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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 | |
Aghanim's Shard | 12 | 54.55% | 100.0 | 91.67% | +31.67% | +8.33% | -25.00% | -3.25% | 27:09 | 15:37 | 18:36 | 26:48 | 28:51 | 41:57 | 10:15 | 07:35 | |
Force Staff | 13 | 59.09% | 97.4 | 84.62% | +17.95% | -17.95% | +15.38% | 2.35% | 27:23 | 15:03 | 19:28 | 28:31 | 33:38 | 38:47 | 14:10 | 10:29 | |
Aghanim's Scepter | 5 | 22.73% | 94.9 | 100.00% | +29.41% | 0.00% | 0.00% | 0.00% | 36:58 | 23:34 | 23:34 | 42:37 | 43:33 | 47:48 | 19:59 | 14:48 | |
Buckler | 5 | 22.73% | 92.3 | 100.00% | +29.41% | 0.00% | 0.00% | 0.00% | 36:57 | 23:28 | 23:28 | 31:40 | 48:51 | 52:22 | 25:23 | 18:48 | |
Ring of Basilius | 5 | 22.73% | 89.7 | 100.00% | +29.41% | 0.00% | 0.00% | 0.00% | 32:08 | 07:28 | 07:28 | 28:33 | 48:51 | 52:22 | 41:23 | 30:39 | |
Ring of Health | 5 | 22.73% | 87.2 | 100.00% | +29.41% | 0.00% | 0.00% | 0.00% | 24:46 | 13:27 | 13:27 | 20:28 | 31:40 | 38:39 | 18:13 | 13:29 | |
Boots of Speed | 22 | 100.00% | 84.6 | 77.27% | +77.27% | +22.73% | -17.27% | -7.21% | 04:16 | -01:29 | -01:28 | 04:35 | 07:01 | 12:03 | 08:29 | 06:17 | |
Magic Stick | 22 | 100.00% | 82.1 | 77.27% | +77.27% | +6.06% | +2.73% | -0.77% | 06:37 | -01:29 | 04:15 | 06:37 | 08:35 | 17:30 | 04:20 | 03:12 | |
Ring of Protection | 12 | 54.55% | 79.5 | 83.33% | +13.33% | +16.67% | +16.67% | 0.00% | 13:06 | -01:29 | 00:55 | 10:37 | 13:47 | 52:22 | 12:52 | 09:31 | |
Tranquil Boots | 17 | 77.27% | 76.9 | 76.47% | -3.53% | -1.47% | +23.53% | 7.46% | 09:19 | 04:57 | 07:20 | 09:44 | 10:41 | 12:32 | 03:21 | 02:28 | |
Fluffy Hat | 16 | 72.73% | 74.4 | 75.00% | -8.33% | +25.00% | 0.00% | -2.53% | 15:53 | 05:17 | 09:22 | 12:25 | 19:14 | 35:35 | 09:52 | 07:18 | |
Wind Lace | 18 | 81.82% | 71.8 | 72.22% | -27.78% | -12.22% | +2.78% | 3.85% | 01:27 | -01:29 | -01:29 | -01:29 | 05:23 | 09:44 | 06:52 | 05:05 | |
Sange | 4 | 18.18% | 69.2 | 100.00% | +27.78% | 0.00% | 0.00% | 0.00% | 28:28 | 19:44 | 19:44 | 23:36 | 33:04 | 37:28 | 13:20 | 09:52 | |
Vladmir's Offering | 4 | 18.18% | 66.7 | 100.00% | +27.78% | 0.00% | 0.00% | 0.00% | 38:23 | 23:28 | 23:28 | 28:49 | 48:51 | 52:22 | 25:23 | 18:48 | |
Void Stone | 4 | 18.18% | 64.1 | 100.00% | +27.78% | 0.00% | 0.00% | 0.00% | 32:02 | 14:15 | 14:15 | 24:31 | 31:40 | 57:41 | 17:25 | 12:54 | |
Morbid Mask | 4 | 18.18% | 61.5 | 100.00% | +27.78% | 0.00% | 0.00% | 0.00% | 38:19 | 23:28 | 23:28 | 28:33 | 48:51 | 52:22 | 25:23 | 18:48 | |
Urn of Shadows | 9 | 40.91% | 59.0 | 77.78% | +0.86% | +22.22% | -27.78% | -4.92% | 12:13 | 03:50 | 06:35 | 13:55 | 16:45 | 17:22 | 10:10 | 07:31 | |
Magic Wand | 14 | 63.64% | 56.4 | 64.29% | -35.71% | -14.29% | -30.96% | -1.94% | 13:03 | 08:16 | 09:02 | 11:17 | 17:38 | 23:34 | 08:36 | 06:22 | |
Quelling Blade | 3 | 13.64% | 53.8 | 100.00% | +26.32% | 0.00% | 0.00% | 0.00% | 13:05 | 10:43 | 10:43 | 10:52 | 17:40 | 17:40 | 06:57 | 05:08 | |
Crimson Guard | 2 | 9.09% | 51.3 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 37:49 | 29:47 | 29:47 | 45:50 | 45:50 | 45:50 | 16:03 | 11:53 | |
Lotus Orb | 2 | 9.09% | 48.7 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 34:21 | 28:27 | 28:27 | 40:14 | 40:14 | 40:14 | 11:47 | 08:43 | |
Heaven's Halberd | 2 | 9.09% | 46.2 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 30:03 | 24:49 | 24:49 | 35:17 | 35:17 | 35:17 | 10:28 | 07:45 | |
Helm of Iron Will | 2 | 9.09% | 43.6 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 26:35 | 25:44 | 25:44 | 27:26 | 27:26 | 27:26 | 01:42 | 01:15 | |
Bracer | 2 | 9.09% | 41.0 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 15:19 | 12:07 | 12:07 | 18:31 | 18:31 | 18:31 | 06:24 | 04:44 | |
Vanguard | 2 | 9.09% | 38.5 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 29:41 | 20:28 | 20:28 | 38:53 | 38:53 | 38:53 | 18:25 | 13:38 | |
Ghost Scepter | 2 | 9.09% | 35.9 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 33:47 | 30:15 | 30:15 | 37:18 | 37:18 | 37:18 | 07:03 | 05:13 | |
Glimmer Cape | 3 | 13.64% | 33.3 | 66.67% | -12.28% | -66.67% | 0.00% | 0.00% | 25:04 | 21:38 | 21:38 | 25:39 | 27:56 | 27:56 | 06:18 | 04:40 | |
Blade Mail | 1 | 4.55% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 16:01 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 4.55% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 00:00 | 00:00 | |
Arcane Boots | 1 | 4.55% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 4.55% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 00:00 | 00:00 | |
Refresher Orb | 1 | 4.55% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:42 | 57:42 | 57:42 | 57:42 | 57:42 | 57:42 | 00:00 | 00:00 | |
Chainmail | 1 | 4.55% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:35 | 09:35 | 09:35 | 09:35 | 09:35 | 09:35 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 4.55% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 | |
Null Talisman | 1 | 4.55% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:00 | 58:00 | 58:00 | 58:00 | 58:00 | 58:00 | 00:00 | 00:00 | |
Aeon Disk | 1 | 4.55% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 | |
Blink Dagger | 1 | 4.55% | 7.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 | |
Spirit Vessel | 2 | 9.09% | 5.1 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | 22:01 | 16:05 | 16:05 | 27:57 | 27:57 | 27:57 | 11:52 | 08:47 | |
Black King Bar | 1 | 4.55% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |