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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 Scepter | 7 | 14.58% | 100.0 | 100.00% | +60.98% | 0.00% | 0.00% | 0.00% | 31:12 | 21:16 | 23:49 | 29:13 | 34:29 | 43:26 | 10:40 | 07:54 |
 | Assault Cuirass | 39 | 81.25% | 97.7 | 53.85% | +31.63% | +26.15% | -13.85% | -6.56% | 28:16 | 21:33 | 24:35 | 27:24 | 30:41 | 37:25 | 06:06 | 04:31 |
 | Aghanim's Shard | 18 | 37.50% | 95.5 | 61.11% | +21.11% | +38.89% | -36.11% | -7.40% | 24:58 | 16:39 | 19:45 | 21:44 | 29:53 | 41:42 | 10:08 | 07:30 |
 | Helm of the Overlord | 46 | 95.83% | 93.2 | 50.00% | +50.00% | +8.33% | -31.82% | -19.43% | 16:14 | 13:19 | 15:09 | 16:03 | 17:13 | 20:12 | 02:04 | 01:31 |
 | Morbid Mask | 47 | 97.92% | 90.9 | 48.94% | +48.94% | +1.06% | -32.27% | -17.54% | 12:49 | 10:09 | 11:41 | 12:37 | 13:35 | 16:56 | 01:54 | 01:24 |
 | Vladmir's Offering | 47 | 97.92% | 88.6 | 48.94% | +48.94% | +9.39% | -23.94% | -15.04% | 13:52 | 11:12 | 12:37 | 13:50 | 14:50 | 18:16 | 02:13 | 01:38 |
 | Crown | 48 | 100.00% | 86.4 | 47.92% | +47.92% | +35.41% | -22.92% | -38.04% | 05:29 | 03:22 | 04:38 | 05:43 | 06:10 | 08:10 | 01:32 | 01:08 |
 | Buckler | 48 | 100.00% | 84.1 | 47.92% | +47.92% | -6.25% | -14.59% | -3.57% | 10:48 | 08:19 | 09:31 | 10:37 | 11:51 | 15:17 | 02:20 | 01:43 |
 | Helm of Iron Will | 48 | 100.00% | 81.8 | 47.92% | +47.92% | +27.08% | -14.59% | -29.41% | 03:48 | 02:04 | 03:06 | 03:38 | 04:31 | 06:22 | 01:25 | 01:02 |
 | Quelling Blade | 48 | 100.00% | 79.5 | 47.92% | +47.92% | +2.08% | -14.59% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 01:12 | 00:00 | 00:00 |
 | Ring of Protection | 48 | 100.00% | 77.3 | 47.92% | +47.92% | +18.75% | -14.59% | -3.71% | 06:07 | -01:29 | -01:29 | 08:47 | 10:28 | 14:42 | 11:57 | 08:51 |
 | Helm of the Dominator | 48 | 100.00% | 75.0 | 47.92% | +47.92% | +2.08% | -22.92% | -15.79% | 08:47 | 06:41 | 07:51 | 08:55 | 09:26 | 11:17 | 01:35 | 01:10 |
 | Ring of Basilius | 48 | 100.00% | 72.7 | 47.92% | +47.92% | -6.25% | -22.92% | -8.70% | 10:11 | 02:11 | 09:23 | 10:11 | 11:18 | 12:31 | 01:55 | 01:25 |
 | Heaven's Halberd | 3 | 6.25% | 70.5 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 28:32 | 26:57 | 26:57 | 28:03 | 30:35 | 30:35 | 03:38 | 02:41 |
 | Sange | 3 | 6.25% | 68.2 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 26:40 | 23:54 | 23:54 | 26:20 | 29:47 | 29:47 | 05:53 | 04:21 |
 | Ring of Health | 3 | 6.25% | 65.9 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 32:22 | 19:53 | 19:53 | 28:48 | 48:25 | 48:25 | 28:32 | 21:08 |
 | Boots of Speed | 13 | 27.08% | 63.6 | 61.54% | +18.68% | +38.46% | +5.13% | -1.60% | 28:51 | 14:36 | 19:26 | 28:06 | 40:16 | 46:49 | 20:50 | 15:25 |
 | Tranquil Boots | 7 | 14.58% | 61.4 | 71.43% | +27.53% | +28.57% | -21.43% | -5.34% | 35:17 | 19:58 | 30:54 | 34:29 | 40:16 | 46:49 | 09:22 | 06:56 |
 | Boots of Bearing | 7 | 14.58% | 59.1 | 71.43% | +27.53% | +28.57% | -21.43% | -6.44% | 34:18 | 22:33 | 26:43 | 31:29 | 34:29 | 48:15 | 07:46 | 05:45 |
 | Magic Stick | 12 | 25.00% | 56.8 | 58.33% | +13.89% | -25.00% | +8.34% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Wind Lace | 29 | 60.42% | 54.5 | 37.93% | -25.23% | -9.36% | -9.36% | 0.00% | 19:25 | 14:55 | 16:39 | 17:47 | 19:57 | 39:26 | 03:18 | 02:26 |
 | Drum of Endurance | 26 | 54.17% | 52.3 | 38.46% | -20.63% | +4.40% | -21.79% | -10.20% | 20:27 | 16:48 | 18:42 | 19:58 | 21:16 | 30:33 | 02:34 | 01:54 |
 | Hood of Defiance | 2 | 4.17% | 50.0 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 24:22 | 19:55 | 19:55 | 28:48 | 28:48 | 28:48 | 08:53 | 06:34 |
 | Blink Dagger | 2 | 4.17% | 47.7 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 27:31 | 22:01 | 22:01 | 33:01 | 33:01 | 33:01 | 11:00 | 08:08 |
 | Pipe of Insight | 2 | 4.17% | 45.5 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 27:17 | 23:11 | 23:11 | 31:23 | 31:23 | 31:23 | 08:12 | 06:04 |
 | Headdress | 2 | 4.17% | 43.2 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 24:32 | 18:21 | 18:21 | 30:43 | 30:43 | 30:43 | 12:22 | 09:09 |
 | Void Stone | 10 | 20.83% | 40.9 | 50.00% | +2.63% | +16.67% | 0.00% | -1.79% | 37:44 | 18:33 | 34:35 | 37:49 | 43:55 | 55:55 | 09:20 | 06:54 |
 | Scythe of Vyse | 8 | 16.67% | 38.6 | 50.00% | +2.50% | 0.00% | 0.00% | 0.00% | 42:03 | 35:10 | 37:49 | 38:47 | 44:02 | 56:05 | 06:13 | 04:36 |
 | Black King Bar | 15 | 31.25% | 36.4 | 33.33% | -21.22% | +16.67% | -8.33% | -2.91% | 36:10 | 24:08 | 29:21 | 33:49 | 37:56 | 1:05:27 | 08:35 | 06:21 |
 | Skull Basher | 3 | 6.25% | 34.1 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 42:52 | 32:39 | 32:39 | 38:52 | 57:06 | 57:06 | 24:27 | 18:06 |
 | Bloodthorn | 1 | 2.08% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.08% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 2.08% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.08% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:49 | 1:03:49 | 1:03:49 | 1:03:49 | 1:03:49 | 1:03:49 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.08% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 2.08% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:49 | 1:03:49 | 1:03:49 | 1:03:49 | 1:03:49 | 1:03:49 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.08% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 4.17% | 15.9 | 50.00% | +2.17% | -50.00% | 0.00% | 0.00% | 24:40 | 21:26 | 21:26 | 27:54 | 27:54 | 27:54 | 06:28 | 04:47 |
 | Magic Wand | 2 | 4.17% | 13.6 | 50.00% | +2.17% | -50.00% | 0.00% | 0.00% | 11:59 | -01:22 | -01:22 | 25:20 | 25:20 | 25:20 | 26:42 | 19:46 |
 | Nullifier | 5 | 10.42% | 11.4 | 20.00% | -31.16% | -20.00% | +80.00% | 0.00% | 49:41 | 39:13 | 39:13 | 45:28 | 49:55 | 1:09:46 | 10:42 | 07:55 |
 | Hand of Midas | 1 | 2.08% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Witch Blade | 1 | 2.08% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.08% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 47:44 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 2.08% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 00:00 | 00:00 |