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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 | |
 | Glimmer Cape | 22 | 15.49% | 100.0 | 81.82% | +35.99% | +1.51% | -21.82% | -2.90% | 33:28 | 21:45 | 28:29 | 31:01 | 36:32 | 52:30 | 08:03 | 05:57 |
 | Holy Locket | 77 | 54.23% | 97.6 | 67.53% | +35.22% | +6.15% | -14.90% | -2.89% | 23:26 | 12:20 | 19:25 | 22:21 | 26:42 | 38:37 | 07:17 | 05:23 |
 | Aeon Disk | 6 | 4.23% | 95.1 | 100.00% | +50.74% | 0.00% | 0.00% | 0.00% | 37:02 | 33:01 | 33:36 | 36:58 | 39:06 | 42:07 | 05:30 | 04:04 |
 | Fluffy Hat | 98 | 69.01% | 92.7 | 59.18% | +25.09% | -15.18% | +3.32% | 2.23% | 15:27 | 04:22 | 11:12 | 14:25 | 19:29 | 32:58 | 08:17 | 06:08 |
 | Blight Stone | 5 | 3.52% | 90.2 | 100.00% | +50.36% | 0.00% | 0.00% | 0.00% | 33:44 | 16:30 | 16:30 | 32:25 | 36:28 | 54:09 | 19:58 | 14:47 |
 | Magic Wand | 127 | 89.44% | 87.8 | 53.54% | +20.21% | -16.04% | +5.84% | 3.51% | 11:08 | 03:05 | 07:16 | 10:26 | 13:30 | 30:24 | 06:14 | 04:37 |
 | Headdress | 140 | 98.59% | 85.4 | 52.14% | +52.14% | -3.57% | -3.57% | 0.00% | 02:18 | -01:30 | -01:29 | -01:28 | 04:45 | 20:37 | 06:14 | 04:37 |
 | Chainmail | 124 | 87.32% | 82.9 | 52.42% | +7.98% | +8.87% | +8.87% | 0.00% | 15:17 | 04:42 | 10:46 | 13:13 | 17:26 | 39:55 | 06:40 | 04:56 |
 | Mekansm | 117 | 82.39% | 80.5 | 52.14% | +4.14% | +13.38% | -0.42% | -2.13% | 19:33 | 10:07 | 15:43 | 18:25 | 22:11 | 45:39 | 06:28 | 04:47 |
 | Magic Stick | 141 | 99.30% | 78.0 | 51.06% | -48.94% | +3.23% | +3.23% | 0.00% | 02:58 | -01:30 | 00:47 | 02:33 | 04:39 | 18:16 | 03:52 | 02:51 |
 | Ring of Basilius | 12 | 8.45% | 75.6 | 75.00% | +25.77% | -41.67% | +25.00% | 9.90% | 08:56 | -01:29 | 03:11 | 07:22 | 09:55 | 23:58 | 06:44 | 04:59 |
 | Ring of Protection | 94 | 66.20% | 73.2 | 52.13% | +2.13% | +10.37% | -13.00% | -5.82% | 06:50 | -01:29 | 04:03 | 05:40 | 08:04 | 44:24 | 04:01 | 02:58 |
 | Soul Ring | 92 | 64.79% | 70.7 | 52.17% | +2.17% | +13.05% | -17.39% | -8.82% | 08:55 | 03:27 | 06:51 | 08:21 | 10:18 | 20:57 | 03:27 | 02:33 |
 | Medallion of Courage | 4 | 2.82% | 68.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:44 | 16:52 | 16:52 | 29:09 | 32:25 | 36:28 | 15:33 | 11:31 |
 | Ghost Scepter | 20 | 14.08% | 65.9 | 60.00% | +10.00% | 0.00% | 0.00% | 0.00% | 30:41 | 24:48 | 26:58 | 28:17 | 31:59 | 42:47 | 05:01 | 03:42 |
 | Ring of Health | 8 | 5.63% | 63.4 | 75.00% | +25.00% | -25.00% | +25.00% | 9.65% | 25:55 | 21:41 | 21:47 | 23:59 | 26:58 | 35:27 | 05:11 | 03:50 |
 | Heart of Tarrasque | 3 | 2.11% | 61.0 | 100.00% | +49.64% | 0.00% | 0.00% | 0.00% | 42:49 | 41:36 | 41:36 | 41:45 | 45:06 | 45:06 | 03:30 | 02:35 |
 | Hood of Defiance | 5 | 3.52% | 58.5 | 80.00% | +29.64% | +20.00% | +20.00% | 0.00% | 25:35 | 21:57 | 21:57 | 25:51 | 27:18 | 28:51 | 05:21 | 03:57 |
 | Crown | 7 | 4.93% | 56.1 | 57.14% | +6.03% | -7.14% | -7.14% | 0.00% | 25:56 | 01:47 | 18:44 | 29:15 | 32:42 | 36:38 | 13:58 | 10:20 |
 | Wind Lace | 2 | 1.41% | 53.7 | 100.00% | +49.29% | 0.00% | 0.00% | 0.00% | 28:35 | 20:33 | 20:33 | 36:37 | 36:37 | 36:37 | 16:04 | 11:54 |
 | Solar Crest | 2 | 1.41% | 51.2 | 100.00% | +49.29% | 0.00% | 0.00% | 0.00% | 29:31 | 22:20 | 22:20 | 36:41 | 36:41 | 36:41 | 14:21 | 10:37 |
 | Aghanim's Shard | 8 | 5.63% | 48.8 | 50.00% | -1.49% | 0.00% | +50.00% | 2.54% | 34:13 | 18:53 | 24:23 | 30:11 | 44:04 | 49:59 | 19:41 | 14:34 |
 | Void Stone | 3 | 2.11% | 46.3 | 66.67% | +15.59% | +33.33% | 0.00% | 0.00% | 24:30 | 18:17 | 18:17 | 25:39 | 29:35 | 29:35 | 11:18 | 08:22 |
 | Quelling Blade | 4 | 2.82% | 43.9 | 50.00% | -1.45% | -50.00% | +50.00% | 0.00% | 19:20 | -01:29 | -01:29 | 14:53 | 31:14 | 32:41 | 32:43 | 24:14 |
 | Black King Bar | 4 | 2.82% | 41.5 | 50.00% | -1.45% | -50.00% | +50.00% | 0.00% | 41:18 | 30:27 | 30:27 | 42:34 | 43:18 | 48:51 | 12:51 | 09:31 |
 | Helm of Iron Will | 4 | 2.82% | 39.0 | 50.00% | -1.45% | -50.00% | -50.00% | 0.00% | 23:22 | 05:17 | 05:17 | 27:14 | 28:14 | 32:42 | 22:57 | 17:00 |
 | Bracer | 15 | 10.56% | 36.6 | 26.67% | -27.66% | +23.33% | -1.67% | -1.09% | 11:17 | -01:29 | -01:29 | 01:38 | 24:22 | 37:36 | 25:51 | 19:08 |
 | Kaya | 1 | 0.70% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.70% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:05 | 53:05 | 53:05 | 53:05 | 53:05 | 53:05 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.70% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 39:43 | 00:00 | 00:00 |
 | Desolator | 1 | 0.70% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:08 | 57:08 | 57:08 | 57:08 | 57:08 | 57:08 | 00:00 | 00:00 |
 | Sange | 1 | 0.70% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.70% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.70% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.70% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 1.41% | 14.6 | 50.00% | -1.43% | -50.00% | 0.00% | 0.00% | 34:28 | 31:10 | 31:10 | 37:45 | 37:45 | 37:45 | 06:35 | 04:52 |
 | Buckler | 2 | 1.41% | 12.2 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 33:40 | 22:56 | 22:56 | 44:24 | 44:24 | 44:24 | 21:28 | 15:54 |
 | Helm of the Dominator | 3 | 2.11% | 9.8 | 33.33% | -18.47% | -33.33% | 0.00% | 0.00% | 23:14 | 08:57 | 08:57 | 27:39 | 33:05 | 33:05 | 24:08 | 17:52 |
 | Bottle | 1 | 0.70% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:04 | 00:04 | 00:04 | 00:04 | 00:04 | 00:04 | 00:00 | 00:00 |
 | Boots of Speed | 1 | 0.70% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.70% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 00:00 | 00:00 |