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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 | |
 | Wind Lace | 9 | 25.71% | 100.0 | 77.78% | +35.47% | +22.22% | +22.22% | 0.00% | 28:02 | 23:22 | 24:09 | 26:42 | 31:05 | 36:24 | 06:56 | 05:08 |
 | Mekansm | 19 | 54.29% | 97.6 | 63.16% | +25.66% | +16.84% | -23.16% | -5.17% | 18:24 | 10:45 | 13:20 | 18:30 | 21:04 | 32:00 | 07:44 | 05:43 |
 | Solar Crest | 8 | 22.86% | 95.1 | 75.00% | +30.56% | +25.00% | -25.00% | -8.00% | 29:43 | 24:40 | 25:50 | 26:50 | 32:05 | 37:28 | 06:15 | 04:37 |
 | Headdress | 20 | 57.14% | 92.7 | 60.00% | +20.00% | -20.00% | 0.00% | 5.43% | 05:53 | -01:29 | 03:31 | 05:40 | 07:12 | 18:58 | 03:41 | 02:43 |
 | Magic Wand | 30 | 85.71% | 90.2 | 53.33% | +13.33% | +9.17% | -10.47% | -2.88% | 12:45 | 02:43 | 08:52 | 10:36 | 15:41 | 30:59 | 06:49 | 05:02 |
 | Magic Stick | 35 | 100.00% | 87.8 | 51.43% | +51.43% | -6.99% | -6.99% | 0.00% | 03:56 | -01:30 | 00:01 | 02:00 | 06:47 | 22:43 | 06:46 | 05:00 |
 | Chainmail | 21 | 60.00% | 85.4 | 57.14% | +14.28% | +22.86% | +22.86% | 0.00% | 12:45 | 07:15 | 08:29 | 12:11 | 14:00 | 28:22 | 05:31 | 04:05 |
 | Crown | 21 | 60.00% | 82.9 | 57.14% | +14.28% | +2.86% | +2.86% | 0.00% | 12:02 | -01:29 | 01:44 | 05:21 | 23:10 | 36:24 | 21:26 | 15:52 |
 | Aghanim's Shard | 3 | 8.57% | 80.5 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 27:51 | 21:06 | 21:06 | 23:42 | 38:45 | 38:45 | 17:39 | 13:04 |
 | Blight Stone | 10 | 28.57% | 78.0 | 60.00% | +12.00% | -60.00% | +40.00% | 8.78% | 16:18 | 05:41 | 09:40 | 13:51 | 21:03 | 32:49 | 11:23 | 08:25 |
 | Bracer | 10 | 28.57% | 75.6 | 60.00% | +12.00% | +6.67% | -10.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Medallion of Courage | 10 | 28.57% | 73.2 | 60.00% | +12.00% | -60.00% | +40.00% | 11.45% | 18:12 | 08:40 | 13:16 | 16:23 | 22:00 | 32:49 | 08:44 | 06:28 |
 | Ring of Protection | 15 | 42.86% | 70.7 | 53.33% | +3.33% | +21.67% | -3.33% | -25.00% | 09:56 | 03:05 | 08:26 | 08:38 | 09:08 | 30:38 | 00:42 | 00:31 |
 | Kaya | 6 | 17.14% | 68.3 | 66.67% | +18.39% | +33.33% | -66.67% | 0.00% | 26:52 | 23:40 | 24:32 | 26:56 | 28:06 | 30:19 | 03:34 | 02:38 |
 | Glimmer Cape | 6 | 17.14% | 65.9 | 66.67% | +18.39% | -66.67% | +33.33% | 0.00% | 30:48 | 20:18 | 24:05 | 24:55 | 37:06 | 43:38 | 13:01 | 09:38 |
 | Sange | 12 | 34.29% | 63.4 | 50.00% | -2.17% | -16.67% | -16.67% | 0.00% | 22:24 | 16:49 | 18:27 | 20:44 | 25:50 | 31:57 | 07:23 | 05:28 |
 | Soul Ring | 12 | 34.29% | 61.0 | 50.00% | -2.17% | +16.67% | +16.67% | 0.00% | 08:52 | 03:47 | 08:38 | 09:12 | 09:30 | 10:51 | 00:52 | 00:38 |
 | Hood of Defiance | 2 | 5.71% | 58.5 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 15:26 | 14:01 | 14:01 | 16:50 | 16:50 | 16:50 | 02:49 | 02:05 |
 | Ring of Health | 2 | 5.71% | 56.1 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 13:10 | 09:42 | 09:42 | 16:38 | 16:38 | 16:38 | 06:56 | 05:08 |
 | Helm of the Dominator | 13 | 37.14% | 53.7 | 46.15% | -8.40% | -12.82% | +20.52% | 23.53% | 07:53 | 06:05 | 07:01 | 07:26 | 08:26 | 12:17 | 01:25 | 01:02 |
 | Aghanim's Scepter | 13 | 37.14% | 51.2 | 46.15% | -8.40% | -46.15% | -12.82% | 18.18% | 16:36 | 13:19 | 15:15 | 16:12 | 17:05 | 21:07 | 01:50 | 01:21 |
 | Helm of Iron Will | 13 | 37.14% | 48.8 | 46.15% | -8.40% | +20.52% | -12.82% | -33.34% | 04:14 | 03:26 | 03:44 | 03:55 | 04:35 | 05:57 | 00:51 | 00:37 |
 | Ring of Basilius | 7 | 20.00% | 46.3 | 57.14% | +7.14% | -57.14% | -7.14% | 0.00% | 13:34 | 09:09 | 09:15 | 15:19 | 16:07 | 16:54 | 06:52 | 05:05 |
 | Black King Bar | 10 | 28.57% | 43.9 | 50.00% | -2.00% | +16.67% | 0.00% | -8.00% | 24:54 | 21:58 | 23:32 | 24:51 | 25:37 | 27:59 | 02:05 | 01:32 |
 | Quelling Blade | 11 | 31.43% | 41.5 | 45.45% | -8.72% | -45.45% | +21.22% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Kaya and Sange | 5 | 14.29% | 39.0 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 28:06 | 24:51 | 24:51 | 28:06 | 28:15 | 32:13 | 03:24 | 02:31 |
 | Heart of Tarrasque | 4 | 11.43% | 36.6 | 50.00% | -1.61% | +50.00% | +50.00% | 0.00% | 39:34 | 31:49 | 31:49 | 34:11 | 36:53 | 55:24 | 05:04 | 03:45 |
 | Holy Locket | 4 | 11.43% | 34.1 | 50.00% | -1.61% | -50.00% | -50.00% | 0.00% | 28:29 | 25:17 | 25:17 | 26:54 | 30:10 | 31:36 | 04:53 | 03:37 |
 | Fluffy Hat | 9 | 25.71% | 31.7 | 33.33% | -24.36% | +16.67% | -33.33% | -5.01% | 22:07 | 15:36 | 16:01 | 24:30 | 26:00 | 27:37 | 09:59 | 07:23 |
 | Vladmir's Offering | 1 | 2.86% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Buckler | 1 | 2.86% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.86% | 24.4 | 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 |
 | Tranquil Boots | 1 | 2.86% | 22.0 | 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 | 2.86% | 19.5 | 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 |
 | Boots of Speed | 1 | 2.86% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 5.71% | 14.6 | 50.00% | -1.52% | -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 | 5.71% | 12.2 | 50.00% | -1.52% | -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 | 5.71% | 9.8 | 50.00% | -1.52% | -50.00% | 0.00% | 0.00% | 18:57 | 12:57 | 12:57 | 24:56 | 24:56 | 24:56 | 11:59 | 08:52 |
 | Force Staff | 1 | 2.86% | 7.3 | 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 |
 | Eye of Skadi | 1 | 2.86% | 4.9 | 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 |
 | Bottle | 1 | 2.86% | 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 |