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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 | 13 | 76.47% | 100.0 | 46.15% | +21.15% | +20.52% | -46.15% | -23.67% | 03:01 | -01:29 | -01:29 | 02:35 | 04:18 | 11:57 | 05:47 | 04:17 |
 | Chainmail | 17 | 100.00% | 97.4 | 41.18% | +41.18% | -41.18% | +33.82% | 52.94% | 05:43 | 03:00 | 04:50 | 05:53 | 06:15 | 07:39 | 01:25 | 01:02 |
 | Quelling Blade | 17 | 100.00% | 94.7 | 41.18% | +41.18% | +8.82% | -16.18% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | 00:04 | 00:00 | 00:00 |
 | Boots of Speed | 17 | 100.00% | 92.1 | 41.18% | +41.18% | -16.18% | -16.18% | 0.00% | 04:23 | 02:52 | 03:41 | 04:26 | 04:39 | 05:58 | 00:58 | 00:42 |
 | Phase Boots | 17 | 100.00% | 89.5 | 41.18% | +41.18% | -16.18% | +58.82% | 43.69% | 06:43 | 04:51 | 05:36 | 06:45 | 07:19 | 08:46 | 01:43 | 01:16 |
 | Blight Stone | 17 | 100.00% | 86.8 | 41.18% | +41.18% | -16.18% | +8.82% | 25.00% | -00:21 | -01:29 | -01:29 | -01:29 | 00:42 | 05:55 | 02:11 | 01:37 |
 | Desolator | 11 | 64.71% | 84.2 | 45.45% | +12.12% | -12.12% | -12.12% | 0.00% | 17:04 | 12:27 | 13:44 | 16:45 | 18:48 | 24:38 | 05:04 | 03:45 |
 | Morbid Mask | 9 | 52.94% | 81.6 | 44.44% | +6.94% | -44.44% | +5.56% | 20.55% | 08:57 | 07:08 | 07:32 | 08:56 | 09:58 | 11:17 | 02:26 | 01:48 |
 | Mask of Madness | 9 | 52.94% | 78.9 | 44.44% | +6.94% | +5.56% | +5.56% | 0.00% | 11:03 | 09:03 | 09:35 | 11:22 | 12:30 | 12:56 | 02:55 | 02:09 |
 | Monkey King Bar | 3 | 17.65% | 76.3 | 66.67% | +30.96% | +33.33% | 0.00% | 0.00% | 28:13 | 19:09 | 19:09 | 28:17 | 37:14 | 37:14 | 18:05 | 13:23 |
 | Ring of Protection | 11 | 64.71% | 73.7 | 36.36% | -13.64% | -3.03% | -3.03% | 0.00% | 22:00 | 18:11 | 19:25 | 22:16 | 23:08 | 25:19 | 03:43 | 02:45 |
 | Fluffy Hat | 7 | 41.18% | 71.1 | 42.86% | +2.86% | +57.14% | +7.14% | -22.39% | 05:51 | 01:55 | 02:04 | 02:19 | 04:18 | 21:53 | 02:14 | 01:39 |
 | Orb of Corrosion | 7 | 41.18% | 68.4 | 42.86% | +2.86% | +57.14% | +7.14% | -20.98% | 06:48 | 02:17 | 02:32 | 03:03 | 04:55 | 24:55 | 02:23 | 01:45 |
 | Aghanim's Shard | 14 | 82.35% | 65.8 | 28.57% | -71.43% | -3.57% | -28.57% | -5.51% | 20:27 | 17:37 | 18:00 | 19:23 | 22:32 | 25:18 | 04:32 | 03:21 |
 | Wraith Band | 4 | 23.53% | 63.2 | 50.00% | +11.54% | +50.00% | +50.00% | 0.00% | 19:47 | 02:12 | 02:12 | 23:51 | 24:16 | 28:50 | 22:04 | 16:20 |
 | Skull Basher | 9 | 52.94% | 60.5 | 33.33% | -16.67% | +16.67% | +16.67% | 0.00% | 26:12 | 15:10 | 16:25 | 27:21 | 32:09 | 41:10 | 15:44 | 11:39 |
 | Buckler | 10 | 58.82% | 57.9 | 30.00% | -27.14% | +3.33% | -30.00% | -8.62% | 22:13 | 18:24 | 19:25 | 22:36 | 23:17 | 25:19 | 03:52 | 02:51 |
 | Orchid Malevolence | 1 | 5.88% | 55.3 | 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 |
 | Bracer | 1 | 5.88% | 52.6 | 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 |
 | Mage Slayer | 1 | 5.88% | 50.0 | 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 |
 | Bloodthorn | 1 | 5.88% | 47.4 | 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 |
 | Black King Bar | 6 | 35.29% | 44.7 | 33.33% | -12.12% | -33.33% | -33.33% | 0.00% | 34:59 | 25:11 | 31:31 | 33:20 | 37:33 | 48:43 | 06:02 | 04:28 |
 | Javelin | 8 | 47.06% | 42.1 | 25.00% | -30.56% | -25.00% | -25.00% | 0.00% | 20:17 | 08:58 | 09:06 | 12:03 | 15:19 | 1:04:24 | 06:13 | 04:36 |
 | Moon Shard | 2 | 11.76% | 39.5 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 28:56 | 25:27 | 25:27 | 32:24 | 32:24 | 32:24 | 06:57 | 05:08 |
 | Void Stone | 2 | 11.76% | 36.8 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 37:35 | 16:24 | 16:24 | 58:45 | 58:45 | 58:45 | 42:21 | 31:22 |
 | Aghanim's Scepter | 3 | 17.65% | 34.2 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 42:16 | 32:46 | 32:46 | 40:15 | 53:46 | 53:46 | 21:00 | 15:33 |
 | Mjollnir | 4 | 23.53% | 31.6 | 25.00% | -21.15% | -25.00% | -25.00% | 0.00% | 35:24 | 18:10 | 18:10 | 21:30 | 37:31 | 1:04:24 | 19:21 | 14:20 |
 | Magic Stick | 4 | 23.53% | 28.9 | 25.00% | -21.15% | -25.00% | -25.00% | 0.00% | 03:52 | -01:29 | -01:29 | 02:24 | 02:45 | 11:48 | 04:14 | 03:08 |
 | Maelstrom | 6 | 35.29% | 26.3 | 16.67% | -37.88% | +33.33% | -16.67% | -6.86% | 21:47 | 10:21 | 11:37 | 12:36 | 18:54 | 1:04:24 | 07:17 | 05:23 |
 | Assault Cuirass | 7 | 41.18% | 23.7 | 14.29% | -45.71% | +35.71% | -14.29% | -10.87% | 28:17 | 20:10 | 24:11 | 26:37 | 28:47 | 42:39 | 04:36 | 03:24 |
 | Crystalys | 1 | 5.88% | 21.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.88% | 18.4 | 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 |
 | Refresher Orb | 1 | 5.88% | 15.8 | 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 |
 | Silver Edge | 1 | 5.88% | 13.2 | 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 |
 | Ring of Health | 1 | 5.88% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 58:44 | 00:00 | 00:00 |
 | Magic Wand | 2 | 11.76% | 7.9 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 10:34 | 08:49 | 08:49 | 12:18 | 12:18 | 12:18 | 03:29 | 02:34 |
 | Swift Blink | 1 | 5.88% | 5.3 | 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 |
 | Blink Dagger | 1 | 5.88% | 2.6 | 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 |