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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 | |
 | Ring of Basilius | 10 | 43.48% | 100.0 | 80.00% | +41.54% | -13.33% | +20.00% | 4.99% | 10:33 | 02:40 | 04:38 | 07:55 | 11:19 | 35:38 | 06:41 | 04:57 |
 | Blink Dagger | 13 | 56.52% | 97.0 | 69.23% | +29.23% | -2.56% | -2.56% | 0.00% | 28:02 | 14:30 | 17:58 | 26:20 | 34:09 | 44:11 | 16:11 | 11:59 |
 | Aghanim's Shard | 6 | 26.09% | 93.9 | 83.33% | +36.27% | -33.33% | +16.67% | 0.00% | 30:12 | 20:00 | 21:20 | 23:09 | 37:56 | 49:20 | 16:36 | 12:17 |
 | Tranquil Boots | 17 | 73.91% | 90.9 | 64.71% | +31.38% | -14.71% | -14.71% | 0.00% | 12:58 | 06:08 | 07:59 | 13:00 | 15:02 | 23:19 | 07:03 | 05:13 |
 | Magic Wand | 17 | 73.91% | 87.9 | 64.71% | +31.38% | +10.29% | +10.29% | 0.00% | 10:38 | 04:33 | 07:00 | 10:24 | 12:14 | 20:10 | 05:14 | 03:52 |
 | Holy Locket | 8 | 34.78% | 84.8 | 75.00% | +28.33% | -75.00% | +25.00% | 25.42% | 19:36 | 14:55 | 17:21 | 20:46 | 21:17 | 21:36 | 03:56 | 02:54 |
 | Headdress | 8 | 34.78% | 81.8 | 75.00% | +28.33% | -25.00% | +25.00% | 7.56% | 16:09 | 09:54 | 11:52 | 16:02 | 18:29 | 20:43 | 06:37 | 04:54 |
 | Magic Stick | 20 | 86.96% | 78.8 | 60.00% | +26.67% | +20.00% | 0.00% | -7.64% | 02:05 | -01:29 | -01:29 | 01:52 | 04:06 | 10:17 | 05:35 | 04:08 |
 | Morbid Mask | 3 | 13.04% | 75.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:15 | 26:40 | 26:40 | 35:38 | 43:26 | 43:26 | 16:46 | 12:25 |
 | Vladmir's Offering | 3 | 13.04% | 72.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:38 | 27:44 | 27:44 | 35:43 | 43:26 | 43:26 | 15:42 | 11:37 |
 | Boots of Speed | 23 | 100.00% | 69.7 | 56.52% | +56.52% | -6.52% | +43.48% | 10.53% | 03:30 | -01:29 | -01:29 | 04:51 | 06:14 | 09:26 | 07:43 | 05:42 |
 | Wind Lace | 21 | 91.30% | 66.7 | 57.14% | +7.14% | +2.86% | -17.14% | -1.61% | 10:03 | -01:29 | 02:36 | 08:11 | 15:02 | 26:52 | 12:26 | 09:12 |
 | Fluffy Hat | 14 | 60.87% | 63.6 | 57.14% | +1.58% | +17.86% | +9.53% | -1.10% | 15:55 | 01:14 | 10:55 | 12:29 | 18:29 | 37:36 | 07:34 | 05:36 |
 | Ring of Protection | 6 | 26.09% | 60.6 | 66.67% | +13.73% | -16.67% | +33.33% | 0.00% | 22:18 | -01:29 | 07:20 | 23:27 | 35:37 | 43:26 | 28:17 | 20:57 |
 | Buckler | 4 | 17.39% | 57.6 | 75.00% | +22.37% | +25.00% | +25.00% | 0.00% | 32:00 | 23:27 | 23:27 | 25:29 | 35:37 | 43:26 | 12:10 | 09:00 |
 | Crown | 9 | 39.13% | 54.5 | 55.56% | -1.58% | -5.56% | -5.56% | 0.00% | 22:11 | 14:07 | 14:57 | 24:03 | 26:46 | 28:30 | 11:49 | 08:45 |
 | Chainmail | 9 | 39.13% | 51.5 | 55.56% | -1.58% | -5.56% | +44.44% | 5.28% | 22:13 | 11:57 | 13:16 | 20:06 | 22:44 | 52:40 | 09:28 | 07:00 |
 | Void Stone | 2 | 8.70% | 48.5 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 29:48 | 11:34 | 11:34 | 48:01 | 48:01 | 48:01 | 36:27 | 27:00 |
 | Ring of Health | 2 | 8.70% | 45.5 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 32:06 | 16:11 | 16:11 | 48:00 | 48:00 | 48:00 | 31:49 | 23:34 |
 | Drum of Endurance | 2 | 8.70% | 42.4 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 19:50 | 17:01 | 17:01 | 22:39 | 22:39 | 22:39 | 05:38 | 04:10 |
 | Orb of Venom | 7 | 30.43% | 39.4 | 57.14% | +0.89% | -7.14% | -7.14% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Medallion of Courage | 8 | 34.78% | 36.4 | 50.00% | -10.00% | 0.00% | 0.00% | 0.00% | 19:14 | 12:18 | 14:28 | 20:43 | 20:57 | 23:58 | 06:29 | 04:48 |
 | Blight Stone | 8 | 34.78% | 33.3 | 50.00% | -10.00% | 0.00% | 0.00% | 0.00% | 18:00 | 11:35 | 12:18 | 16:44 | 20:38 | 23:49 | 08:20 | 06:10 |
 | Solar Crest | 6 | 26.09% | 30.3 | 50.00% | -8.82% | 0.00% | -50.00% | 0.00% | 26:23 | 18:06 | 20:26 | 28:20 | 30:38 | 31:38 | 10:12 | 07:33 |
 | Meteor Hammer | 1 | 4.35% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.35% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.35% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 4.35% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:24 | 56:24 | 56:24 | 56:24 | 56:24 | 56:24 | 00:00 | 00:00 |
 | Phase Boots | 1 | 4.35% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:40 | 52:40 | 52:40 | 52:40 | 52:40 | 52:40 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 21.74% | 12.1 | 40.00% | -21.11% | -40.00% | +60.00% | 0.00% | 15:46 | 12:44 | 12:44 | 16:17 | 17:42 | 18:52 | 04:58 | 03:40 |
 | Force Staff | 6 | 26.09% | 9.1 | 33.33% | -31.38% | -33.33% | +66.67% | 0.00% | 25:48 | 15:32 | 21:14 | 24:01 | 28:13 | 37:37 | 06:59 | 05:10 |
 | Glimmer Cape | 1 | 4.35% | 6.1 | 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 |
 | Soul Ring | 1 | 4.35% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:20 | 09:20 | 09:20 | 09:20 | 09:20 | 09:20 | 00:00 | 00:00 |