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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 | |
 | Orchid Malevolence | 4 | 23.53% | 100.0 | 100.00% | +76.92% | 0.00% | 0.00% | 0.00% | 31:02 | 26:35 | 26:35 | 28:36 | 31:16 | 37:42 | 04:41 | 03:28 |
 | Bloodthorn | 4 | 23.53% | 97.3 | 100.00% | +76.92% | 0.00% | 0.00% | 0.00% | 31:53 | 26:48 | 26:48 | 31:16 | 31:32 | 37:56 | 04:44 | 03:30 |
 | Void Stone | 6 | 35.29% | 94.6 | 83.33% | +65.15% | -33.33% | +16.67% | 5.88% | 30:37 | 24:28 | 26:35 | 28:36 | 35:05 | 37:42 | 08:30 | 06:17 |
 | Assault Cuirass | 3 | 17.65% | 91.9 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 28:49 | 24:17 | 24:17 | 27:51 | 34:18 | 34:18 | 10:01 | 07:25 |
 | Buckler | 3 | 17.65% | 89.2 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 28:04 | 22:26 | 22:26 | 27:34 | 34:11 | 34:11 | 11:45 | 08:42 |
 | Quelling Blade | 12 | 70.59% | 86.5 | 58.33% | +58.33% | +8.34% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Mage Slayer | 6 | 35.29% | 83.8 | 66.67% | +39.40% | -16.67% | +33.33% | 6.11% | 27:27 | 21:46 | 23:21 | 24:27 | 31:32 | 32:21 | 08:11 | 06:03 |
 | Magic Stick | 11 | 64.71% | 81.1 | 54.55% | +37.88% | +12.12% | -21.22% | -33.34% | 00:06 | -01:29 | -01:29 | -01:24 | 01:08 | 05:20 | 02:37 | 01:56 |
 | Echo Sabre | 14 | 82.35% | 78.4 | 50.00% | +50.00% | +25.00% | +16.67% | -6.41% | 16:10 | 13:22 | 15:01 | 15:03 | 16:19 | 24:07 | 01:18 | 00:57 |
 | Boots of Speed | 17 | 100.00% | 75.7 | 41.18% | +41.18% | +8.82% | -41.18% | -17.05% | 04:25 | 01:50 | 02:30 | 03:50 | 05:26 | 08:51 | 02:56 | 02:10 |
 | Power Treads | 17 | 100.00% | 73.0 | 41.18% | +41.18% | +8.82% | -16.18% | -10.64% | 06:46 | 04:20 | 04:59 | 06:03 | 07:20 | 11:30 | 02:21 | 01:44 |
 | Blink Dagger | 14 | 82.35% | 70.3 | 42.86% | +9.53% | +7.14% | -9.53% | -1.85% | 22:11 | 12:12 | 17:38 | 22:27 | 26:38 | 31:22 | 09:00 | 06:40 |
 | Black King Bar | 14 | 82.35% | 67.6 | 42.86% | +9.53% | +32.14% | -9.53% | -13.09% | 22:43 | 17:22 | 20:11 | 21:06 | 23:22 | 42:32 | 03:11 | 02:21 |
 | Armlet of Mordiggian | 15 | 88.24% | 64.9 | 40.00% | -10.00% | -15.00% | -15.00% | 0.00% | 11:50 | 07:58 | 10:33 | 11:24 | 12:00 | 18:06 | 01:27 | 01:04 |
 | Helm of Iron Will | 15 | 88.24% | 62.2 | 40.00% | -10.00% | +10.00% | +10.00% | 0.00% | 09:41 | 02:57 | 08:25 | 09:32 | 10:31 | 16:43 | 02:06 | 01:33 |
 | Ring of Protection | 5 | 29.41% | 59.5 | 60.00% | +26.67% | -60.00% | +40.00% | 4.12% | 18:07 | 03:09 | 03:09 | 22:25 | 27:26 | 34:11 | 24:17 | 17:59 |
 | Magic Wand | 16 | 94.12% | 56.8 | 37.50% | -62.50% | -37.50% | +12.50% | 9.62% | 03:50 | -01:29 | -01:29 | 02:16 | 06:41 | 18:43 | 08:10 | 06:02 |
 | Skull Basher | 3 | 17.65% | 54.1 | 66.67% | +30.96% | +33.33% | 0.00% | 0.00% | 30:07 | 25:11 | 25:11 | 27:29 | 37:41 | 37:41 | 12:30 | 09:15 |
 | Aghanim's Shard | 8 | 47.06% | 51.4 | 37.50% | -6.94% | +12.50% | +12.50% | 0.00% | 30:56 | 25:48 | 26:26 | 28:41 | 30:58 | 45:56 | 04:32 | 03:21 |
 | Octarine Core | 1 | 5.88% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 5.88% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.88% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 00:00 | 00:00 |
 | Bracer | 5 | 29.41% | 40.5 | 40.00% | -1.67% | +60.00% | -40.00% | -60.00% | 02:17 | 00:58 | 00:58 | 02:27 | 02:38 | 03:10 | 01:40 | 01:14 |
 | Aether Lens | 2 | 11.76% | 37.8 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 30:16 | 25:05 | 25:05 | 35:27 | 35:27 | 35:27 | 10:22 | 07:40 |
 | Aghanim's Scepter | 2 | 11.76% | 35.1 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 43:32 | 35:30 | 35:30 | 51:34 | 51:34 | 51:34 | 16:04 | 11:54 |
 | Butterfly | 2 | 11.76% | 32.4 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 36:05 | 27:26 | 27:26 | 44:43 | 44:43 | 44:43 | 17:17 | 12:48 |
 | Eye of Skadi | 2 | 11.76% | 29.7 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 30:46 | 29:28 | 29:28 | 32:03 | 32:03 | 32:03 | 02:35 | 01:54 |
 | Shadow Blade | 2 | 11.76% | 27.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 22:41 | 22:20 | 22:20 | 23:01 | 23:01 | 23:01 | 00:41 | 00:30 |
 | Soul Ring | 2 | 11.76% | 24.3 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 04:50 | 04:31 | 04:31 | 05:09 | 05:09 | 05:09 | 00:38 | 00:28 |
 | Satanic | 1 | 5.88% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.88% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 5.88% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:28 | 14:28 | 14:28 | 14:28 | 14:28 | 14:28 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.88% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Javelin | 1 | 5.88% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 00:00 | 00:00 |
 | Swift Blink | 1 | 5.88% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.88% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 5.88% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 00:00 | 00:00 |