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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 | 64 | 78.05% | 100.0 | 53.13% | +25.35% | +3.12% | +3.12% | 0.00% | 17:36 | 09:42 | 13:05 | 16:41 | 18:55 | 1:08:11 | 05:50 | 04:19 |
 | Pipe of Insight | 56 | 68.29% | 98.4 | 53.57% | +18.95% | +10.72% | +3.57% | -1.18% | 19:40 | 13:41 | 16:18 | 19:22 | 22:22 | 33:20 | 06:04 | 04:29 |
 | Shiva's Guard | 4 | 4.88% | 96.7 | 100.00% | +55.13% | 0.00% | 0.00% | 0.00% | 36:34 | 34:31 | 34:31 | 36:49 | 37:22 | 37:33 | 02:51 | 02:06 |
 | Buckler | 72 | 87.80% | 95.1 | 51.39% | +31.39% | +20.83% | -12.50% | -5.70% | 17:30 | 09:49 | 14:01 | 16:40 | 19:52 | 36:30 | 05:51 | 04:20 |
 | Vladmir's Offering | 15 | 18.29% | 93.4 | 66.67% | +23.39% | -16.67% | -41.67% | -4.27% | 23:04 | 18:51 | 19:21 | 23:33 | 25:12 | 29:19 | 05:51 | 04:20 |
 | Morbid Mask | 15 | 18.29% | 91.8 | 66.67% | +23.39% | -16.67% | -16.67% | 0.00% | 22:19 | 17:54 | 18:58 | 22:36 | 25:06 | 29:01 | 06:08 | 04:32 |
 | Hood of Defiance | 56 | 68.29% | 90.2 | 51.79% | +13.33% | +5.35% | -1.79% | -1.16% | 16:17 | 09:53 | 12:33 | 16:18 | 18:43 | 33:20 | 06:10 | 04:34 |
 | Guardian Greaves | 68 | 82.93% | 88.5 | 50.00% | +14.29% | +20.59% | -20.59% | -7.63% | 19:08 | 13:13 | 16:01 | 17:59 | 21:25 | 36:30 | 05:24 | 04:00 |
 | Arcane Boots | 78 | 95.12% | 86.9 | 48.72% | +23.72% | +11.28% | -22.40% | -17.88% | 07:08 | 04:45 | 06:13 | 06:47 | 08:06 | 11:43 | 01:53 | 01:23 |
 | Headdress | 79 | 96.34% | 85.2 | 48.10% | +14.77% | +6.90% | -8.10% | -4.43% | 12:02 | 07:12 | 10:05 | 11:42 | 13:28 | 20:11 | 03:23 | 02:30 |
 | Soul Ring | 77 | 93.90% | 83.6 | 48.05% | +8.05% | +9.84% | -5.94% | -9.66% | 08:49 | 03:53 | 07:54 | 08:47 | 09:32 | 13:08 | 01:38 | 01:12 |
 | Ring of Protection | 82 | 100.00% | 82.0 | 47.56% | +47.56% | +4.82% | -12.56% | -8.34% | 07:47 | -01:29 | 06:49 | 07:34 | 08:54 | 20:52 | 02:05 | 01:32 |
 | Boots of Speed | 82 | 100.00% | 80.3 | 47.56% | +47.56% | +0.06% | -22.56% | -11.91% | 04:21 | 01:49 | 03:11 | 04:20 | 05:05 | 09:01 | 01:54 | 01:24 |
 | Chainmail | 73 | 89.02% | 78.7 | 47.95% | +3.51% | +13.16% | +7.61% | -1.08% | 13:08 | 07:47 | 10:15 | 11:48 | 15:23 | 22:06 | 05:08 | 03:48 |
 | Mekansm | 73 | 89.02% | 77.0 | 47.95% | +3.51% | +24.27% | +2.05% | -5.01% | 14:24 | 09:27 | 12:02 | 13:26 | 16:28 | 22:06 | 04:26 | 03:17 |
 | Void Stone | 40 | 48.78% | 75.4 | 52.50% | +9.64% | +7.50% | -12.50% | -2.35% | 28:17 | 09:02 | 23:39 | 26:24 | 32:09 | 57:08 | 08:30 | 06:17 |
 | Ring of Basilius | 16 | 19.51% | 73.8 | 62.50% | +18.56% | +37.50% | -62.50% | -11.63% | 23:55 | 15:46 | 16:49 | 22:35 | 25:25 | 55:40 | 08:36 | 06:22 |
 | Wraith Pact | 12 | 14.63% | 72.1 | 66.67% | +22.38% | -33.34% | -33.34% | 0.00% | 25:23 | 21:16 | 22:12 | 23:32 | 27:25 | 35:53 | 05:13 | 03:51 |
 | Aeon Disk | 10 | 12.20% | 70.5 | 70.00% | +25.56% | +30.00% | -20.00% | -3.55% | 47:27 | 31:19 | 40:24 | 50:25 | 54:30 | 59:55 | 14:06 | 10:26 |
 | Lotus Orb | 10 | 12.20% | 68.9 | 70.00% | +25.56% | -3.33% | -20.00% | -2.79% | 28:37 | 23:18 | 25:44 | 28:27 | 31:43 | 32:10 | 05:59 | 04:25 |
 | Wraith Band | 64 | 78.05% | 67.2 | 46.88% | -3.12% | +9.37% | -3.13% | -12.50% | 01:41 | -01:29 | 01:28 | 02:01 | 02:24 | 06:15 | 00:56 | 00:41 |
 | Scythe of Vyse | 28 | 34.15% | 65.6 | 53.57% | +9.13% | +17.86% | +3.57% | -1.50% | 36:07 | 23:31 | 30:35 | 34:11 | 40:05 | 57:08 | 09:30 | 07:02 |
 | Magic Wand | 50 | 60.98% | 63.9 | 46.00% | -4.00% | +0.15% | +12.33% | 1.39% | 05:32 | -01:29 | -01:29 | 04:31 | 10:13 | 25:29 | 11:42 | 08:40 |
 | Aghanim's Shard | 3 | 3.66% | 62.3 | 100.00% | +54.43% | 0.00% | 0.00% | 0.00% | 52:24 | 41:00 | 41:00 | 51:38 | 1:04:33 | 1:04:33 | 23:33 | 17:26 |
 | Magic Stick | 39 | 47.56% | 60.7 | 46.15% | -2.69% | -16.15% | +13.85% | 8.45% | 03:32 | -01:29 | -01:29 | 02:31 | 05:02 | 25:29 | 06:31 | 04:49 |
 | Quelling Blade | 50 | 60.98% | 59.0 | 44.00% | -9.13% | +9.85% | +6.00% | -3.85% | -01:13 | -01:29 | -01:29 | -01:29 | -01:28 | 01:33 | 00:01 | 00:00 |
 | Assault Cuirass | 7 | 8.54% | 57.4 | 71.43% | +26.10% | -21.43% | +28.57% | 0.00% | 37:00 | 30:28 | 30:35 | 35:21 | 36:27 | 50:52 | 05:52 | 04:20 |
 | Black King Bar | 19 | 23.17% | 55.7 | 52.63% | +6.60% | -32.63% | -12.63% | 1.22% | 38:52 | 17:06 | 29:46 | 35:37 | 46:11 | 1:09:10 | 16:25 | 12:09 |
 | Wind Lace | 23 | 28.05% | 54.1 | 39.13% | -11.72% | +10.87% | +10.87% | 0.00% | 05:21 | -01:29 | -01:29 | 03:22 | 04:49 | 45:42 | 06:18 | 04:40 |
 | Skull Basher | 2 | 2.44% | 52.5 | 100.00% | +53.75% | 0.00% | 0.00% | 0.00% | 31:52 | 27:59 | 27:59 | 35:44 | 35:44 | 35:44 | 07:45 | 05:44 |
 | Aghanim's Scepter | 10 | 12.20% | 50.8 | 50.00% | +2.78% | -16.67% | 0.00% | 1.60% | 37:59 | 29:26 | 30:42 | 33:35 | 41:06 | 1:03:05 | 10:24 | 07:42 |
 | Heaven's Halberd | 12 | 14.63% | 49.2 | 41.67% | -6.90% | -8.34% | -8.34% | 0.00% | 30:53 | 22:44 | 26:51 | 29:47 | 31:44 | 50:14 | 04:53 | 03:37 |
 | Sange | 14 | 17.07% | 47.5 | 35.71% | -14.29% | -10.71% | -2.38% | 1.77% | 28:26 | 20:25 | 23:59 | 26:11 | 28:41 | 50:13 | 04:42 | 03:28 |
 | Vanguard | 3 | 3.66% | 45.9 | 66.67% | +19.83% | -66.67% | 0.00% | 0.00% | 22:32 | 16:24 | 16:24 | 20:38 | 30:35 | 30:35 | 14:11 | 10:30 |
 | Octarine Core | 1 | 1.22% | 44.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.22% | 42.6 | 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 |
 | Refresher Orb | 1 | 1.22% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:12 | 1:08:12 | 1:08:12 | 1:08:12 | 1:08:12 | 1:08:12 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.22% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:05 | 1:03:05 | 1:03:05 | 1:03:05 | 1:03:05 | 1:03:05 | 00:00 | 00:00 |
 | Radiance | 1 | 1.22% | 37.7 | 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 |
 | Boots of Travel | 1 | 1.22% | 36.1 | 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 |
 | Blight Stone | 7 | 8.54% | 34.4 | 28.57% | -20.76% | +21.43% | -28.57% | 0.00% | 03:08 | 01:32 | 02:00 | 02:56 | 04:11 | 04:49 | 02:11 | 01:37 |
 | Sange and Yasha | 2 | 2.44% | 32.8 | 50.00% | +2.50% | -50.00% | 0.00% | 0.00% | 35:31 | 22:57 | 22:57 | 48:05 | 48:05 | 48:05 | 25:08 | 18:37 |
 | Orchid Malevolence | 2 | 2.44% | 31.1 | 50.00% | +2.50% | +50.00% | 0.00% | 0.00% | 14:06 | 13:54 | 13:54 | 14:17 | 14:17 | 14:17 | 00:23 | 00:17 |
 | Helm of Iron Will | 2 | 2.44% | 29.5 | 50.00% | +2.50% | -50.00% | 0.00% | 0.00% | 14:41 | 11:40 | 11:40 | 17:41 | 17:41 | 17:41 | 06:01 | 04:27 |
 | Crimson Guard | 2 | 2.44% | 27.9 | 50.00% | +2.50% | -50.00% | 0.00% | 0.00% | 19:07 | 17:31 | 17:31 | 20:43 | 20:43 | 20:43 | 03:12 | 02:22 |
 | Mage Slayer | 2 | 2.44% | 26.2 | 50.00% | +2.50% | -50.00% | 0.00% | 0.00% | 24:51 | 24:30 | 24:30 | 25:12 | 25:12 | 25:12 | 00:42 | 00:31 |
 | Aether Lens | 3 | 3.66% | 24.6 | 33.33% | -14.77% | -33.33% | 0.00% | 0.00% | 45:14 | 41:46 | 41:46 | 42:04 | 51:52 | 51:52 | 10:06 | 07:28 |
 | Linken's Sphere | 3 | 3.66% | 23.0 | 33.33% | -14.77% | -33.33% | 0.00% | 0.00% | 46:11 | 38:13 | 38:13 | 46:44 | 53:37 | 53:37 | 15:24 | 11:24 |
 | Power Treads | 4 | 4.88% | 21.3 | 25.00% | -23.72% | -25.00% | -25.00% | 0.00% | 09:34 | 08:28 | 08:28 | 08:44 | 10:19 | 10:43 | 01:51 | 01:22 |
 | Orb of Corrosion | 3 | 3.66% | 19.7 | 0.00% | -49.37% | 0.00% | 0.00% | 0.00% | 05:12 | 04:22 | 04:22 | 04:53 | 06:22 | 06:22 | 02:00 | 01:28 |
 | Wind Waker | 1 | 1.22% | 18.0 | 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 |
 | Fluffy Hat | 4 | 4.88% | 16.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 03:16 | 01:33 | 01:33 | 02:23 | 03:13 | 05:55 | 01:40 | 01:14 |
 | Urn of Shadows | 1 | 1.22% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.22% | 13.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 00:00 | 00:00 |
 | Crown | 1 | 1.22% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:40 | 55:40 | 55:40 | 55:40 | 55:40 | 55:40 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 1.22% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.22% | 8.2 | 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 | 4 | 4.88% | 6.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 03:05 | 02:28 | 02:28 | 02:36 | 03:37 | 03:39 | 01:09 | 00:51 |
 | Yasha | 1 | 1.22% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 2.44% | 3.3 | 0.00% | -48.75% | 0.00% | 0.00% | 0.00% | 44:22 | 42:48 | 42:48 | 45:56 | 45:56 | 45:56 | 03:08 | 02:19 |
 | Veil of Discord | 1 | 1.22% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:41 | 55:41 | 55:41 | 55:41 | 55:41 | 55:41 | 00:00 | 00:00 |