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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Magic Stick | 11 | 64.71% | 100.0 | 54.55% | +21.22% | -21.22% | +12.12% | 6.29% | 03:53 | -01:29 | -01:27 | 03:30 | 06:45 | 12:09 | 08:12 | 06:04 | |
Arcane Boots | 11 | 64.71% | 97.4 | 54.55% | +21.22% | +12.12% | -21.22% | -8.77% | 13:20 | 06:47 | 07:55 | 09:34 | 11:43 | 40:01 | 03:48 | 02:48 | |
Magic Wand | 17 | 100.00% | 94.7 | 47.06% | +47.06% | -22.06% | +2.94% | 2.96% | 05:11 | -01:29 | -01:29 | 05:22 | 09:56 | 17:22 | 11:25 | 08:27 | |
Boots of Speed | 17 | 100.00% | 92.1 | 47.06% | +47.06% | +27.94% | -47.06% | -22.96% | 08:01 | 02:03 | 05:51 | 08:12 | 09:07 | 16:20 | 03:16 | 02:25 | |
Shiva's Guard | 2 | 11.76% | 89.5 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 33:39 | 27:39 | 27:39 | 39:39 | 39:39 | 39:39 | 12:00 | 08:53 | |
Vanguard | 15 | 88.24% | 86.8 | 46.67% | -3.33% | +28.33% | -21.67% | -24.59% | 06:39 | 03:37 | 05:46 | 06:22 | 07:48 | 09:20 | 02:02 | 01:30 | |
Ring of Health | 16 | 94.12% | 84.2 | 43.75% | -56.25% | +56.25% | -43.75% | -93.75% | 03:11 | 00:06 | 02:34 | 03:11 | 03:38 | 05:22 | 01:04 | 00:47 | |
Headdress | 13 | 76.47% | 81.6 | 46.15% | -3.85% | +20.52% | -46.15% | -12.35% | 14:35 | 08:32 | 11:00 | 14:12 | 16:24 | 23:59 | 05:24 | 04:00 | |
Ring of Protection | 14 | 82.35% | 78.9 | 42.86% | -23.81% | +7.14% | -42.86% | -9.84% | 13:38 | -01:29 | 08:31 | 10:58 | 13:36 | 44:31 | 05:05 | 03:45 | |
Crimson Guard | 8 | 47.06% | 76.3 | 50.00% | +5.56% | 0.00% | -50.00% | -8.90% | 22:42 | 15:02 | 17:43 | 20:20 | 23:20 | 31:43 | 05:37 | 04:09 | |
Helm of Iron Will | 8 | 47.06% | 73.7 | 50.00% | +5.56% | 0.00% | -50.00% | -7.41% | 20:43 | 12:26 | 15:40 | 18:55 | 22:25 | 31:19 | 06:45 | 05:00 | |
Pipe of Insight | 12 | 70.59% | 71.1 | 41.67% | -18.33% | +25.00% | -41.67% | -13.84% | 20:00 | 14:08 | 16:38 | 17:30 | 21:27 | 29:07 | 04:49 | 03:34 | |
Aghanim's Shard | 9 | 52.94% | 68.4 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 27:13 | 16:20 | 18:21 | 23:12 | 33:29 | 42:40 | 15:08 | 11:12 | |
Urn of Shadows | 9 | 52.94% | 65.8 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 10:08 | 02:29 | 08:42 | 11:10 | 11:41 | 14:14 | 02:59 | 02:12 | |
Quelling Blade | 6 | 35.29% | 63.2 | 50.00% | +4.55% | 0.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Wind Lace | 3 | 17.65% | 60.5 | 66.67% | +23.81% | -66.67% | 0.00% | 4.05% | 12:04 | 02:49 | 02:49 | 14:06 | 19:16 | 19:16 | 16:27 | 12:11 | |
Spirit Vessel | 7 | 41.18% | 57.9 | 42.86% | -7.14% | +57.14% | -42.86% | -100.00% | 16:10 | 12:08 | 13:39 | 14:01 | 14:20 | 27:17 | 00:41 | 00:30 | |
Refresher Orb | 1 | 5.88% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 00:00 | 00:00 | |
Cornucopia | 1 | 5.88% | 52.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 5.88% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 | |
Mage Slayer | 1 | 5.88% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 5.88% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 5.88% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:46 | 14:46 | 14:46 | 14:46 | 14:46 | 14:46 | 00:00 | 00:00 | |
Void Stone | 1 | 5.88% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 00:00 | 00:00 | |
Boots of Travel | 1 | 5.88% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 | |
Morbid Mask | 1 | 5.88% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 22:07 | 00:00 | 00:00 | |
Octarine Core | 1 | 5.88% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 00:00 | 00:00 | |
Buckler | 5 | 29.41% | 28.9 | 40.00% | -10.00% | +60.00% | -40.00% | -4.13% | 26:32 | 11:24 | 11:24 | 23:05 | 35:38 | 44:31 | 24:14 | 17:57 | |
Guardian Greaves | 2 | 11.76% | 26.3 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 18:02 | 14:42 | 14:42 | 21:22 | 21:22 | 21:22 | 06:40 | 04:56 | |
Aghanim's Scepter | 2 | 11.76% | 23.7 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 23:05 | 20:58 | 20:58 | 25:11 | 25:11 | 25:11 | 04:13 | 03:07 | |
Radiance | 2 | 11.76% | 21.1 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 26:17 | 22:08 | 22:08 | 30:26 | 30:26 | 30:26 | 08:18 | 06:08 | |
Chainmail | 2 | 11.76% | 18.4 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 12:25 | 08:35 | 08:35 | 16:15 | 16:15 | 16:15 | 07:40 | 05:40 | |
Mekansm | 2 | 11.76% | 15.8 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 14:38 | 11:14 | 11:14 | 18:01 | 18:01 | 18:01 | 06:47 | 05:01 | |
Blink Dagger | 3 | 17.65% | 13.2 | 33.33% | -16.67% | -33.33% | 0.00% | 5.68% | 27:38 | 24:11 | 24:11 | 28:39 | 30:03 | 30:03 | 05:52 | 04:20 | |
Heaven's Halberd | 2 | 11.76% | 10.5 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 30:24 | 29:46 | 29:46 | 31:01 | 31:01 | 31:01 | 01:15 | 00:55 | |
Sange | 2 | 11.76% | 7.9 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 27:10 | 24:25 | 24:25 | 29:54 | 29:54 | 29:54 | 05:29 | 04:03 | |
Black King Bar | 1 | 5.88% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 00:00 | 00:00 | |
Assault Cuirass | 2 | 11.76% | 2.6 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 42:01 | 39:27 | 39:27 | 44:35 | 44:35 | 44:35 | 05:08 | 03:48 |