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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 | |
 | Bracer | 4 | 28.57% | 100.0 | 75.00% | +65.00% | +25.00% | +25.00% | 0.00% | 02:13 | -01:29 | -01:29 | 01:45 | 01:48 | 06:46 | 03:17 | 02:25 |
 | Pipe of Insight | 8 | 57.14% | 97.7 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 20:14 | 15:26 | 16:45 | 19:25 | 22:01 | 26:34 | 05:16 | 03:54 |
 | Void Stone | 6 | 42.86% | 95.5 | 50.00% | +37.50% | +50.00% | +50.00% | 0.00% | 32:40 | 15:09 | 23:08 | 37:27 | 40:41 | 41:45 | 17:33 | 13:00 |
 | Rod of Atos | 7 | 50.00% | 93.2 | 42.86% | +28.57% | +7.14% | +7.14% | 0.00% | 17:26 | 11:15 | 13:08 | 16:59 | 19:09 | 23:55 | 06:01 | 04:27 |
 | Hood of Defiance | 12 | 85.71% | 90.9 | 33.33% | +33.33% | +33.34% | -33.33% | -14.87% | 13:45 | 09:24 | 10:50 | 12:50 | 15:19 | 22:03 | 04:29 | 03:19 |
 | Headdress | 12 | 85.71% | 88.6 | 33.33% | +33.33% | 0.00% | -33.33% | -4.84% | 15:06 | 02:36 | 12:24 | 14:59 | 19:17 | 21:34 | 06:53 | 05:05 |
 | Ring of Health | 14 | 100.00% | 86.4 | 28.57% | +28.57% | +21.43% | -28.57% | -8.77% | 11:01 | 03:40 | 08:54 | 09:56 | 14:36 | 21:44 | 05:42 | 04:13 |
 | Boots of Speed | 14 | 100.00% | 84.1 | 28.57% | +28.57% | -3.57% | -28.57% | -12.30% | 04:14 | 00:59 | 03:03 | 03:41 | 05:05 | 10:54 | 02:02 | 01:30 |
 | Soul Ring | 9 | 64.29% | 81.8 | 33.33% | +13.33% | +16.67% | -33.33% | -7.87% | 06:02 | 02:02 | 02:42 | 04:59 | 09:03 | 12:41 | 06:21 | 04:42 |
 | Chainmail | 11 | 78.57% | 79.5 | 27.27% | -6.06% | +6.06% | +39.40% | 4.21% | 11:45 | 03:56 | 07:12 | 10:39 | 15:07 | 20:46 | 07:55 | 05:51 |
 | Magic Wand | 11 | 78.57% | 77.3 | 27.27% | -6.06% | +6.06% | -27.27% | -8.26% | 10:30 | 03:58 | 07:07 | 09:18 | 11:09 | 21:08 | 04:02 | 02:59 |
 | Crown | 11 | 78.57% | 75.0 | 27.27% | -6.06% | +6.06% | -27.27% | -2.68% | 18:34 | 06:50 | 10:52 | 16:28 | 23:18 | 36:09 | 12:26 | 09:12 |
 | Crimson Guard | 1 | 7.14% | 72.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 7.14% | 70.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 7.14% | 68.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 00:00 | 00:00 |
 | Magic Stick | 12 | 85.71% | 65.9 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 04:40 | 00:50 | 00:51 | 03:54 | 06:47 | 10:05 | 05:56 | 04:23 |
 | Quelling Blade | 12 | 85.71% | 63.6 | 25.00% | -25.00% | +8.33% | +41.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lotus Orb | 5 | 35.71% | 61.4 | 40.00% | +17.78% | +60.00% | +60.00% | 0.00% | 37:30 | 28:15 | 28:15 | 37:49 | 40:43 | 43:02 | 12:28 | 09:14 |
 | Ring of Protection | 13 | 92.86% | 59.1 | 23.08% | -76.92% | +10.25% | -23.08% | -4.57% | 05:03 | -01:29 | -01:29 | -01:29 | 08:47 | 26:39 | 10:16 | 07:36 |
 | Mekansm | 6 | 42.86% | 56.8 | 33.33% | +8.33% | -33.33% | +66.67% | 20.98% | 17:33 | 13:08 | 14:32 | 17:36 | 19:18 | 21:50 | 04:46 | 03:31 |
 | Arcane Boots | 7 | 50.00% | 54.5 | 28.57% | 0.00% | +21.43% | +21.43% | 0.00% | 11:18 | 05:58 | 06:05 | 07:47 | 13:04 | 19:32 | 06:59 | 05:10 |
 | Heaven's Halberd | 2 | 14.29% | 52.3 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 26:41 | 21:22 | 21:22 | 31:59 | 31:59 | 31:59 | 10:37 | 07:51 |
 | Sange | 2 | 14.29% | 50.0 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 26:30 | 21:01 | 21:01 | 31:59 | 31:59 | 31:59 | 10:58 | 08:07 |
 | Aghanim's Shard | 2 | 14.29% | 47.7 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 48:37 | 41:15 | 41:15 | 55:59 | 55:59 | 55:59 | 14:44 | 10:54 |
 | Black King Bar | 2 | 14.29% | 45.5 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 36:40 | 33:13 | 33:13 | 40:07 | 40:07 | 40:07 | 06:54 | 05:06 |
 | Vanguard | 3 | 21.43% | 43.2 | 33.33% | +6.06% | -33.33% | 0.00% | 0.00% | 16:44 | 08:51 | 08:51 | 13:21 | 28:00 | 28:00 | 19:09 | 14:11 |
 | Guardian Greaves | 5 | 35.71% | 40.9 | 20.00% | -13.33% | -20.00% | +80.00% | 16.22% | 24:39 | 20:34 | 20:34 | 24:40 | 26:44 | 26:54 | 06:10 | 04:34 |
 | Phase Boots | 5 | 35.71% | 38.6 | 20.00% | -13.33% | +80.00% | -20.00% | -34.09% | 08:19 | 06:24 | 06:24 | 08:55 | 09:20 | 10:09 | 02:56 | 02:10 |
 | Wind Lace | 6 | 42.86% | 36.4 | 16.67% | -20.83% | -16.67% | -16.67% | 0.00% | 12:35 | -01:29 | 04:36 | 09:26 | 25:05 | 27:28 | 20:29 | 15:10 |
 | Buckler | 6 | 42.86% | 34.1 | 16.67% | -20.83% | -16.67% | -16.67% | 0.00% | 25:57 | 17:07 | 19:06 | 24:40 | 26:39 | 41:44 | 07:33 | 05:35 |
 | Force Staff | 2 | 14.29% | 31.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 28:57 | 27:28 | 27:28 | 30:25 | 30:25 | 30:25 | 02:57 | 02:11 |
 | Ethereal Blade | 1 | 7.14% | 29.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 7.14% | 27.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Medallion of Courage | 4 | 28.57% | 25.0 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 26:22 | 19:22 | 19:22 | 23:47 | 28:51 | 33:28 | 09:29 | 07:01 |
 | Vladmir's Offering | 1 | 7.14% | 22.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 7.14% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 00:00 | 00:00 |
 | Bottle | 2 | 14.29% | 18.2 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 04:01 | 01:17 | 01:17 | 06:44 | 06:44 | 06:44 | 05:27 | 04:02 |
 | Solar Crest | 4 | 28.57% | 15.9 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 29:33 | 21:54 | 21:54 | 28:41 | 31:24 | 36:14 | 09:30 | 07:02 |
 | Assault Cuirass | 1 | 7.14% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:43 | 60:43 | 60:43 | 60:43 | 60:43 | 60:43 | 00:00 | 00:00 |
 | Blight Stone | 4 | 28.57% | 11.4 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 26:16 | 19:22 | 19:22 | 23:28 | 28:45 | 33:28 | 09:23 | 06:57 |
 | Ghost Scepter | 2 | 14.29% | 9.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 32:32 | 31:12 | 31:12 | 33:52 | 33:52 | 33:52 | 02:40 | 01:58 |
 | Morbid Mask | 1 | 7.14% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 14.29% | 4.5 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 26:22 | 22:18 | 22:18 | 30:25 | 30:25 | 30:25 | 08:07 | 06:00 |
 | Aghanim's Scepter | 1 | 7.14% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |