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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 | |
 | Mekansm | 30 | 63.83% | 100.0 | 63.33% | +28.04% | +24.17% | -20.47% | -6.17% | 17:05 | 08:17 | 13:20 | 15:52 | 20:34 | 32:00 | 07:14 | 05:21 |
 | Wind Lace | 12 | 25.53% | 97.6 | 75.00% | +29.29% | +25.00% | -8.33% | -4.81% | 27:32 | 18:43 | 24:09 | 25:17 | 31:05 | 36:24 | 06:56 | 05:08 |
 | Headdress | 31 | 65.96% | 95.1 | 61.29% | +23.79% | -11.29% | +1.21% | 2.33% | 03:46 | -01:29 | -01:29 | 03:37 | 06:51 | 18:58 | 08:20 | 06:10 |
 | Magic Wand | 40 | 85.11% | 92.7 | 57.50% | +28.93% | -7.50% | -27.50% | -2.86% | 13:48 | 02:43 | 09:15 | 13:33 | 16:14 | 30:59 | 06:59 | 05:10 |
 | Chainmail | 32 | 68.09% | 90.2 | 59.38% | +19.38% | +15.62% | -9.38% | -4.93% | 11:45 | 03:40 | 08:29 | 10:41 | 13:33 | 28:22 | 05:04 | 03:45 |
 | Glimmer Cape | 11 | 23.40% | 87.8 | 72.73% | +25.51% | -6.06% | -6.06% | 0.00% | 29:34 | 20:18 | 22:43 | 25:48 | 34:47 | 45:35 | 12:04 | 08:56 |
 | Solar Crest | 11 | 23.40% | 85.4 | 72.73% | +25.51% | +27.27% | -39.40% | 0.00% | 29:29 | 22:50 | 25:50 | 28:15 | 32:05 | 37:28 | 06:15 | 04:37 |
 | Magic Stick | 46 | 97.87% | 82.9 | 54.35% | +54.35% | -12.68% | -8.90% | 0.74% | 03:44 | -01:30 | 00:57 | 02:07 | 06:05 | 22:43 | 05:08 | 03:48 |
 | Ring of Basilius | 10 | 21.28% | 80.5 | 70.00% | +21.35% | +30.00% | -20.00% | 0.00% | 11:01 | 03:59 | 06:51 | 09:15 | 16:07 | 16:54 | 09:16 | 06:51 |
 | Crown | 25 | 53.19% | 78.0 | 56.00% | +6.00% | -6.00% | -6.00% | 0.00% | 13:36 | -01:29 | 01:46 | 06:36 | 24:31 | 36:24 | 22:45 | 16:51 |
 | Buckler | 3 | 6.38% | 75.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:28 | 24:25 | 24:25 | 30:20 | 30:38 | 30:38 | 06:13 | 04:36 |
 | Aghanim's Shard | 3 | 6.38% | 73.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:51 | 21:06 | 21:06 | 23:42 | 38:45 | 38:45 | 17:39 | 13:04 |
 | Medallion of Courage | 13 | 27.66% | 70.7 | 61.54% | +11.54% | -61.54% | +5.13% | 7.35% | 19:15 | 08:40 | 13:16 | 19:42 | 22:20 | 32:49 | 09:04 | 06:42 |
 | Blight Stone | 13 | 27.66% | 68.3 | 61.54% | +11.54% | -61.54% | +5.13% | 5.41% | 17:33 | 05:41 | 09:40 | 18:32 | 22:00 | 32:49 | 12:20 | 09:08 |
 | Bracer | 11 | 23.40% | 65.9 | 63.64% | +13.64% | +36.36% | +3.03% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Ring of Protection | 18 | 38.30% | 63.4 | 55.56% | +3.84% | +4.44% | +19.44% | 8.82% | 11:44 | 03:05 | 08:26 | 08:38 | 10:08 | 30:38 | 01:42 | 01:15 |
 | Fluffy Hat | 15 | 31.91% | 61.0 | 46.67% | -9.58% | +3.33% | +3.33% | 0.00% | 21:56 | 14:23 | 16:02 | 23:09 | 26:00 | 28:25 | 09:58 | 07:22 |
 | Sange | 12 | 25.53% | 58.5 | 50.00% | -4.29% | -16.67% | -16.67% | 0.00% | 22:24 | 16:49 | 18:27 | 20:44 | 25:50 | 31:57 | 07:23 | 05:28 |
 | Vladmir's Offering | 2 | 4.26% | 56.1 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 31:17 | 31:15 | 31:15 | 31:18 | 31:18 | 31:18 | 00:03 | 00:02 |
 | Ring of Health | 2 | 4.26% | 53.7 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 13:10 | 09:42 | 09:42 | 16:38 | 16:38 | 16:38 | 06:56 | 05:08 |
 | Morbid Mask | 2 | 4.26% | 51.2 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 30:33 | 30:26 | 30:26 | 30:39 | 30:39 | 30:39 | 00:13 | 00:09 |
 | Boots of Speed | 2 | 4.26% | 48.8 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 28:34 | 26:38 | 26:38 | 30:29 | 30:29 | 30:29 | 03:51 | 02:51 |
 | Hood of Defiance | 2 | 4.26% | 46.3 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 15:26 | 14:01 | 14:01 | 16:50 | 16:50 | 16:50 | 02:49 | 02:05 |
 | Soul Ring | 13 | 27.66% | 43.9 | 46.15% | -9.73% | +20.52% | +20.52% | 0.00% | 08:52 | 03:47 | 08:38 | 09:12 | 09:30 | 10:51 | 00:52 | 00:38 |
 | Holy Locket | 7 | 14.89% | 41.5 | 57.14% | +4.64% | -7.14% | -7.14% | 0.00% | 27:13 | 20:17 | 25:17 | 27:09 | 29:05 | 31:36 | 03:48 | 02:48 |
 | Kaya | 7 | 14.89% | 39.0 | 57.14% | +4.64% | +42.86% | -7.14% | 0.00% | 26:51 | 23:40 | 24:32 | 26:56 | 27:39 | 30:19 | 03:07 | 02:18 |
 | Helm of the Dominator | 14 | 29.79% | 36.6 | 42.86% | -14.72% | -17.86% | +23.81% | 33.79% | 07:54 | 06:05 | 07:12 | 07:26 | 08:26 | 12:17 | 01:14 | 00:54 |
 | Helm of Iron Will | 14 | 29.79% | 34.1 | 42.86% | -14.72% | +7.14% | -9.53% | -16.67% | 04:08 | 02:56 | 03:44 | 03:50 | 04:35 | 05:57 | 00:51 | 00:37 |
 | Aghanim's Scepter | 14 | 29.79% | 31.7 | 42.86% | -14.72% | -42.86% | -9.53% | 20.62% | 16:31 | 13:19 | 15:28 | 16:04 | 17:05 | 21:07 | 01:37 | 01:11 |
 | Black King Bar | 11 | 23.40% | 29.3 | 45.45% | -10.11% | +21.22% | -12.12% | 0.00% | 24:40 | 21:58 | 23:31 | 24:51 | 25:11 | 27:59 | 01:40 | 01:14 |
 | Kaya and Sange | 5 | 10.64% | 26.8 | 60.00% | +7.62% | +40.00% | -60.00% | 0.00% | 28:06 | 24:51 | 24:51 | 28:06 | 28:15 | 32:13 | 03:24 | 02:31 |
 | Quelling Blade | 12 | 25.53% | 24.4 | 41.67% | -15.47% | +25.00% | -8.34% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Heart of Tarrasque | 4 | 8.51% | 22.0 | 50.00% | -3.49% | +50.00% | +50.00% | 0.00% | 39:34 | 31:49 | 31:49 | 34:11 | 36:53 | 55:24 | 05:04 | 03:45 |
 | Tranquil Boots | 1 | 2.13% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.13% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 4.26% | 14.6 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 29:48 | 29:40 | 29:40 | 29:56 | 29:56 | 29:56 | 00:16 | 00:11 |
 | Ghost Scepter | 2 | 4.26% | 12.2 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 35:11 | 33:59 | 33:59 | 36:23 | 36:23 | 36:23 | 02:24 | 01:46 |
 | Urn of Shadows | 2 | 4.26% | 9.8 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 18:57 | 12:57 | 12:57 | 24:56 | 24:56 | 24:56 | 11:59 | 08:52 |
 | Eye of Skadi | 1 | 2.13% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.13% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |
 | Bottle | 1 | 2.13% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 00:00 | 00:00 |