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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 | |
 | Blink Dagger | 17 | 10.43% | 100.0 | 82.35% | +31.67% | +17.65% | -7.35% | -2.70% | 34:10 | 23:31 | 27:40 | 32:55 | 36:55 | 54:49 | 09:15 | 06:51 |
 | Aether Lens | 87 | 53.37% | 97.1 | 63.22% | +19.80% | +14.05% | +4.96% | -1.25% | 26:13 | 16:48 | 21:29 | 24:24 | 28:46 | 45:23 | 07:17 | 05:23 |
 | Void Stone | 91 | 55.83% | 94.3 | 62.64% | +19.58% | +2.58% | +2.58% | 0.00% | 24:41 | 12:40 | 20:07 | 22:46 | 27:06 | 45:05 | 06:59 | 05:10 |
 | Arcane Boots | 75 | 46.01% | 91.4 | 61.33% | +13.60% | -8.70% | +22.88% | 5.19% | 16:38 | 08:11 | 13:02 | 14:58 | 19:07 | 34:17 | 06:05 | 04:30 |
 | Magic Stick | 147 | 90.18% | 88.6 | 55.78% | +18.28% | -4.43% | -4.43% | 0.00% | 03:47 | -01:30 | -01:28 | 02:43 | 06:49 | 16:40 | 08:17 | 06:08 |
 | Boots of Speed | 163 | 100.00% | 85.7 | 53.99% | +53.99% | -12.53% | +16.74% | 7.38% | 07:44 | -01:29 | 05:52 | 07:55 | 09:50 | 14:28 | 03:58 | 02:56 |
 | Magic Wand | 94 | 57.67% | 82.9 | 55.32% | +3.15% | +3.01% | +5.55% | 0.49% | 12:08 | 02:21 | 09:18 | 11:40 | 14:26 | 33:40 | 05:08 | 03:48 |
 | Glimmer Cape | 22 | 13.50% | 80.0 | 68.18% | +16.41% | -1.51% | -8.18% | -0.71% | 28:17 | 19:48 | 22:11 | 28:15 | 31:33 | 43:49 | 09:22 | 06:56 |
 | Crown | 5 | 3.07% | 77.1 | 100.00% | +47.47% | 0.00% | 0.00% | 0.00% | 37:38 | 23:33 | 23:33 | 36:11 | 36:31 | 1:01:42 | 12:58 | 09:36 |
 | Wind Lace | 105 | 64.42% | 74.3 | 53.33% | -1.84% | -7.18% | +4.36% | 1.71% | 10:13 | -01:29 | 06:32 | 10:18 | 13:18 | 26:58 | 06:46 | 05:00 |
 | Fluffy Hat | 67 | 41.10% | 71.4 | 53.73% | -0.44% | +5.09% | -0.79% | -0.46% | 20:14 | -01:29 | 13:33 | 17:51 | 26:15 | 48:10 | 12:42 | 09:24 |
 | Tranquil Boots | 82 | 50.31% | 68.6 | 51.22% | -5.57% | +5.92% | -1.22% | -0.92% | 16:49 | 05:56 | 12:00 | 14:35 | 19:45 | 35:01 | 07:45 | 05:44 |
 | Force Staff | 33 | 20.25% | 65.7 | 48.48% | -6.90% | +14.02% | -10.98% | -2.75% | 32:44 | 21:36 | 27:15 | 31:21 | 36:21 | 51:05 | 09:06 | 06:44 |
 | Helm of Iron Will | 3 | 1.84% | 62.9 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 44:46 | 36:11 | 36:11 | 36:31 | 1:01:35 | 1:01:35 | 25:24 | 18:48 |
 | Helm of the Dominator | 3 | 1.84% | 60.0 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 46:47 | 36:31 | 36:31 | 37:04 | 1:06:46 | 1:06:46 | 30:15 | 22:24 |
 | Black King Bar | 7 | 4.29% | 57.1 | 71.43% | +18.22% | -71.43% | +28.57% | 8.00% | 35:37 | 26:34 | 26:47 | 37:56 | 39:17 | 42:44 | 12:30 | 09:15 |
 | Aeon Disk | 5 | 3.07% | 54.3 | 80.00% | +26.84% | +20.00% | +20.00% | 0.00% | 47:37 | 37:21 | 37:21 | 46:23 | 53:19 | 55:14 | 15:58 | 11:49 |
 | Ghost Scepter | 10 | 6.13% | 51.4 | 60.00% | +6.41% | -26.67% | -60.00% | -2.36% | 32:36 | 22:42 | 26:41 | 27:28 | 40:50 | 43:08 | 14:09 | 10:28 |
 | Quelling Blade | 12 | 7.36% | 48.6 | 50.00% | -4.30% | +16.67% | +16.67% | 0.00% | 05:56 | -01:28 | 00:14 | 02:51 | 08:38 | 17:56 | 08:24 | 06:13 |
 | Drum of Endurance | 4 | 2.45% | 45.7 | 75.00% | +21.54% | -75.00% | +25.00% | 0.00% | 23:59 | 19:06 | 19:06 | 24:45 | 25:10 | 26:56 | 06:04 | 04:29 |
 | Boots of Bearing | 2 | 1.23% | 42.9 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 41:43 | 40:47 | 40:47 | 42:39 | 42:39 | 42:39 | 01:52 | 01:22 |
 | Ring of Basilius | 2 | 1.23% | 40.0 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 24:10 | 23:59 | 23:59 | 24:21 | 24:21 | 24:21 | 00:22 | 00:16 |
 | Buckler | 2 | 1.23% | 37.1 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 21:34 | 18:47 | 18:47 | 24:20 | 24:20 | 24:20 | 05:33 | 04:06 |
 | Medallion of Courage | 2 | 1.23% | 34.3 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 20:02 | 17:59 | 17:59 | 22:04 | 22:04 | 22:04 | 04:05 | 03:01 |
 | Solar Crest | 2 | 1.23% | 31.4 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 28:02 | 25:13 | 25:13 | 30:50 | 30:50 | 30:50 | 05:37 | 04:09 |
 | Chainmail | 2 | 1.23% | 28.6 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 17:12 | 12:19 | 12:19 | 22:04 | 22:04 | 22:04 | 09:45 | 07:13 |
 | Blight Stone | 2 | 1.23% | 25.7 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 19:50 | 17:35 | 17:35 | 22:04 | 22:04 | 22:04 | 04:29 | 03:19 |
 | Bracer | 8 | 4.91% | 22.9 | 50.00% | -4.19% | -50.00% | 0.00% | 8.62% | 14:56 | 08:54 | 09:31 | 15:12 | 15:19 | 22:17 | 05:48 | 04:17 |
 | Aghanim's Scepter | 7 | 4.29% | 20.0 | 42.86% | -11.63% | +7.14% | -42.86% | -4.55% | 39:44 | 28:21 | 31:20 | 40:46 | 42:19 | 49:09 | 10:59 | 08:08 |
 | Ring of Protection | 4 | 2.45% | 17.1 | 50.00% | -4.09% | -50.00% | +50.00% | 0.00% | 13:11 | -01:29 | -01:29 | 13:06 | 16:46 | 24:19 | 18:15 | 13:31 |
 | Morbid Mask | 1 | 0.61% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.61% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 0.61% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.61% | 5.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.61% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 00:00 | 00:00 |