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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 | |
 | Force Staff | 12 | 32.43% | 100.0 | 83.33% | +39.33% | +16.67% | -16.66% | -2.49% | 28:19 | 17:37 | 20:52 | 25:43 | 34:14 | 48:04 | 13:22 | 09:54 |
 | Wind Lace | 30 | 81.08% | 98.1 | 66.67% | +52.38% | +8.33% | -9.53% | -5.44% | 10:04 | 03:48 | 06:48 | 08:21 | 10:05 | 37:42 | 03:17 | 02:25 |
 | Tranquil Boots | 18 | 48.65% | 96.2 | 72.22% | +30.11% | -12.22% | +2.78% | 3.56% | 13:02 | 07:32 | 09:36 | 10:37 | 13:49 | 38:08 | 04:13 | 03:07 |
 | Solar Crest | 7 | 18.92% | 94.3 | 85.71% | +35.71% | -35.71% | +14.29% | 4.98% | 24:56 | 16:47 | 16:57 | 22:46 | 26:59 | 43:46 | 10:02 | 07:25 |
 | Magic Wand | 30 | 81.08% | 92.5 | 63.33% | +34.76% | +11.67% | -6.19% | -5.18% | 09:36 | 01:38 | 08:13 | 09:31 | 11:40 | 16:00 | 03:27 | 02:33 |
 | Diadem | 4 | 10.81% | 90.6 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 15:54 | 13:09 | 13:09 | 16:03 | 16:36 | 17:48 | 03:27 | 02:33 |
 | Phylactery | 4 | 10.81% | 88.7 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 16:33 | 14:07 | 14:07 | 16:38 | 17:07 | 18:21 | 03:00 | 02:13 |
 | Fluffy Hat | 14 | 37.84% | 86.8 | 71.43% | +23.60% | +3.57% | -38.10% | -3.97% | 19:56 | 08:20 | 12:35 | 18:37 | 23:05 | 36:17 | 10:30 | 07:46 |
 | Drum of Endurance | 14 | 37.84% | 84.9 | 71.43% | +23.60% | +3.57% | -4.76% | -0.95% | 22:25 | 15:17 | 16:25 | 20:23 | 25:11 | 37:43 | 08:46 | 06:29 |
 | Orb of Venom | 27 | 72.97% | 83.0 | 62.96% | +22.96% | -5.82% | -5.82% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Bearing | 9 | 24.32% | 81.1 | 77.78% | +27.78% | +22.22% | -27.78% | -3.83% | 35:03 | 25:51 | 26:28 | 35:31 | 39:31 | 45:59 | 13:03 | 09:40 |
 | Blight Stone | 9 | 24.32% | 79.2 | 77.78% | +27.78% | -27.78% | +22.22% | 4.41% | 19:24 | 11:56 | 13:14 | 20:15 | 24:35 | 27:50 | 11:21 | 08:24 |
 | Ring of Health | 18 | 48.65% | 77.4 | 66.67% | +19.30% | -46.67% | +8.33% | 2.65% | 12:53 | 00:08 | 01:05 | 13:56 | 21:51 | 27:52 | 20:46 | 15:22 |
 | Magic Stick | 32 | 86.49% | 75.5 | 59.38% | +19.38% | +3.12% | -9.38% | -2.02% | 05:40 | -01:29 | 02:15 | 04:20 | 08:27 | 15:24 | 06:12 | 04:35 |
 | Boots of Speed | 37 | 100.00% | 73.6 | 56.76% | +56.76% | +9.91% | +9.91% | 0.00% | 05:25 | -01:29 | 04:14 | 05:32 | 06:32 | 08:51 | 02:18 | 01:42 |
 | Crown | 6 | 16.22% | 71.7 | 83.33% | +31.72% | -33.33% | +16.67% | 5.19% | 19:26 | 13:14 | 14:17 | 16:20 | 23:55 | 27:21 | 09:38 | 07:08 |
 | Medallion of Courage | 8 | 21.62% | 69.8 | 75.00% | +23.28% | -25.00% | +25.00% | 4.05% | 20:54 | 11:56 | 13:14 | 20:15 | 25:34 | 30:52 | 12:20 | 09:08 |
 | Void Stone | 11 | 29.73% | 67.9 | 63.64% | +9.79% | +3.03% | -30.31% | -2.06% | 25:56 | 10:26 | 13:27 | 26:02 | 29:39 | 1:02:50 | 16:12 | 12:00 |
 | Pipe of Insight | 14 | 37.84% | 66.0 | 57.14% | +0.62% | -32.14% | +9.53% | 4.10% | 21:27 | 11:53 | 17:30 | 20:09 | 27:40 | 32:10 | 10:10 | 07:31 |
 | Chainmail | 20 | 54.05% | 64.2 | 50.00% | -14.71% | -10.00% | +10.00% | 2.83% | 13:23 | 05:23 | 07:07 | 11:56 | 14:11 | 30:39 | 07:04 | 05:14 |
 | Headdress | 16 | 43.24% | 62.3 | 50.00% | -11.90% | -25.00% | 0.00% | 2.65% | 17:26 | 10:20 | 11:30 | 15:35 | 20:57 | 30:47 | 09:27 | 07:00 |
 | Lotus Orb | 6 | 16.22% | 60.4 | 66.67% | +11.83% | -16.67% | -66.67% | -7.81% | 26:56 | 15:32 | 25:08 | 27:06 | 31:32 | 32:14 | 06:24 | 04:44 |
 | Buckler | 4 | 10.81% | 58.5 | 75.00% | +20.45% | +25.00% | +25.00% | 0.00% | 26:17 | 14:43 | 14:43 | 21:09 | 27:36 | 41:41 | 12:53 | 09:32 |
 | Hood of Defiance | 2 | 5.41% | 56.6 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 25:02 | 19:57 | 19:57 | 30:06 | 30:06 | 30:06 | 10:09 | 07:31 |
 | Phase Boots | 12 | 32.43% | 54.7 | 41.67% | -22.33% | +25.00% | -8.34% | -7.97% | 10:30 | 06:47 | 07:47 | 09:03 | 11:58 | 18:48 | 04:11 | 03:05 |
 | Black King Bar | 6 | 16.22% | 52.8 | 50.00% | -8.06% | 0.00% | +50.00% | 5.86% | 43:01 | 28:59 | 35:35 | 36:14 | 44:07 | 1:11:02 | 08:32 | 06:19 |
 | Ring of Protection | 10 | 27.03% | 50.9 | 40.00% | -22.96% | -6.67% | +10.00% | 3.86% | 11:31 | 01:26 | 08:16 | 08:59 | 12:35 | 27:36 | 04:19 | 03:11 |
 | Helm of Iron Will | 3 | 8.11% | 49.1 | 66.67% | +10.79% | +33.33% | 0.00% | 0.00% | 24:29 | 18:29 | 18:29 | 26:47 | 28:11 | 28:11 | 09:42 | 07:11 |
 | Arcane Boots | 3 | 8.11% | 47.2 | 66.67% | +10.79% | +33.33% | 0.00% | 0.00% | 13:42 | 08:09 | 08:09 | 15:20 | 17:37 | 17:37 | 09:28 | 07:00 |
 | Crimson Guard | 3 | 8.11% | 45.3 | 66.67% | +10.79% | +33.33% | 0.00% | 0.00% | 26:27 | 23:54 | 23:54 | 26:50 | 28:36 | 28:36 | 04:42 | 03:28 |
 | Vanguard | 8 | 21.62% | 43.4 | 37.50% | -24.57% | +12.50% | +62.50% | 40.54% | 08:01 | 03:07 | 04:05 | 04:18 | 05:19 | 22:25 | 01:14 | 00:54 |
 | Sange | 4 | 10.81% | 41.5 | 50.00% | -7.58% | +50.00% | -50.00% | 0.00% | 27:03 | 25:07 | 25:07 | 25:59 | 26:08 | 30:58 | 01:01 | 00:45 |
 | Ring of Basilius | 1 | 2.70% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:42 | 41:42 | 41:42 | 41:42 | 41:42 | 41:42 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.70% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:42 | 41:42 | 41:42 | 41:42 | 41:42 | 41:42 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.70% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 2.70% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.70% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.70% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:42 | 41:42 | 41:42 | 41:42 | 41:42 | 41:42 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.70% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.70% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.70% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Spirit Vessel | 6 | 16.22% | 22.6 | 33.33% | -27.96% | +66.67% | -33.33% | -11.67% | 19:15 | 13:48 | 15:16 | 15:31 | 23:50 | 25:20 | 08:34 | 06:20 |
 | Urn of Shadows | 6 | 16.22% | 20.8 | 33.33% | -27.96% | +16.67% | -33.33% | -13.57% | 09:41 | 04:58 | 07:33 | 09:21 | 11:14 | 13:57 | 03:41 | 02:43 |
 | Scythe of Vyse | 2 | 5.41% | 18.9 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 60:34 | 58:18 | 58:18 | 1:02:50 | 1:02:50 | 1:02:50 | 04:32 | 03:21 |
 | Cornucopia | 2 | 5.41% | 17.0 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 29:50 | 20:56 | 20:56 | 38:43 | 38:43 | 38:43 | 17:47 | 13:10 |
 | Heaven's Halberd | 3 | 8.11% | 15.1 | 33.33% | -25.49% | -33.33% | 0.00% | 0.00% | 31:56 | 30:30 | 30:30 | 31:11 | 34:06 | 34:06 | 03:36 | 02:40 |
 | Pavise | 3 | 8.11% | 13.2 | 33.33% | -25.49% | -33.33% | 0.00% | 0.00% | 19:28 | 12:26 | 12:26 | 13:34 | 32:23 | 32:23 | 19:57 | 14:46 |
 | Mekansm | 1 | 2.70% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:58 | 16:58 | 16:58 | 16:58 | 16:58 | 16:58 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.70% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:18 | 07:18 | 07:18 | 07:18 | 07:18 | 07:18 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.70% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:26 | 13:26 | 13:26 | 13:26 | 13:26 | 13:26 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.70% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:41 | 21:41 | 21:41 | 21:41 | 21:41 | 21:41 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 2.70% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Quelling Blade | 4 | 10.81% | 1.9 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | 11:49 | -01:29 | -01:29 | 08:43 | 08:44 | 31:17 | 10:13 | 07:34 |