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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 Protection | 7 | 23.33% | 100.0 | 71.43% | +49.69% | -21.43% | +28.57% | 8.00% | 07:03 | -01:29 | -01:29 | 07:02 | 07:44 | 22:35 | 09:13 | 06:49 |
 | Blink Dagger | 19 | 63.33% | 97.3 | 47.37% | +38.28% | -27.37% | +12.63% | 4.55% | 23:28 | 15:31 | 18:07 | 25:58 | 26:54 | 34:29 | 08:47 | 06:30 |
 | Black King Bar | 26 | 86.67% | 94.6 | 38.46% | +38.46% | +47.25% | -21.79% | -12.33% | 23:38 | 18:13 | 20:48 | 22:05 | 26:24 | 30:14 | 05:36 | 04:08 |
 | Quelling Blade | 28 | 93.33% | 91.9 | 35.71% | +35.71% | -7.14% | +35.72% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:29 | 00:53 | 00:00 | 00:00 |
 | Boots of Speed | 30 | 100.00% | 89.2 | 33.33% | +33.33% | +16.67% | -4.76% | -7.99% | 04:02 | -01:29 | 02:53 | 03:51 | 05:34 | 06:58 | 02:41 | 01:59 |
 | Phase Boots | 30 | 100.00% | 86.5 | 33.33% | +33.33% | +16.67% | -19.04% | -22.09% | 07:46 | 05:34 | 07:03 | 07:34 | 08:40 | 10:35 | 01:37 | 01:11 |
 | Chainmail | 30 | 100.00% | 83.8 | 33.33% | +33.33% | +16.67% | -19.04% | -13.56% | 06:40 | 02:28 | 05:11 | 06:46 | 07:49 | 10:08 | 02:38 | 01:57 |
 | Magic Stick | 28 | 93.33% | 81.1 | 32.14% | -17.86% | -3.57% | +10.72% | 4.79% | 02:18 | -01:29 | -01:29 | 01:15 | 04:28 | 11:20 | 05:57 | 04:24 |
 | Bracer | 17 | 56.67% | 78.4 | 35.29% | +4.52% | -10.29% | -10.29% | 0.00% | 02:47 | -01:29 | 02:15 | 02:33 | 03:16 | 06:58 | 01:01 | 00:45 |
 | Magic Wand | 23 | 76.67% | 75.7 | 30.43% | -12.43% | +36.24% | -30.43% | -17.39% | 07:42 | 01:54 | 04:52 | 07:06 | 08:42 | 22:59 | 03:50 | 02:50 |
 | Spirit Vessel | 3 | 10.00% | 73.0 | 66.67% | +37.04% | +33.33% | 0.00% | 0.00% | 13:06 | 11:47 | 11:47 | 13:18 | 14:13 | 14:13 | 02:26 | 01:48 |
 | Soul Ring | 3 | 10.00% | 70.3 | 66.67% | +37.04% | +33.33% | 0.00% | 0.00% | 15:01 | 09:41 | 09:41 | 11:59 | 23:22 | 23:22 | 13:41 | 10:08 |
 | Urn of Shadows | 3 | 10.00% | 67.6 | 66.67% | +37.04% | +33.33% | 0.00% | 0.00% | 08:00 | 07:44 | 07:44 | 07:49 | 08:28 | 08:28 | 00:44 | 00:32 |
 | Echo Sabre | 18 | 60.00% | 64.9 | 27.78% | -13.89% | +12.22% | -27.78% | -16.22% | 14:15 | 11:12 | 13:02 | 13:35 | 15:30 | 17:23 | 02:28 | 01:49 |
 | Skull Basher | 4 | 13.33% | 62.2 | 50.00% | +19.23% | +50.00% | -50.00% | -24.69% | 31:11 | 28:10 | 28:10 | 31:03 | 32:13 | 33:18 | 04:03 | 03:00 |
 | Aghanim's Scepter | 1 | 3.33% | 59.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 3.33% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 3.33% | 54.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 00:00 | 00:00 |
 | Silver Edge | 1 | 3.33% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.33% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.33% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.33% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:55 | 10:55 | 10:55 | 10:55 | 10:55 | 10:55 | 00:00 | 00:00 |
 | Satanic | 1 | 3.33% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.33% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.33% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.33% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 00:00 | 00:00 |
 | Nullifier | 5 | 16.67% | 29.7 | 40.00% | +8.00% | +60.00% | +60.00% | 0.00% | 39:11 | 33:39 | 33:39 | 38:51 | 39:51 | 46:22 | 06:12 | 04:35 |
 | Helm of Iron Will | 7 | 23.33% | 27.0 | 28.57% | -6.21% | -28.57% | +21.43% | 1.57% | 27:15 | 03:52 | 03:57 | 33:39 | 35:46 | 45:56 | 31:49 | 23:34 |
 | Sange | 2 | 6.67% | 24.3 | 50.00% | +17.86% | +50.00% | 0.00% | 0.00% | 38:25 | 32:17 | 32:17 | 44:32 | 44:32 | 44:32 | 12:15 | 09:04 |
 | Ring of Health | 2 | 6.67% | 21.6 | 50.00% | +17.86% | -50.00% | 0.00% | 0.00% | 19:29 | 02:28 | 02:28 | 36:29 | 36:29 | 36:29 | 34:01 | 25:11 |
 | Morbid Mask | 2 | 6.67% | 18.9 | 50.00% | +17.86% | -50.00% | 0.00% | 0.00% | 20:15 | 10:23 | 10:23 | 30:07 | 30:07 | 30:07 | 19:44 | 14:37 |
 | Wind Lace | 3 | 10.00% | 16.2 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 08:08 | 04:19 | 04:19 | 08:25 | 11:41 | 11:41 | 07:22 | 05:27 |
 | Mask of Madness | 1 | 3.33% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:54 | 10:54 | 10:54 | 10:54 | 10:54 | 10:54 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.33% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 2 | 6.67% | 8.1 | 0.00% | -35.71% | 0.00% | 0.00% | 0.00% | 13:00 | 12:17 | 12:17 | 13:43 | 13:43 | 13:43 | 01:26 | 01:03 |
 | Hand of Midas | 1 | 3.33% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 17:28 | 00:00 | 00:00 |
 | Aghanim's Shard | 4 | 13.33% | 2.7 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 29:51 | 20:02 | 20:02 | 20:59 | 29:33 | 48:50 | 09:31 | 07:02 |