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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 Basilius | 3 | 12.00% | 100.0 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 30:11 | 20:44 | 20:44 | 31:16 | 38:34 | 38:34 | 17:50 | 13:12 |
 | Morbid Mask | 3 | 12.00% | 97.7 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 31:45 | 25:26 | 25:26 | 31:16 | 38:34 | 38:34 | 13:08 | 09:43 |
 | Spirit Vessel | 3 | 12.00% | 95.3 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 19:52 | 12:03 | 12:03 | 22:24 | 25:09 | 25:09 | 13:06 | 09:42 |
 | Vladmir's Offering | 3 | 12.00% | 93.0 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 31:57 | 25:45 | 25:45 | 31:16 | 38:51 | 38:51 | 13:06 | 09:42 |
 | Aghanim's Shard | 9 | 36.00% | 90.7 | 66.67% | +35.42% | +33.33% | -16.67% | -4.17% | 32:19 | 21:36 | 26:18 | 30:20 | 38:18 | 45:05 | 12:00 | 08:53 |
 | Ring of Protection | 9 | 36.00% | 88.4 | 66.67% | +35.42% | -16.67% | +33.33% | 8.75% | 14:34 | 04:23 | 08:52 | 09:39 | 14:35 | 38:33 | 05:43 | 04:14 |
 | Quelling Blade | 9 | 36.00% | 86.0 | 66.67% | +35.42% | +33.33% | +33.33% | 0.00% | 03:25 | -01:29 | -01:29 | -01:28 | -01:28 | 23:51 | 00:01 | 00:00 |
 | Boots of Speed | 25 | 100.00% | 83.7 | 44.00% | +44.00% | +22.67% | -27.33% | -17.86% | 03:38 | -01:29 | 02:33 | 03:35 | 05:21 | 10:50 | 02:48 | 02:04 |
 | Magic Stick | 25 | 100.00% | 81.4 | 44.00% | +44.00% | +39.33% | -10.67% | -7.19% | 05:45 | -01:29 | 01:47 | 07:04 | 08:44 | 15:42 | 06:57 | 05:08 |
 | Wind Lace | 17 | 68.00% | 79.1 | 47.06% | +9.56% | +2.94% | +2.94% | 0.00% | 09:16 | 01:45 | 05:11 | 08:18 | 11:14 | 21:28 | 06:03 | 04:28 |
 | Buckler | 4 | 16.00% | 76.7 | 75.00% | +36.90% | -75.00% | +25.00% | 0.00% | 29:15 | 21:46 | 21:46 | 25:26 | 31:16 | 38:33 | 09:30 | 07:02 |
 | Tranquil Boots | 12 | 48.00% | 74.4 | 50.00% | +11.54% | +16.67% | +16.67% | 0.00% | 10:01 | 03:42 | 06:12 | 10:16 | 12:22 | 16:56 | 06:10 | 04:34 |
 | Urn of Shadows | 7 | 28.00% | 72.1 | 57.14% | +18.25% | +42.86% | -7.14% | -32.97% | 10:23 | 04:35 | 09:35 | 10:31 | 11:06 | 14:36 | 01:31 | 01:07 |
 | Magic Wand | 20 | 80.00% | 69.8 | 40.00% | -20.00% | 0.00% | -20.00% | -4.51% | 11:16 | 04:14 | 08:36 | 11:07 | 13:02 | 17:52 | 04:26 | 03:17 |
 | Chainmail | 14 | 56.00% | 67.4 | 42.86% | -2.59% | +32.14% | -9.53% | -4.13% | 11:41 | 05:28 | 06:36 | 08:55 | 16:42 | 18:28 | 10:06 | 07:28 |
 | Drum of Endurance | 5 | 20.00% | 65.1 | 60.00% | +20.00% | -60.00% | +40.00% | 8.43% | 22:55 | 15:15 | 15:15 | 22:01 | 27:07 | 29:25 | 11:52 | 08:47 |
 | Orb of Venom | 17 | 68.00% | 62.8 | 35.29% | -27.21% | +14.71% | +14.71% | 0.00% | -00:41 | -01:29 | -01:29 | -01:29 | -01:28 | 04:36 | 00:01 | 00:00 |
 | Hood of Defiance | 6 | 24.00% | 60.5 | 50.00% | +7.89% | 0.00% | -50.00% | -7.09% | 16:27 | 07:48 | 12:24 | 16:03 | 19:27 | 25:18 | 07:03 | 05:13 |
 | Force Staff | 6 | 24.00% | 58.1 | 50.00% | +7.89% | -50.00% | +50.00% | 10.77% | 24:43 | 20:17 | 21:34 | 22:10 | 30:51 | 31:11 | 09:17 | 06:52 |
 | Blight Stone | 10 | 40.00% | 55.8 | 40.00% | -6.67% | -40.00% | +60.00% | 8.37% | 09:38 | 02:44 | 04:12 | 05:55 | 16:09 | 21:08 | 11:57 | 08:51 |
 | Phase Boots | 10 | 40.00% | 53.5 | 40.00% | -6.67% | +26.67% | -40.00% | -18.27% | 10:41 | 06:55 | 07:22 | 09:51 | 11:01 | 17:44 | 03:39 | 02:42 |
 | Pipe of Insight | 3 | 12.00% | 51.2 | 66.67% | +25.76% | -66.67% | 0.00% | 0.00% | 26:19 | 25:26 | 25:26 | 25:48 | 27:43 | 27:43 | 02:17 | 01:41 |
 | Ring of Health | 7 | 28.00% | 48.8 | 42.86% | -1.58% | +7.14% | -42.86% | -6.62% | 17:32 | 06:03 | 11:48 | 17:06 | 19:21 | 27:17 | 07:33 | 05:35 |
 | Medallion of Courage | 4 | 16.00% | 46.5 | 50.00% | +7.14% | +50.00% | -50.00% | 0.00% | 21:25 | 16:09 | 16:09 | 18:48 | 19:34 | 31:07 | 03:25 | 02:31 |
 | Aeon Disk | 1 | 4.00% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 4.00% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 4.00% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 4.00% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 00:00 | 00:00 |
 | Bracer | 1 | 4.00% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:06 | 17:06 | 17:06 | 17:06 | 17:06 | 17:06 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.00% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 00:00 | 00:00 |
 | Headdress | 5 | 20.00% | 30.2 | 40.00% | -5.00% | -40.00% | -40.00% | 0.00% | 23:20 | 16:57 | 16:57 | 23:36 | 26:14 | 30:18 | 09:17 | 06:52 |
 | Orb of Corrosion | 6 | 24.00% | 27.9 | 33.33% | -14.04% | -33.33% | +66.67% | 22.30% | 09:18 | 03:15 | 06:13 | 06:25 | 10:42 | 22:10 | 04:29 | 03:19 |
 | Fluffy Hat | 7 | 28.00% | 25.6 | 28.57% | -21.43% | +21.43% | +21.43% | 0.00% | 09:45 | 03:15 | 05:30 | 06:22 | 10:24 | 21:36 | 04:54 | 03:37 |
 | Eul's Scepter of Divinity | 2 | 8.00% | 23.3 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 25:03 | 23:38 | 23:38 | 26:28 | 26:28 | 26:28 | 02:50 | 02:05 |
 | Orchid Malevolence | 2 | 8.00% | 20.9 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 38:45 | 31:09 | 31:09 | 46:21 | 46:21 | 46:21 | 15:12 | 11:15 |
 | Void Stone | 2 | 8.00% | 18.6 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 22:18 | 21:08 | 21:08 | 23:27 | 23:27 | 23:27 | 02:19 | 01:42 |
 | Wraith Band | 3 | 12.00% | 16.3 | 33.33% | -12.12% | -33.33% | 0.00% | 0.00% | 03:30 | 01:37 | 01:37 | 02:04 | 06:50 | 06:50 | 05:13 | 03:51 |
 | Black King Bar | 4 | 16.00% | 14.0 | 25.00% | -22.62% | -25.00% | +75.00% | 0.00% | 28:15 | 19:28 | 19:28 | 26:01 | 29:38 | 37:53 | 10:10 | 07:31 |
 | Sange and Yasha | 1 | 4.00% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 |
 | Sange | 1 | 4.00% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 |
 | Yasha | 1 | 4.00% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 13:55 | 00:00 | 00:00 |
 | Mekansm | 1 | 4.00% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 00:00 | 00:00 |