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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 | 1 | 20.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 23:55 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 20.00% | 96.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 20.00% | 92.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 00:00 | 00:00 |
 | Aether Lens | 2 | 40.00% | 89.3 | 50.00% | +50.00% | -50.00% | 0.00% | 4.17% | 31:42 | 25:42 | 25:42 | 37:42 | 37:42 | 37:42 | 12:00 | 08:53 |
 | Magic Wand | 2 | 40.00% | 85.7 | 50.00% | +50.00% | -50.00% | 0.00% | 9.06% | 05:32 | 02:46 | 02:46 | 08:17 | 08:17 | 08:17 | 05:31 | 04:05 |
 | Tranquil Boots | 3 | 60.00% | 82.1 | 33.33% | +33.33% | +66.67% | 0.00% | -18.27% | 06:20 | 05:02 | 05:02 | 05:16 | 08:41 | 08:41 | 03:39 | 02:42 |
 | Boots of Speed | 5 | 100.00% | 78.6 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 02:11 | -01:29 | -01:29 | 02:37 | 03:55 | 06:19 | 05:24 | 04:00 |
 | Fluffy Hat | 5 | 100.00% | 75.0 | 20.00% | +20.00% | +80.00% | -20.00% | -11.79% | 16:32 | 08:32 | 08:32 | 15:34 | 17:01 | 31:53 | 08:29 | 06:17 |
 | Force Staff | 5 | 100.00% | 71.4 | 20.00% | +20.00% | +80.00% | -20.00% | -21.82% | 21:45 | 16:03 | 16:03 | 19:05 | 20:38 | 35:13 | 04:35 | 03:23 |
 | Wind Lace | 4 | 80.00% | 67.9 | 25.00% | +25.00% | +75.00% | -25.00% | -49.18% | 03:06 | -01:29 | -01:29 | 02:20 | 03:31 | 08:01 | 05:00 | 03:42 |
 | Magic Stick | 4 | 80.00% | 64.3 | 25.00% | +25.00% | -25.00% | +75.00% | 18.93% | 03:51 | 00:41 | 00:41 | 02:16 | 05:58 | 06:29 | 05:17 | 03:54 |
 | Void Stone | 4 | 80.00% | 60.7 | 25.00% | +25.00% | -25.00% | +75.00% | 5.99% | 26:50 | 14:23 | 14:23 | 25:42 | 31:05 | 36:10 | 16:42 | 12:22 |
 | Ring of Protection | 3 | 60.00% | 57.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 08:18 | 07:12 | 07:12 | 08:22 | 09:19 | 09:19 | 02:07 | 01:34 |
 | Scythe of Vyse | 3 | 60.00% | 53.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 33:46 | 31:58 | 31:58 | 34:07 | 35:13 | 35:13 | 03:15 | 02:24 |
 | Urn of Shadows | 3 | 60.00% | 50.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 09:13 | 07:12 | 07:12 | 10:12 | 10:14 | 10:14 | 03:02 | 02:14 |
 | Octarine Core | 1 | 20.00% | 46.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |
 | Spirit Vessel | 2 | 40.00% | 42.9 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 15:13 | 13:09 | 13:09 | 17:16 | 17:16 | 17:16 | 04:07 | 03:02 |
 | Orchid Malevolence | 1 | 20.00% | 39.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 |
 | Black King Bar | 1 | 20.00% | 35.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:09 | 46:09 | 46:09 | 46:09 | 46:09 | 46:09 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 20.00% | 32.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 20.00% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Headdress | 1 | 20.00% | 25.0 | 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 |
 | Ring of Basilius | 1 | 20.00% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:36 | 19:36 | 19:36 | 19:36 | 19:36 | 19:36 | 00:00 | 00:00 |
 | Buckler | 1 | 20.00% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 20.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 25:15 | 00:00 | 00:00 |
 | Null Talisman | 1 | 20.00% | 10.7 | 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 |
 | Ghost Scepter | 1 | 20.00% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 20.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 00:00 | 00:00 |