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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 | |
 | Fluffy Hat | 11 | 78.57% | 100.0 | 63.64% | +63.64% | +36.36% | +3.03% | -5.00% | 18:17 | 07:05 | 08:45 | 13:55 | 15:25 | 48:22 | 06:40 | 04:56 |
 | Force Staff | 7 | 50.00% | 97.1 | 71.43% | +42.86% | +28.57% | -21.43% | -3.97% | 30:22 | 19:26 | 20:21 | 29:52 | 32:57 | 48:22 | 12:36 | 09:20 |
 | Void Stone | 7 | 50.00% | 94.3 | 71.43% | +42.86% | +28.57% | -21.43% | -11.76% | 16:18 | 08:51 | 10:59 | 12:54 | 15:14 | 34:17 | 04:15 | 03:08 |
 | Ring of Protection | 10 | 71.43% | 91.4 | 60.00% | +35.00% | +6.67% | -10.00% | -1.80% | 12:39 | -01:28 | 08:23 | 13:07 | 17:40 | 29:35 | 09:17 | 06:52 |
 | Wind Lace | 8 | 57.14% | 88.6 | 62.50% | +29.17% | -62.50% | +37.50% | 5.46% | 18:10 | 03:04 | 04:45 | 15:38 | 23:04 | 42:09 | 18:19 | 13:34 |
 | Pavise | 6 | 42.86% | 85.7 | 66.67% | +29.17% | +33.33% | -66.67% | -18.02% | 15:39 | 12:20 | 13:24 | 13:55 | 18:57 | 19:59 | 05:33 | 04:06 |
 | Boots of Speed | 14 | 100.00% | 82.9 | 50.00% | +50.00% | +25.00% | -16.67% | -17.99% | 06:16 | 03:38 | 05:01 | 06:16 | 07:20 | 09:04 | 02:19 | 01:42 |
 | Magic Stick | 14 | 100.00% | 80.0 | 50.00% | +50.00% | +25.00% | -16.67% | -9.40% | 03:50 | -01:29 | 02:18 | 03:51 | 06:44 | 09:23 | 04:26 | 03:17 |
 | Glimmer Cape | 4 | 28.57% | 77.1 | 75.00% | +35.00% | +25.00% | +25.00% | 0.00% | 22:59 | 16:39 | 16:39 | 23:14 | 24:53 | 27:11 | 08:14 | 06:05 |
 | Boots of Bearing | 2 | 14.29% | 74.3 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 43:22 | 41:39 | 41:39 | 45:05 | 45:05 | 45:05 | 03:26 | 02:32 |
 | Magic Wand | 11 | 78.57% | 71.4 | 45.45% | -21.22% | +21.22% | -45.45% | -16.13% | 08:06 | 04:57 | 05:15 | 06:54 | 09:23 | 12:57 | 04:08 | 03:03 |
 | Chainmail | 5 | 35.71% | 68.6 | 60.00% | +15.56% | -60.00% | +40.00% | 30.15% | 17:18 | 14:33 | 14:33 | 17:23 | 17:52 | 21:10 | 03:19 | 02:27 |
 | Medallion of Courage | 3 | 21.43% | 65.7 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 18:34 | 14:34 | 14:34 | 19:58 | 21:10 | 21:10 | 06:36 | 04:53 |
 | Drum of Endurance | 3 | 21.43% | 62.9 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 30:46 | 19:14 | 19:14 | 29:03 | 44:02 | 44:02 | 24:48 | 18:22 |
 | Crown | 3 | 21.43% | 60.0 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 22:26 | 20:14 | 20:14 | 21:40 | 25:24 | 25:24 | 05:10 | 03:49 |
 | Tranquil Boots | 3 | 21.43% | 57.1 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 27:46 | 11:29 | 11:29 | 29:23 | 42:27 | 42:27 | 30:58 | 22:56 |
 | Solar Crest | 3 | 21.43% | 54.3 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 23:59 | 21:06 | 21:06 | 23:40 | 27:10 | 27:10 | 06:04 | 04:29 |
 | Blight Stone | 3 | 21.43% | 51.4 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 18:34 | 14:34 | 14:34 | 19:58 | 21:10 | 21:10 | 06:36 | 04:53 |
 | Aghanim's Shard | 4 | 28.57% | 48.6 | 50.00% | 0.00% | -50.00% | +50.00% | 14.49% | 27:21 | 22:04 | 22:04 | 22:34 | 28:58 | 35:47 | 06:54 | 05:06 |
 | Cornucopia | 1 | 7.14% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:40 | 43:40 | 43:40 | 43:40 | 43:40 | 43:40 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 7.14% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 7.14% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 7.14% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 00:00 | 00:00 |
 | Arcane Boots | 6 | 42.86% | 34.3 | 33.33% | -29.17% | -33.33% | +66.67% | 24.90% | 15:40 | 08:26 | 10:58 | 11:54 | 14:59 | 33:25 | 04:01 | 02:58 |
 | Mekansm | 2 | 14.29% | 31.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 19:32 | 18:32 | 18:32 | 20:32 | 20:32 | 20:32 | 02:00 | 01:28 |
 | Ghost Scepter | 2 | 14.29% | 28.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 29:22 | 28:25 | 28:25 | 30:19 | 30:19 | 30:19 | 01:54 | 01:24 |
 | Headdress | 2 | 14.29% | 25.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 15:38 | 13:24 | 13:24 | 17:52 | 17:52 | 17:52 | 04:28 | 03:18 |
 | Buckler | 2 | 14.29% | 22.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 25:25 | 20:47 | 20:47 | 30:03 | 30:03 | 30:03 | 09:16 | 06:51 |
 | Guardian Greaves | 2 | 14.29% | 20.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 27:41 | 24:50 | 24:50 | 30:31 | 30:31 | 30:31 | 05:41 | 04:12 |
 | Ring of Health | 3 | 21.43% | 17.1 | 33.33% | -21.22% | -33.33% | 0.00% | 0.00% | 26:20 | 02:06 | 02:06 | 34:17 | 42:38 | 42:38 | 40:32 | 30:01 |
 | Crimson Guard | 1 | 7.14% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:42 | 13:42 | 13:42 | 13:42 | 13:42 | 13:42 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 7.14% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 7.14% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:44 | 10:44 | 10:44 | 10:44 | 10:44 | 10:44 | 00:00 | 00:00 |
 | Sange | 1 | 7.14% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 00:00 | 00:00 |
 | Vanguard | 2 | 14.29% | 2.9 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 24:03 | 05:28 | 05:28 | 42:38 | 42:38 | 42:38 | 37:10 | 27:31 |