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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 | |
 | Orb of Venom | 10 | 66.67% | 100.0 | 50.00% | +30.00% | +16.67% | -50.00% | -20.62% | 02:59 | -01:29 | 01:04 | 01:29 | 04:18 | 11:57 | 03:14 | 02:23 |
 | Quelling Blade | 15 | 100.00% | 97.6 | 40.00% | +40.00% | +10.00% | -15.00% | 0.00% | -01:16 | -01:29 | -01:29 | -01:29 | -01:29 | 00:14 | 00:00 | 00:00 |
 | Blight Stone | 15 | 100.00% | 95.2 | 40.00% | +40.00% | -15.00% | +10.00% | 0.00% | -00:59 | -01:29 | -01:29 | -01:29 | -01:29 | 05:55 | 00:00 | 00:00 |
 | Boots of Speed | 15 | 100.00% | 92.9 | 40.00% | +40.00% | -15.00% | +10.00% | 20.55% | 04:25 | 02:52 | 03:41 | 04:28 | 04:54 | 05:58 | 01:13 | 00:54 |
 | Chainmail | 15 | 100.00% | 90.5 | 40.00% | +40.00% | -40.00% | +10.00% | 26.55% | 05:48 | 03:00 | 04:50 | 05:53 | 06:43 | 07:46 | 01:53 | 01:23 |
 | Phase Boots | 15 | 100.00% | 88.1 | 40.00% | +40.00% | -15.00% | +35.00% | 27.78% | 06:47 | 04:51 | 05:36 | 06:49 | 07:24 | 08:46 | 01:48 | 01:20 |
 | Mask of Madness | 8 | 53.33% | 85.7 | 50.00% | +21.43% | 0.00% | 0.00% | 0.00% | 10:45 | 09:03 | 09:35 | 10:11 | 11:28 | 12:56 | 01:53 | 01:23 |
 | Morbid Mask | 8 | 53.33% | 83.3 | 50.00% | +21.43% | -50.00% | 0.00% | 29.13% | 08:47 | 07:08 | 07:32 | 08:03 | 09:15 | 10:58 | 01:43 | 01:16 |
 | Desolator | 9 | 60.00% | 81.0 | 44.44% | +11.11% | +5.56% | +5.56% | 0.00% | 18:44 | 13:09 | 15:30 | 17:51 | 19:36 | 24:46 | 04:06 | 03:02 |
 | Skull Basher | 7 | 46.67% | 78.6 | 42.86% | +5.36% | +7.14% | +7.14% | 0.00% | 25:25 | 15:10 | 16:25 | 24:20 | 27:21 | 41:10 | 10:56 | 08:05 |
 | Orb of Corrosion | 7 | 46.67% | 76.2 | 42.86% | +5.36% | +7.14% | +7.14% | 0.00% | 06:49 | 01:43 | 02:32 | 03:42 | 04:55 | 24:55 | 02:23 | 01:45 |
 | Fluffy Hat | 7 | 46.67% | 73.8 | 42.86% | +5.36% | +7.14% | +7.14% | 0.00% | 05:46 | 01:30 | 01:55 | 02:21 | 04:18 | 21:53 | 02:23 | 01:45 |
 | Aghanim's Shard | 13 | 86.67% | 71.4 | 30.77% | -69.23% | +2.56% | -30.77% | -8.73% | 19:43 | 17:28 | 17:41 | 19:26 | 21:30 | 22:36 | 03:49 | 02:49 |
 | Monkey King Bar | 4 | 26.67% | 69.0 | 50.00% | +13.64% | +50.00% | -50.00% | 0.00% | 31:45 | 19:09 | 19:09 | 28:17 | 37:14 | 42:20 | 18:05 | 13:23 |
 | Bloodthorn | 1 | 6.67% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Bracer | 1 | 6.67% | 64.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 6.67% | 61.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 6.67% | 59.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Wraith Band | 5 | 33.33% | 57.1 | 40.00% | 0.00% | -40.00% | +60.00% | 4.52% | 16:15 | 02:08 | 02:08 | 23:51 | 24:16 | 28:50 | 22:08 | 16:23 |
 | Magic Stick | 5 | 33.33% | 54.8 | 40.00% | 0.00% | -40.00% | -40.00% | 0.00% | 03:40 | -01:29 | -01:29 | 02:45 | 02:52 | 11:48 | 04:21 | 03:13 |
 | Black King Bar | 6 | 40.00% | 52.4 | 33.33% | -11.11% | -33.33% | -33.33% | 0.00% | 36:25 | 31:31 | 33:20 | 33:38 | 37:33 | 48:43 | 04:13 | 03:07 |
 | Ring of Protection | 8 | 53.33% | 50.0 | 25.00% | -32.14% | -25.00% | -25.00% | 0.00% | 21:45 | 18:11 | 19:25 | 22:09 | 23:06 | 25:11 | 03:41 | 02:43 |
 | Javelin | 8 | 53.33% | 47.6 | 25.00% | -32.14% | -25.00% | -25.00% | 0.00% | 20:01 | 08:58 | 09:06 | 09:52 | 15:19 | 1:04:24 | 06:13 | 04:36 |
 | Void Stone | 2 | 13.33% | 45.2 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | 37:35 | 16:24 | 16:24 | 58:45 | 58:45 | 58:45 | 42:21 | 31:22 |
 | Moon Shard | 2 | 13.33% | 42.9 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | 28:56 | 25:27 | 25:27 | 32:24 | 32:24 | 32:24 | 06:57 | 05:08 |
 | Magic Wand | 3 | 20.00% | 40.5 | 33.33% | -8.34% | -33.33% | 0.00% | 0.00% | 14:01 | 08:49 | 08:49 | 12:18 | 20:56 | 20:56 | 12:07 | 08:58 |
 | Mjollnir | 4 | 26.67% | 38.1 | 25.00% | -20.45% | -25.00% | -25.00% | 0.00% | 35:21 | 17:58 | 17:58 | 21:30 | 37:31 | 1:04:24 | 19:33 | 14:28 |
 | Maelstrom | 6 | 40.00% | 35.7 | 16.67% | -38.89% | +33.33% | -16.67% | -6.86% | 21:51 | 10:21 | 11:37 | 12:36 | 18:54 | 1:04:24 | 07:17 | 05:23 |
 | Buckler | 7 | 46.67% | 33.3 | 14.29% | -48.21% | -14.29% | -14.29% | 0.00% | 22:01 | 18:24 | 19:25 | 22:36 | 23:08 | 25:11 | 03:43 | 02:45 |
 | Swift Blink | 1 | 6.67% | 31.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 00:00 | 00:00 |
 | Silver Edge | 1 | 6.67% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 6.67% | 26.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 6.67% | 23.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 46:57 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 6.67% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Crystalys | 2 | 13.33% | 19.0 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 44:20 | 35:53 | 35:53 | 52:47 | 52:47 | 52:47 | 16:54 | 12:31 |
 | Daedalus | 1 | 6.67% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:56 | 54:56 | 54:56 | 54:56 | 54:56 | 54:56 | 00:00 | 00:00 |
 | Assault Cuirass | 5 | 33.33% | 14.3 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 29:00 | 20:10 | 20:10 | 26:37 | 29:20 | 42:39 | 09:10 | 06:47 |
 | Refresher Orb | 1 | 6.67% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:45 | 58:45 | 58:45 | 58:45 | 58:45 | 58:45 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 13.33% | 9.5 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 47:01 | 40:15 | 40:15 | 53:46 | 53:46 | 53:46 | 13:31 | 10:00 |
 | Hand of Midas | 1 | 6.67% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:39 | 13:39 | 13:39 | 13:39 | 13:39 | 13:39 | 00:00 | 00:00 |
 | Ring of Health | 2 | 13.33% | 4.8 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 52:26 | 46:08 | 46:08 | 58:44 | 58:44 | 58:44 | 12:36 | 09:20 |
 | Vanguard | 1 | 6.67% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:08 | 46:08 | 46:08 | 46:08 | 46:08 | 46:08 | 00:00 | 00:00 |