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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 | |
 | Void Stone | 4 | 26.67% | 100.0 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 27:47 | 21:25 | 21:25 | 24:33 | 31:11 | 33:57 | 09:46 | 07:14 |
 | Aether Lens | 4 | 26.67% | 96.4 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 28:34 | 21:52 | 21:52 | 26:58 | 31:23 | 34:03 | 09:31 | 07:02 |
 | Arcane Boots | 11 | 73.33% | 92.9 | 72.73% | +22.73% | +27.27% | +27.27% | 0.00% | 20:36 | 08:25 | 19:16 | 20:42 | 21:38 | 26:51 | 02:22 | 01:45 |
 | Boots of Speed | 15 | 100.00% | 89.3 | 66.67% | +66.67% | -16.67% | +8.33% | 8.29% | 06:51 | 02:40 | 05:20 | 06:17 | 08:21 | 11:07 | 03:01 | 02:14 |
 | Magic Stick | 15 | 100.00% | 85.7 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 03:35 | -01:29 | -01:29 | 02:54 | 06:12 | 16:54 | 07:41 | 05:41 |
 | Aghanim's Shard | 14 | 93.33% | 82.1 | 64.29% | -35.71% | +10.71% | -30.96% | -41.67% | 15:38 | 15:00 | 15:01 | 15:16 | 15:56 | 18:01 | 00:55 | 00:40 |
 | Magic Wand | 13 | 86.67% | 78.6 | 61.54% | -38.46% | +5.13% | -28.21% | -10.64% | 08:30 | 04:48 | 05:20 | 07:31 | 08:28 | 18:13 | 03:08 | 02:19 |
 | Wraith Band | 2 | 13.33% | 75.0 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 22:13 | 17:14 | 17:14 | 27:12 | 27:12 | 27:12 | 09:58 | 07:22 |
 | Blink Dagger | 2 | 13.33% | 71.4 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 32:34 | 22:44 | 22:44 | 42:23 | 42:23 | 42:23 | 19:39 | 14:33 |
 | Orb of Venom | 5 | 33.33% | 67.9 | 60.00% | -10.00% | +40.00% | +40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wind Lace | 3 | 20.00% | 64.3 | 66.67% | 0.00% | +33.33% | 0.00% | -2.49% | 25:22 | 18:47 | 18:47 | 25:10 | 32:09 | 32:09 | 13:22 | 09:54 |
 | Ring of Protection | 3 | 20.00% | 60.7 | 66.67% | 0.00% | +33.33% | 0.00% | -1.47% | 12:40 | 02:12 | 02:12 | 10:55 | 24:54 | 24:54 | 22:42 | 16:48 |
 | Buckler | 1 | 6.67% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 6.67% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 6.67% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Mekansm | 1 | 6.67% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 00:00 | 00:00 |
 | Chainmail | 1 | 6.67% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 00:00 | 00:00 |
 | Headdress | 1 | 6.67% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 6.67% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 6.67% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 6.67% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 13.33% | 25.0 | 50.00% | -19.23% | +50.00% | 0.00% | 0.00% | 07:53 | 04:50 | 04:50 | 10:55 | 10:55 | 10:55 | 06:05 | 04:30 |
 | Power Treads | 2 | 13.33% | 21.4 | 50.00% | -19.23% | +50.00% | 0.00% | 0.00% | 30:03 | 26:44 | 26:44 | 33:21 | 33:21 | 33:21 | 06:37 | 04:54 |
 | Fluffy Hat | 3 | 20.00% | 17.9 | 0.00% | -83.33% | 0.00% | 0.00% | 0.00% | 24:23 | 19:52 | 19:52 | 24:37 | 28:40 | 28:40 | 08:48 | 06:31 |
 | Ring of Health | 1 | 6.67% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 00:00 | 00:00 |
 | Force Staff | 1 | 6.67% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Null Talisman | 1 | 6.67% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 6.67% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |