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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 | |
 | Boots of Bearing | 8 | 29.63% | 100.0 | 87.50% | +47.50% | -37.50% | +12.50% | 4.79% | 34:28 | 22:38 | 28:02 | 32:42 | 38:28 | 46:14 | 10:26 | 07:43 |
 | Drum of Endurance | 13 | 48.15% | 98.1 | 69.23% | +29.23% | +30.77% | -2.56% | -6.83% | 19:36 | 11:33 | 16:47 | 17:53 | 21:40 | 30:05 | 04:53 | 03:37 |
 | Ring of Health | 13 | 48.15% | 96.2 | 69.23% | +29.23% | -35.90% | -2.56% | 1.82% | 16:39 | 02:30 | 03:12 | 15:41 | 21:29 | 38:39 | 18:17 | 13:32 |
 | Tranquil Boots | 17 | 62.96% | 94.2 | 64.71% | +28.35% | +35.29% | -39.71% | -23.44% | 09:38 | 05:44 | 06:11 | 08:18 | 09:23 | 27:30 | 03:12 | 02:22 |
 | Magic Stick | 26 | 96.30% | 92.3 | 57.69% | +57.69% | -0.55% | +8.98% | 1.43% | 04:31 | -01:29 | 01:36 | 03:34 | 08:17 | 10:59 | 06:41 | 04:57 |
 | Orb of Venom | 20 | 74.07% | 90.4 | 60.00% | +22.50% | +20.00% | -20.00% | 0.00% | -00:50 | -01:29 | -01:29 | -01:29 | -01:29 | 11:16 | 00:00 | 00:00 |
 | Force Staff | 10 | 37.04% | 88.5 | 70.00% | +25.56% | -3.33% | +30.00% | 2.83% | 25:31 | 13:25 | 19:21 | 23:52 | 31:08 | 44:16 | 11:47 | 08:43 |
 | Boots of Speed | 27 | 100.00% | 86.5 | 55.56% | +55.56% | +30.15% | -26.99% | -19.82% | 05:11 | 01:30 | 03:44 | 05:12 | 06:37 | 08:46 | 02:53 | 02:08 |
 | Wind Lace | 25 | 92.59% | 84.6 | 56.00% | +22.67% | +27.33% | -22.67% | -10.00% | 08:55 | -01:29 | 06:02 | 08:09 | 11:02 | 18:21 | 05:00 | 03:42 |
 | Void Stone | 5 | 18.52% | 82.7 | 80.00% | +32.17% | +20.00% | +20.00% | 0.00% | 31:23 | 16:16 | 16:16 | 33:19 | 37:35 | 38:39 | 21:19 | 15:47 |
 | Headdress | 5 | 18.52% | 80.8 | 80.00% | +32.17% | +20.00% | +20.00% | 0.00% | 22:20 | 14:14 | 14:14 | 19:20 | 27:33 | 33:25 | 13:19 | 09:51 |
 | Pipe of Insight | 5 | 18.52% | 78.8 | 80.00% | +32.17% | +20.00% | +20.00% | 0.00% | 25:36 | 20:09 | 20:09 | 23:32 | 28:38 | 33:52 | 08:29 | 06:17 |
 | Magic Wand | 21 | 77.78% | 76.9 | 52.38% | -4.76% | -32.38% | +7.62% | 14.55% | 10:33 | 02:47 | 08:49 | 10:24 | 11:34 | 19:31 | 02:45 | 02:02 |
 | Chainmail | 19 | 70.37% | 75.0 | 52.63% | -2.93% | -12.63% | +7.37% | 9.23% | 11:00 | 04:44 | 08:42 | 09:56 | 10:52 | 23:06 | 02:10 | 01:36 |
 | Fluffy Hat | 11 | 40.74% | 73.1 | 54.55% | +1.61% | -21.22% | +12.12% | 4.51% | 18:26 | 11:29 | 12:14 | 15:07 | 19:38 | 44:16 | 07:24 | 05:28 |
 | Helm of Iron Will | 6 | 22.22% | 71.2 | 66.67% | +16.67% | -16.67% | +33.33% | 6.88% | 19:34 | 11:41 | 15:38 | 17:45 | 22:54 | 30:39 | 07:16 | 05:22 |
 | Solar Crest | 12 | 44.44% | 69.2 | 50.00% | -6.25% | +16.67% | +16.67% | 0.00% | 20:08 | 15:11 | 16:16 | 18:49 | 23:06 | 26:10 | 06:50 | 05:03 |
 | Medallion of Courage | 12 | 44.44% | 67.3 | 50.00% | -6.25% | -16.67% | +16.67% | 7.72% | 15:42 | 12:05 | 12:53 | 14:36 | 17:12 | 23:06 | 04:19 | 03:11 |
 | Crown | 12 | 44.44% | 65.4 | 50.00% | -6.25% | +16.67% | +16.67% | 0.00% | 18:15 | 13:43 | 15:24 | 16:55 | 20:30 | 25:22 | 05:06 | 03:46 |
 | Ring of Protection | 2 | 7.41% | 63.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:08 | 25:17 | 25:17 | 34:59 | 34:59 | 34:59 | 09:42 | 07:11 |
 | Buckler | 2 | 7.41% | 63.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:08 | 25:17 | 25:17 | 34:59 | 34:59 | 34:59 | 09:42 | 07:11 |
 | Blight Stone | 13 | 48.15% | 59.6 | 46.15% | -13.85% | -12.82% | +20.52% | 5.06% | 14:24 | 09:13 | 10:37 | 13:05 | 17:12 | 23:06 | 06:35 | 04:52 |
 | Vanguard | 7 | 25.93% | 57.7 | 57.14% | +4.76% | -57.14% | +42.86% | 28.57% | 09:43 | 05:26 | 05:48 | 06:07 | 09:18 | 20:54 | 03:30 | 02:35 |
 | Phase Boots | 11 | 40.74% | 55.8 | 45.45% | -13.37% | -12.12% | +21.22% | 22.23% | 09:22 | 06:09 | 08:49 | 09:41 | 10:19 | 12:54 | 01:30 | 01:06 |
 | Crimson Guard | 5 | 18.52% | 53.8 | 60.00% | +7.83% | -60.00% | +40.00% | 16.00% | 20:55 | 15:05 | 15:05 | 18:48 | 21:20 | 31:28 | 06:15 | 04:37 |
 | Lotus Orb | 3 | 11.11% | 51.9 | 66.67% | +14.67% | +33.33% | 0.00% | 0.00% | 36:30 | 31:31 | 31:31 | 38:47 | 39:12 | 39:12 | 07:41 | 05:41 |
 | Scythe of Vyse | 3 | 11.11% | 50.0 | 66.67% | +14.67% | +33.33% | 0.00% | 0.00% | 52:27 | 33:19 | 33:19 | 55:19 | 1:08:43 | 1:08:43 | 35:24 | 26:13 |
 | Quelling Blade | 8 | 29.63% | 48.1 | 37.50% | -22.50% | +62.50% | +12.50% | -50.00% | 05:19 | -01:29 | -01:29 | -01:29 | -01:28 | 33:49 | 00:01 | 00:00 |
 | Heaven's Halberd | 4 | 14.81% | 46.2 | 50.00% | -4.17% | +50.00% | -50.00% | 0.00% | 32:15 | 25:39 | 25:39 | 31:10 | 31:24 | 40:46 | 05:45 | 04:15 |
 | Wraith Band | 4 | 14.81% | 44.2 | 50.00% | -4.17% | -50.00% | +50.00% | 0.00% | 13:41 | 07:57 | 07:57 | 10:38 | 11:25 | 24:42 | 03:28 | 02:34 |
 | Diadem | 1 | 3.70% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.70% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.70% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.70% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.70% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.70% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.70% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.70% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 3.70% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Sange | 5 | 18.52% | 25.0 | 40.00% | -16.52% | +60.00% | -40.00% | -5.30% | 32:25 | 21:29 | 21:29 | 30:19 | 40:21 | 40:35 | 18:52 | 13:58 |
 | Bottle | 2 | 7.41% | 23.1 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 01:40 | 01:20 | 01:20 | 01:59 | 01:59 | 01:59 | 00:39 | 00:28 |
 | Cornucopia | 2 | 7.41% | 21.2 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 27:46 | 19:12 | 19:12 | 36:19 | 36:19 | 36:19 | 17:07 | 12:40 |
 | Aghanim's Scepter | 2 | 7.41% | 19.2 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 19:07 | 14:50 | 14:50 | 23:23 | 23:23 | 23:23 | 08:33 | 06:20 |
 | Black King Bar | 3 | 11.11% | 17.3 | 33.33% | -22.67% | -33.33% | 0.00% | 0.00% | 30:13 | 25:12 | 25:12 | 29:12 | 36:16 | 36:16 | 11:04 | 08:11 |
 | Orchid Malevolence | 1 | 3.70% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.70% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 00:00 | 00:00 |
 | Kaya | 1 | 3.70% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 3.70% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 3.70% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 3.70% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.70% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 00:00 | 00:00 |
 | Yasha | 2 | 7.41% | 1.9 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 32:21 | 28:06 | 28:06 | 36:35 | 36:35 | 36:35 | 08:29 | 06:17 |