 | 5.00% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Solar Crest | 1 | 5.00% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:11 | 43:11 | 43:11 | 43:11 | 43:11 | 43:11 | 00:00 | 00:00 |
 | Chainmail | 1 | 5.00% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 5.00% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 5.00% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 15:26 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 5.00% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.00% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 00:00 | 00:00 |
 | Ring of Health | 1 | 5.00% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 |
 | Crown | 5 | 25.00% | 25.8 | 40.00% | -13.33% | -40.00% | +60.00% | 27.52% | 25:36 | 19:12 | 19:12 | 22:44 | 22:50 | 42:32 | 03:38 | 02:41 |
 | Drum of Endurance | 6 | 30.00% | 22.6 | 33.33% | -23.81% | -33.33% | +66.67% | 11.49% | 31:57 | 25:22 | 27:51 | 28:10 | 36:33 | 42:09 | 08:42 | 06:26 |
 | Boots of Bearing | 2 | 10.00% | 19.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 40:17 | 38:25 | 38:25 | 42:09 | 42:09 | 42:09 | 03:44 | 02:45 |
 | Veil of Discord | 3 | 15.00% | 16.1 | 33.33% | -19.61% | +66.67% | 0.00% | -55.56% | 23:53 | 23:08 | 23:08 | 24:11 | 24:20 | 24:20 | 01:12 | 00:53 |
 | Ring of Basilius | 4 | 20.00% | 12.9 | 25.00% | -31.25% | +75.00% | -25.00% | -7.78% | 16:48 | 06:53 | 06:53 | 17:45 | 19:44 | 22:50 | 12:51 | 09:31 |
 | Black King Bar | 1 | 5.00% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:21 | 56:21 | 56:21 | 56:21 | 56:21 | 56:21 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 5.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 00:00 | 00:00 |
 | Void Stone | 1 | 5.00% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 00:00 | 00:00 |