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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 | 9 | 36.00% | 100.0 | 77.78% | +40.28% | -27.78% | +22.22% | 3.15% | 32:57 | 22:09 | 24:06 | 32:24 | 39:59 | 45:57 | 15:53 | 11:45 |
 | Fluffy Hat | 10 | 40.00% | 97.2 | 70.00% | +30.00% | -36.67% | +30.00% | 3.01% | 25:17 | 11:31 | 14:19 | 18:27 | 36:27 | 45:57 | 22:08 | 16:23 |
 | Glimmer Cape | 3 | 12.00% | 94.4 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 31:24 | 18:05 | 18:05 | 35:52 | 40:14 | 40:14 | 22:09 | 16:24 |
 | Boots of Speed | 25 | 100.00% | 91.7 | 52.00% | +52.00% | +14.67% | -35.33% | -9.29% | 05:52 | -01:29 | 03:39 | 06:45 | 09:02 | 12:31 | 05:23 | 03:59 |
 | Magic Stick | 25 | 100.00% | 88.9 | 52.00% | +52.00% | -2.00% | +31.33% | 4.41% | 06:29 | -01:29 | 02:30 | 06:14 | 10:03 | 16:36 | 07:33 | 05:35 |
 | Magic Wand | 21 | 84.00% | 86.1 | 52.38% | +2.38% | +7.62% | -12.38% | -3.53% | 12:27 | 08:15 | 09:10 | 11:35 | 14:50 | 25:56 | 05:40 | 04:11 |
 | Wind Lace | 22 | 88.00% | 83.3 | 50.00% | -16.67% | 0.00% | +30.00% | 7.86% | 01:45 | -01:29 | -01:29 | -01:29 | 05:18 | 16:28 | 06:47 | 05:01 |
 | Boots of Bearing | 12 | 48.00% | 80.6 | 58.33% | +12.18% | +8.34% | +8.34% | 0.00% | 36:20 | 28:23 | 31:13 | 33:18 | 41:28 | 45:46 | 10:15 | 07:35 |
 | Tranquil Boots | 20 | 80.00% | 77.8 | 50.00% | -10.00% | +30.00% | -10.00% | -3.34% | 16:17 | 05:20 | 09:00 | 13:02 | 20:59 | 38:53 | 11:59 | 08:52 |
 | Drum of Endurance | 16 | 64.00% | 75.0 | 50.00% | -5.56% | +25.00% | 0.00% | -4.75% | 20:37 | 15:04 | 17:21 | 20:04 | 22:37 | 28:44 | 05:16 | 03:54 |
 | Ring of Protection | 2 | 8.00% | 72.2 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 12:29 | 08:32 | 08:32 | 16:26 | 16:26 | 16:26 | 07:54 | 05:51 |
 | Vladmir's Offering | 2 | 8.00% | 69.4 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 36:02 | 34:07 | 34:07 | 37:56 | 37:56 | 37:56 | 03:49 | 02:49 |
 | Chainmail | 5 | 20.00% | 66.7 | 60.00% | +10.00% | +40.00% | -60.00% | -7.68% | 20:20 | 10:40 | 10:40 | 18:42 | 23:41 | 37:09 | 13:01 | 09:38 |
 | Solar Crest | 3 | 12.00% | 63.9 | 66.67% | +16.67% | +33.33% | 0.00% | -2.31% | 34:43 | 27:44 | 27:44 | 34:15 | 42:11 | 42:11 | 14:27 | 10:42 |
 | Blight Stone | 3 | 12.00% | 61.1 | 66.67% | +16.67% | +33.33% | 0.00% | -1.68% | 26:02 | 17:16 | 17:16 | 23:41 | 37:09 | 37:09 | 19:53 | 14:43 |
 | Medallion of Courage | 3 | 12.00% | 58.3 | 66.67% | +16.67% | +33.33% | 0.00% | -1.87% | 26:43 | 19:18 | 19:18 | 23:41 | 37:09 | 37:09 | 17:51 | 13:13 |
 | Crown | 4 | 16.00% | 55.6 | 50.00% | -2.38% | -50.00% | -50.00% | 0.00% | 29:33 | 19:04 | 19:04 | 27:15 | 33:22 | 38:29 | 14:18 | 10:35 |
 | Urn of Shadows | 1 | 4.00% | 52.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:32 | 08:32 | 08:32 | 08:32 | 08:32 | 08:32 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.00% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 4.00% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.00% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 |
 | Ring of Health | 1 | 4.00% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:26 | 1:05:26 | 1:05:26 | 1:05:26 | 1:05:26 | 1:05:26 | 00:00 | 00:00 |
 | Void Stone | 1 | 4.00% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 1:05:27 | 00:00 | 00:00 |
 | Headdress | 1 | 4.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 00:00 | 00:00 |
 | Buckler | 1 | 4.00% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 4.00% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 4.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 4.00% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |
 | Desolator | 1 | 4.00% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 20.00% | 16.7 | 40.00% | -15.00% | +60.00% | -40.00% | -28.99% | 12:42 | 07:51 | 07:51 | 09:33 | 11:18 | 25:54 | 03:27 | 02:33 |
 | Phase Boots | 2 | 8.00% | 13.9 | 50.00% | -2.17% | +50.00% | 0.00% | 0.00% | 12:08 | 11:13 | 11:13 | 13:03 | 13:03 | 13:03 | 01:50 | 01:21 |
 | Ring of Basilius | 2 | 8.00% | 11.1 | 50.00% | -2.17% | -50.00% | 0.00% | 0.00% | 24:55 | 17:07 | 17:07 | 32:43 | 32:43 | 32:43 | 15:36 | 11:33 |
 | Veil of Discord | 1 | 4.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 00:00 | 00:00 |
 | Black King Bar | 1 | 4.00% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 4.00% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 00:00 | 00:00 |