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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 | 14.29% | 100.0 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 31:12 | 21:16 | 23:49 | 29:13 | 34:29 | 43:26 | 10:40 | 07:54 |
 | Assault Cuirass | 40 | 81.63% | 97.8 | 52.50% | +30.28% | +27.50% | -12.50% | -6.56% | 28:12 | 21:33 | 24:35 | 27:07 | 30:41 | 37:25 | 06:06 | 04:31 |
 | Aghanim's Shard | 18 | 36.73% | 95.6 | 61.11% | +22.40% | +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 | 47 | 95.92% | 93.3 | 48.94% | +48.94% | +9.39% | -32.27% | -20.16% | 16:15 | 13:19 | 15:09 | 16:13 | 17:13 | 20:12 | 02:04 | 01:31 |
 | Quelling Blade | 48 | 97.96% | 91.1 | 47.92% | +47.92% | +18.75% | -14.59% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 01:12 | 00:00 | 00:00 |
 | Morbid Mask | 48 | 97.96% | 88.9 | 47.92% | +47.92% | +2.08% | -31.25% | -17.09% | 12:50 | 10:09 | 11:41 | 12:37 | 13:38 | 16:56 | 01:57 | 01:26 |
 | Crown | 48 | 97.96% | 86.7 | 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 |
 | Vladmir's Offering | 48 | 97.96% | 84.4 | 47.92% | +47.92% | +10.41% | -31.25% | -17.98% | 13:54 | 11:12 | 12:37 | 13:50 | 14:56 | 18:16 | 02:19 | 01:42 |
 | Buckler | 49 | 100.00% | 82.2 | 46.94% | +46.94% | -5.27% | -13.61% | -3.52% | 10:51 | 08:19 | 09:31 | 10:42 | 11:53 | 15:17 | 02:22 | 01:45 |
 | Ring of Basilius | 49 | 100.00% | 80.0 | 46.94% | +46.94% | -5.27% | -21.94% | -8.55% | 10:12 | 02:11 | 09:23 | 10:12 | 11:20 | 12:31 | 01:57 | 01:26 |
 | Helm of Iron Will | 49 | 100.00% | 77.8 | 46.94% | +46.94% | +28.06% | -13.61% | -29.41% | 03:48 | 02:04 | 03:06 | 03:45 | 04:31 | 06:22 | 01:25 | 01:02 |
 | Ring of Protection | 49 | 100.00% | 75.6 | 46.94% | +46.94% | -5.27% | -13.61% | -0.91% | 06:15 | -01:29 | -01:29 | 08:51 | 10:37 | 14:42 | 12:06 | 08:57 |
 | Helm of the Dominator | 49 | 100.00% | 73.3 | 46.94% | +46.94% | +3.06% | -30.27% | -20.00% | 08:50 | 06:41 | 07:51 | 08:56 | 09:31 | 11:23 | 01:40 | 01:14 |
 | Boots of Speed | 13 | 26.53% | 71.1 | 61.54% | +19.87% | +38.46% | +5.13% | -1.60% | 28:51 | 14:36 | 19:26 | 28:06 | 40:16 | 46:49 | 20:50 | 15:25 |
 | Heaven's Halberd | 3 | 6.12% | 68.9 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 28:32 | 26:57 | 26:57 | 28:03 | 30:35 | 30:35 | 03:38 | 02:41 |
 | Sange | 3 | 6.12% | 66.7 | 100.00% | +56.52% | 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 | 6.12% | 64.4 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 32:22 | 19:53 | 19:53 | 28:48 | 48:25 | 48:25 | 28:32 | 21:08 |
 | Boots of Bearing | 7 | 14.29% | 62.2 | 71.43% | +28.57% | +28.57% | -21.43% | -6.44% | 34:18 | 22:33 | 26:43 | 31:29 | 34:29 | 48:15 | 07:46 | 05:45 |
 | Tranquil Boots | 7 | 14.29% | 60.0 | 71.43% | +28.57% | +28.57% | -21.43% | -5.34% | 35:17 | 19:58 | 30:54 | 34:29 | 40:16 | 46:49 | 09:22 | 06:56 |
 | Magic Stick | 13 | 26.53% | 57.8 | 53.85% | +9.41% | +12.82% | +12.82% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Wind Lace | 29 | 59.18% | 55.6 | 37.93% | -22.07% | -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 | 53.06% | 53.3 | 38.46% | -18.06% | +4.40% | -21.79% | -10.20% | 20:27 | 16:48 | 18:42 | 19:58 | 21:16 | 30:33 | 02:34 | 01:54 |
 | Pipe of Insight | 2 | 4.08% | 51.1 | 100.00% | +55.32% | 0.00% | 0.00% | 0.00% | 27:17 | 23:11 | 23:11 | 31:23 | 31:23 | 31:23 | 08:12 | 06:04 |
 | Headdress | 2 | 4.08% | 48.9 | 100.00% | +55.32% | 0.00% | 0.00% | 0.00% | 24:32 | 18:21 | 18:21 | 30:43 | 30:43 | 30:43 | 12:22 | 09:09 |
 | Hood of Defiance | 2 | 4.08% | 46.7 | 100.00% | +55.32% | 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 | 4.08% | 44.4 | 100.00% | +55.32% | 0.00% | 0.00% | 0.00% | 27:31 | 22:01 | 22:01 | 33:01 | 33:01 | 33:01 | 11:00 | 08:08 |
 | Void Stone | 10 | 20.41% | 42.2 | 50.00% | +3.85% | +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 | 16.33% | 40.0 | 50.00% | +3.66% | 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 | 30.61% | 37.8 | 33.33% | -19.61% | +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 | 6.12% | 35.6 | 66.67% | +21.02% | +33.33% | 0.00% | 0.00% | 42:52 | 32:39 | 32:39 | 38:52 | 57:06 | 57:06 | 24:27 | 18:06 |
 | Abyssal Blade | 1 | 2.04% | 33.3 | 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 |
 | Vanguard | 1 | 2.04% | 31.1 | 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 | 2.04% | 28.9 | 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 |
 | Bloodthorn | 1 | 2.04% | 26.7 | 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 |
 | Yasha and Kaya | 1 | 2.04% | 24.4 | 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 |
 | Mage Slayer | 1 | 2.04% | 22.2 | 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 |
 | Wraith Band | 1 | 2.04% | 20.0 | 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 | 4.08% | 17.8 | 50.00% | +3.19% | -50.00% | 0.00% | 0.00% | 24:40 | 21:26 | 21:26 | 27:54 | 27:54 | 27:54 | 06:28 | 04:47 |
 | Magic Wand | 3 | 6.12% | 15.6 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | 18:06 | -01:22 | -01:22 | 25:20 | 30:20 | 30:20 | 31:42 | 23:28 |
 | Nullifier | 6 | 12.24% | 13.3 | 16.67% | -34.49% | -16.67% | +83.33% | 0.00% | 48:10 | 39:13 | 40:36 | 44:03 | 49:55 | 1:09:46 | 09:19 | 06:54 |
 | Chainmail | 1 | 2.04% | 11.1 | 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 |
 | Witch Blade | 1 | 2.04% | 8.9 | 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 |
 | Hand of Midas | 1 | 2.04% | 6.7 | 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 |
 | Revenant's Brooch | 1 | 2.04% | 4.4 | 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 |
 | Diadem | 1 | 2.04% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:10 | 09:10 | 09:10 | 09:10 | 09:10 | 09:10 | 00:00 | 00:00 |