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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 Health | 44 | 77.19% | 100.0 | 54.55% | +31.47% | 0.00% | +9.09% | 1.60% | 17:02 | 09:42 | 13:05 | 16:05 | 18:46 | 33:20 | 05:41 | 04:12 |
 | Pipe of Insight | 38 | 66.67% | 98.0 | 55.26% | +23.68% | +14.74% | +11.41% | -0.53% | 19:43 | 13:41 | 16:14 | 19:16 | 22:34 | 33:20 | 06:20 | 04:41 |
 | Buckler | 50 | 87.72% | 96.0 | 52.00% | +37.71% | +24.92% | -10.33% | -5.92% | 17:17 | 09:49 | 13:55 | 16:40 | 19:52 | 32:42 | 05:57 | 04:24 |
 | Hood of Defiance | 37 | 64.91% | 94.0 | 54.05% | +19.05% | +12.62% | +1.51% | -1.75% | 16:14 | 09:53 | 12:12 | 15:37 | 18:33 | 33:20 | 06:21 | 04:42 |
 | Arcane Boots | 54 | 94.74% | 92.0 | 48.15% | +14.82% | +8.99% | -32.77% | -27.53% | 06:57 | 04:45 | 06:08 | 06:32 | 07:39 | 10:31 | 01:31 | 01:07 |
 | Ring of Protection | 57 | 100.00% | 90.0 | 47.37% | +47.37% | +16.92% | -33.08% | -22.22% | 07:43 | -01:22 | 06:31 | 07:28 | 08:46 | 20:52 | 02:15 | 01:40 |
 | Boots of Speed | 57 | 100.00% | 88.0 | 47.37% | +47.37% | +9.77% | -25.94% | -17.56% | 04:15 | 01:49 | 03:00 | 04:12 | 05:02 | 09:01 | 02:02 | 01:30 |
 | Guardian Greaves | 47 | 82.46% | 86.0 | 48.94% | +8.94% | +17.73% | -15.61% | -6.23% | 18:41 | 13:13 | 15:49 | 17:48 | 21:10 | 26:40 | 05:21 | 03:57 |
 | Soul Ring | 55 | 96.49% | 84.0 | 47.27% | -2.73% | +17.02% | -18.70% | -24.63% | 08:42 | 03:53 | 07:48 | 08:43 | 09:15 | 13:08 | 01:27 | 01:04 |
 | Headdress | 55 | 96.49% | 82.0 | 47.27% | -2.73% | +2.73% | -11.56% | -4.40% | 11:50 | 07:12 | 09:53 | 11:22 | 13:08 | 19:03 | 03:15 | 02:24 |
 | Mekansm | 51 | 89.47% | 80.0 | 47.06% | -2.94% | +14.48% | +6.79% | -1.95% | 14:21 | 09:37 | 12:00 | 13:11 | 15:57 | 22:02 | 03:57 | 02:55 |
 | Chainmail | 51 | 89.47% | 78.0 | 47.06% | -2.94% | +14.48% | -0.91% | -3.08% | 12:55 | 07:47 | 10:08 | 11:43 | 15:08 | 20:58 | 05:00 | 03:42 |
 | Scythe of Vyse | 18 | 31.58% | 76.0 | 55.56% | +11.97% | +24.44% | -30.56% | -6.20% | 33:59 | 23:31 | 28:46 | 33:21 | 37:38 | 44:39 | 08:52 | 06:34 |
 | Lotus Orb | 7 | 12.28% | 74.0 | 71.43% | +27.43% | -21.43% | -21.43% | 0.00% | 29:27 | 23:18 | 25:44 | 30:46 | 31:43 | 32:10 | 05:59 | 04:25 |
 | Wraith Band | 43 | 75.44% | 72.0 | 44.19% | -12.95% | +1.26% | -7.83% | -8.52% | 01:39 | -01:29 | 01:28 | 02:02 | 02:32 | 06:15 | 01:04 | 00:47 |
 | Magic Wand | 32 | 56.14% | 70.0 | 46.88% | -1.12% | +15.62% | +15.62% | 0.00% | 05:27 | -01:29 | -01:29 | 05:06 | 10:09 | 14:49 | 11:38 | 08:37 |
 | Void Stone | 27 | 47.37% | 68.0 | 48.15% | +1.48% | +8.99% | -33.86% | -4.72% | 26:59 | 09:02 | 22:50 | 26:24 | 31:55 | 45:56 | 09:05 | 06:43 |
 | Vladmir's Offering | 12 | 21.05% | 66.0 | 58.33% | +13.89% | -25.00% | -58.33% | -4.76% | 22:56 | 18:51 | 19:00 | 20:14 | 26:00 | 29:19 | 07:00 | 05:11 |
 | Ring of Basilius | 12 | 21.05% | 64.0 | 58.33% | +13.89% | +41.67% | -58.33% | -11.41% | 21:22 | 15:46 | 16:39 | 18:17 | 25:25 | 29:01 | 08:46 | 06:29 |
 | Morbid Mask | 12 | 21.05% | 62.0 | 58.33% | +13.89% | +8.34% | -25.00% | -4.90% | 22:00 | 17:54 | 18:09 | 19:11 | 24:57 | 29:01 | 06:48 | 05:02 |
 | Quelling Blade | 37 | 64.91% | 60.0 | 40.54% | -19.46% | -7.21% | +3.90% | 11.11% | -01:08 | -01:29 | -01:29 | -01:29 | -01:28 | 01:33 | 00:01 | 00:00 |
 | Magic Stick | 26 | 45.61% | 58.0 | 42.31% | -9.30% | -13.74% | +24.36% | 9.94% | 03:06 | -01:29 | -01:28 | 02:36 | 05:18 | 11:46 | 06:46 | 05:00 |
 | Aeon Disk | 6 | 10.53% | 56.0 | 66.67% | +21.57% | +33.33% | -66.67% | 0.00% | 46:52 | 32:46 | 40:24 | 44:42 | 54:30 | 58:24 | 14:06 | 10:26 |
 | Wind Lace | 20 | 35.09% | 54.0 | 45.00% | -3.65% | -5.00% | +15.00% | 6.00% | 05:29 | -01:29 | -01:29 | 02:41 | 04:49 | 45:42 | 06:18 | 04:40 |
 | Wraith Pact | 9 | 15.79% | 52.0 | 55.56% | +9.73% | -5.56% | -55.56% | -8.26% | 25:15 | 21:16 | 21:42 | 22:42 | 27:45 | 35:53 | 06:03 | 04:28 |
 | Black King Bar | 12 | 21.05% | 50.0 | 50.00% | +3.33% | -16.67% | -16.67% | 0.00% | 40:26 | 21:11 | 29:46 | 34:33 | 46:28 | 1:09:10 | 16:42 | 12:22 |
 | Aghanim's Shard | 2 | 3.51% | 48.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 46:19 | 41:00 | 41:00 | 51:38 | 51:38 | 51:38 | 10:38 | 07:52 |
 | Skull Basher | 2 | 3.51% | 46.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 31:52 | 27:59 | 27:59 | 35:44 | 35:44 | 35:44 | 07:45 | 05:44 |
 | Assault Cuirass | 5 | 8.77% | 44.0 | 60.00% | +13.85% | -60.00% | +40.00% | 0.00% | 38:48 | 30:35 | 30:35 | 36:27 | 40:45 | 50:52 | 10:10 | 07:31 |
 | Vanguard | 3 | 5.26% | 42.0 | 66.67% | +20.37% | -66.67% | 0.00% | 0.00% | 22:32 | 16:24 | 16:24 | 20:38 | 30:35 | 30:35 | 14:11 | 10:30 |
 | Aghanim's Scepter | 8 | 14.04% | 40.0 | 37.50% | -11.48% | +12.50% | +12.50% | 0.00% | 35:37 | 29:26 | 30:04 | 33:35 | 37:50 | 47:11 | 07:46 | 05:45 |
 | Boots of Travel | 1 | 1.75% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.75% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.75% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Radiance | 1 | 1.75% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Blight Stone | 5 | 8.77% | 30.0 | 40.00% | -8.08% | +60.00% | -40.00% | 0.00% | 02:57 | 01:32 | 01:32 | 02:15 | 04:11 | 04:49 | 02:39 | 01:57 |
 | Heaven's Halberd | 8 | 14.04% | 28.0 | 25.00% | -26.02% | -25.00% | -25.00% | 0.00% | 28:51 | 22:44 | 26:25 | 27:24 | 30:45 | 34:13 | 04:20 | 03:12 |
 | Sange | 9 | 15.79% | 26.0 | 22.22% | -29.86% | -22.22% | -22.22% | 0.00% | 27:15 | 20:25 | 23:20 | 26:47 | 28:41 | 36:48 | 05:21 | 03:57 |
 | Orchid Malevolence | 2 | 3.51% | 24.0 | 50.00% | +2.73% | +50.00% | 0.00% | 0.00% | 14:06 | 13:54 | 13:54 | 14:17 | 14:17 | 14:17 | 00:23 | 00:17 |
 | Crimson Guard | 2 | 3.51% | 22.0 | 50.00% | +2.73% | -50.00% | 0.00% | 0.00% | 19:07 | 17:31 | 17:31 | 20:43 | 20:43 | 20:43 | 03:12 | 02:22 |
 | Helm of Iron Will | 2 | 3.51% | 20.0 | 50.00% | +2.73% | -50.00% | 0.00% | 0.00% | 14:41 | 11:40 | 11:40 | 17:41 | 17:41 | 17:41 | 06:01 | 04:27 |
 | Power Treads | 3 | 5.26% | 18.0 | 33.33% | -14.82% | +66.67% | 0.00% | 0.00% | 09:55 | 08:44 | 08:44 | 10:19 | 10:43 | 10:43 | 01:59 | 01:28 |
 | Fluffy Hat | 1 | 1.75% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:55 | 05:55 | 05:55 | 05:55 | 05:55 | 05:55 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.75% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 3.51% | 12.0 | 0.00% | -49.09% | 0.00% | 0.00% | 0.00% | 44:22 | 42:48 | 42:48 | 45:56 | 45:56 | 45:56 | 03:08 | 02:19 |
 | Orb of Corrosion | 1 | 1.75% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.75% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.75% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 3.51% | 4.0 | 0.00% | -49.09% | 0.00% | 0.00% | 0.00% | 03:38 | 03:37 | 03:37 | 03:39 | 03:39 | 03:39 | 00:02 | 00:01 |
 | Linken's Sphere | 2 | 3.51% | 2.0 | 0.00% | -49.09% | 0.00% | 0.00% | 0.00% | 42:29 | 38:13 | 38:13 | 46:44 | 46:44 | 46:44 | 08:31 | 06:18 |