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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 | |
Quelling Blade | 4 | 36.36% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Ring of Protection | 3 | 27.27% | 97.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 14:30 | 06:34 | 06:34 | 12:40 | 24:17 | 24:17 | 17:43 | 13:07 | |
Magic Stick | 10 | 90.91% | 94.7 | 70.00% | +70.00% | -70.00% | +30.00% | 20.27% | 03:09 | -01:29 | -01:29 | 03:56 | 06:25 | 07:05 | 07:54 | 05:51 | |
Blink Dagger | 11 | 100.00% | 92.1 | 63.64% | +63.64% | +3.03% | -30.31% | -4.87% | 22:08 | 16:04 | 18:04 | 21:10 | 24:55 | 30:18 | 06:51 | 05:04 | |
Magic Wand | 11 | 100.00% | 89.5 | 63.64% | +63.64% | +3.03% | -30.31% | -8.89% | 06:02 | -01:29 | 03:56 | 06:23 | 07:41 | 13:04 | 03:45 | 02:46 | |
Boots of Speed | 11 | 100.00% | 86.8 | 63.64% | +63.64% | +36.36% | +36.36% | 0.00% | 04:11 | 01:30 | 01:53 | 02:58 | 05:22 | 07:54 | 03:29 | 02:34 | |
Hand of Midas | 10 | 90.91% | 84.2 | 60.00% | -40.00% | +6.67% | -10.00% | -14.09% | 11:45 | 08:49 | 11:06 | 11:40 | 12:17 | 14:40 | 01:11 | 00:52 | |
Chainmail | 2 | 18.18% | 81.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 14:35 | 04:54 | 04:54 | 24:16 | 24:16 | 24:16 | 19:22 | 14:20 | |
Octarine Core | 4 | 36.36% | 78.9 | 75.00% | +17.86% | -75.00% | +25.00% | 4.38% | 30:54 | 14:42 | 14:42 | 33:30 | 37:31 | 37:52 | 22:49 | 16:54 | |
Void Stone | 4 | 36.36% | 76.3 | 75.00% | +17.86% | -75.00% | +25.00% | 4.34% | 30:42 | 14:23 | 14:23 | 33:16 | 37:26 | 37:42 | 23:03 | 17:04 | |
Ring of Health | 9 | 81.82% | 73.7 | 55.56% | -44.44% | +44.44% | +44.44% | 0.00% | 07:55 | 02:06 | 02:29 | 05:06 | 13:25 | 16:00 | 10:56 | 08:05 | |
Arcane Boots | 9 | 81.82% | 71.1 | 55.56% | -44.44% | -5.56% | -5.56% | 0.00% | 12:18 | 03:36 | 03:55 | 06:47 | 20:27 | 26:38 | 16:32 | 12:14 | |
Pipe of Insight | 7 | 63.64% | 68.4 | 57.14% | -17.86% | +42.86% | -57.14% | -33.71% | 17:32 | 15:11 | 15:19 | 16:07 | 18:17 | 21:28 | 02:58 | 02:11 | |
Vanguard | 7 | 63.64% | 65.8 | 57.14% | -17.86% | +42.86% | +42.86% | 0.00% | 10:48 | 06:18 | 06:44 | 11:21 | 12:28 | 17:48 | 05:44 | 04:14 | |
Headdress | 7 | 63.64% | 63.2 | 57.14% | -17.86% | +42.86% | -57.14% | -46.51% | 16:03 | 13:45 | 14:24 | 15:26 | 16:33 | 19:14 | 02:09 | 01:35 | |
Helm of Iron Will | 5 | 45.45% | 60.5 | 60.00% | -6.67% | -60.00% | +40.00% | 17.24% | 16:13 | 13:15 | 13:15 | 15:00 | 19:03 | 19:05 | 05:48 | 04:17 | |
Crimson Guard | 5 | 45.45% | 57.9 | 60.00% | -6.67% | -60.00% | +40.00% | 25.53% | 17:41 | 15:22 | 15:22 | 16:45 | 19:17 | 21:06 | 03:55 | 02:54 | |
Wind Lace | 5 | 45.45% | 55.3 | 60.00% | -6.67% | +40.00% | +40.00% | 0.00% | 00:09 | -01:29 | -01:29 | -01:29 | -01:25 | 06:35 | 00:04 | 00:02 | |
Black King Bar | 6 | 54.55% | 52.6 | 50.00% | -30.00% | -50.00% | -50.00% | 0.00% | 26:14 | 24:04 | 24:11 | 24:13 | 25:06 | 35:16 | 00:55 | 00:40 | |
Shiva's Guard | 3 | 27.27% | 50.0 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 33:11 | 28:38 | 28:38 | 32:08 | 38:46 | 38:46 | 10:08 | 07:30 | |
Fluffy Hat | 1 | 9.09% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 00:00 | 00:00 | |
Guardian Greaves | 1 | 9.09% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 9.09% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:26 | 08:26 | 08:26 | 08:26 | 08:26 | 08:26 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 9.09% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 9.09% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 9.09% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 00:00 | 00:00 | |
Soul Ring | 1 | 9.09% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 00:00 | 00:00 | |
Force Staff | 1 | 9.09% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 9.09% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 00:00 | 00:00 | |
Buckler | 1 | 9.09% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 00:00 | 00:00 | |
Mekansm | 1 | 9.09% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 00:00 | 00:00 | |
Phase Boots | 1 | 9.09% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:54 | 04:54 | 04:54 | 04:54 | 04:54 | 04:54 | 00:00 | 00:00 | |
Sange | 2 | 18.18% | 15.8 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 29:45 | 28:35 | 28:35 | 30:54 | 30:54 | 30:54 | 02:19 | 01:42 | |
Heaven's Halberd | 2 | 18.18% | 13.2 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 30:52 | 29:36 | 29:36 | 32:07 | 32:07 | 32:07 | 02:31 | 01:51 | |
Refresher Orb | 2 | 18.18% | 10.5 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 36:31 | 35:58 | 35:58 | 37:03 | 37:03 | 37:03 | 01:05 | 00:48 | |
Cornucopia | 2 | 18.18% | 7.9 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 36:30 | 35:57 | 35:57 | 37:02 | 37:02 | 37:02 | 01:05 | 00:48 | |
Boots of Travel | 3 | 27.27% | 5.3 | 33.33% | -41.67% | -33.33% | 0.00% | 0.00% | 42:56 | 39:32 | 39:32 | 44:37 | 44:40 | 44:40 | 05:08 | 03:48 | |
Aghanim's Shard | 1 | 9.09% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 00:00 | 00:00 |