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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 | |
Boots of Travel | 18 | 62.07% | 100.0 | 77.78% | +59.60% | +22.22% | -2.78% | -1.94% | 37:49 | 24:49 | 31:55 | 35:59 | 44:48 | 50:37 | 12:53 | 09:32 | |
Wind Lace | 11 | 37.93% | 97.3 | 81.82% | +42.93% | -15.15% | +18.18% | 3.00% | 10:13 | -01:29 | 04:58 | 09:23 | 16:04 | 21:09 | 11:06 | 08:13 | |
Void Stone | 24 | 82.76% | 94.6 | 66.67% | +66.67% | +16.66% | -50.00% | -6.11% | 18:43 | 08:37 | 12:24 | 15:58 | 23:19 | 37:29 | 10:55 | 08:05 | |
Octarine Core | 24 | 82.76% | 91.9 | 66.67% | +66.67% | +16.66% | -50.00% | -6.88% | 19:55 | 10:24 | 14:19 | 17:09 | 24:00 | 37:40 | 09:41 | 07:10 | |
Overwhelming Blink | 7 | 24.14% | 89.2 | 85.71% | +40.26% | +14.29% | -35.71% | 0.00% | 41:31 | 37:31 | 37:59 | 40:13 | 41:15 | 52:58 | 03:16 | 02:25 | |
Shiva's Guard | 14 | 48.28% | 86.5 | 71.43% | +31.43% | +3.57% | -4.76% | -1.80% | 32:58 | 27:25 | 30:51 | 32:54 | 35:28 | 37:12 | 04:37 | 03:25 | |
Refresher Orb | 9 | 31.03% | 83.8 | 77.78% | +32.78% | +22.22% | -27.78% | -3.20% | 41:38 | 28:46 | 31:36 | 38:42 | 47:14 | 1:10:31 | 15:38 | 11:34 | |
Cornucopia | 11 | 37.93% | 81.1 | 72.73% | +28.29% | +27.27% | -6.06% | -2.48% | 41:30 | 26:40 | 31:52 | 39:12 | 45:17 | 1:10:30 | 13:25 | 09:56 | |
Vanguard | 27 | 93.10% | 78.4 | 59.26% | +59.26% | -16.40% | +12.17% | 14.05% | 07:21 | 04:16 | 05:32 | 06:19 | 07:34 | 16:03 | 02:02 | 01:30 | |
Blink Dagger | 27 | 93.10% | 75.7 | 59.26% | +59.26% | +12.17% | -16.40% | -5.03% | 21:17 | 14:02 | 18:10 | 21:22 | 23:51 | 30:12 | 05:41 | 04:12 | |
Magic Stick | 17 | 58.62% | 73.0 | 64.71% | +23.04% | +35.29% | +10.29% | -25.00% | 01:17 | -01:29 | -01:29 | -01:29 | -01:25 | 15:34 | 00:04 | 00:02 | |
Black King Bar | 23 | 79.31% | 70.3 | 60.87% | +27.54% | +5.80% | +22.46% | 3.01% | 24:02 | 18:19 | 21:08 | 22:53 | 26:40 | 35:28 | 05:32 | 04:05 | |
Magic Wand | 19 | 65.52% | 67.6 | 63.16% | +23.16% | -23.16% | +16.84% | 6.19% | 04:47 | -01:29 | -01:26 | 05:11 | 07:54 | 15:34 | 09:20 | 06:54 | |
Arcane Boots | 28 | 96.55% | 64.9 | 57.14% | +57.14% | +42.86% | -14.28% | -12.07% | 10:22 | 03:40 | 06:21 | 08:48 | 11:05 | 25:21 | 04:44 | 03:30 | |
Boots of Speed | 29 | 100.00% | 62.2 | 55.17% | +55.17% | +16.26% | +1.97% | -3.79% | 04:45 | -01:29 | 02:54 | 05:41 | 06:40 | 08:15 | 03:46 | 02:47 | |
Ring of Health | 29 | 100.00% | 59.5 | 55.17% | +55.17% | +16.26% | +1.97% | -9.32% | 04:04 | 01:22 | 02:33 | 03:12 | 04:05 | 16:16 | 01:32 | 01:08 | |
Aghanim's Shard | 15 | 51.72% | 56.8 | 60.00% | +10.00% | +40.00% | -60.00% | -6.79% | 33:49 | 23:23 | 25:26 | 36:14 | 40:10 | 46:25 | 14:44 | 10:54 | |
Quelling Blade | 7 | 24.14% | 54.1 | 71.43% | +21.43% | +28.57% | +28.57% | 0.00% | -01:01 | -01:29 | -01:29 | -01:29 | -01:29 | 00:15 | 00:00 | 00:00 | |
Hand of Midas | 23 | 79.31% | 51.4 | 47.83% | -35.50% | -14.50% | -14.50% | 0.00% | 12:40 | 10:26 | 11:56 | 12:24 | 12:55 | 18:31 | 00:59 | 00:43 | |
Boots of Travel 2 | 3 | 10.34% | 48.6 | 66.67% | +12.82% | +33.33% | 0.00% | 0.00% | 56:41 | 49:10 | 49:10 | 50:53 | 1:10:01 | 1:10:01 | 20:51 | 15:26 | |
Headdress | 8 | 27.59% | 45.9 | 37.50% | -24.40% | +12.50% | +12.50% | 0.00% | 16:21 | 12:50 | 12:57 | 16:40 | 17:09 | 19:48 | 04:12 | 03:06 | |
Pipe of Insight | 8 | 27.59% | 43.2 | 37.50% | -24.40% | +12.50% | +12.50% | 0.00% | 17:57 | 15:23 | 16:43 | 17:40 | 18:42 | 20:46 | 01:59 | 01:28 | |
Aeon Disk | 1 | 3.45% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 | |
Moon Shard | 1 | 3.45% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:11 | 48:11 | 48:11 | 48:11 | 48:11 | 48:11 | 00:00 | 00:00 | |
Linken's Sphere | 2 | 6.90% | 35.1 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 42:16 | 39:14 | 39:14 | 45:17 | 45:17 | 45:17 | 06:03 | 04:28 | |
Aghanim's Blessing | 2 | 6.90% | 32.4 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 53:09 | 44:41 | 44:41 | 1:01:36 | 1:01:36 | 1:01:36 | 16:55 | 12:31 | |
Aghanim's Scepter | 3 | 10.34% | 29.7 | 33.33% | -24.36% | +66.67% | 0.00% | 0.00% | 54:46 | 44:41 | 44:41 | 58:13 | 1:01:23 | 1:01:23 | 16:42 | 12:22 | |
Helm of Iron Will | 5 | 17.24% | 27.0 | 20.00% | -42.50% | -20.00% | -20.00% | 0.00% | 16:49 | 12:49 | 12:49 | 15:16 | 21:02 | 21:36 | 08:13 | 06:05 | |
Crimson Guard | 5 | 17.24% | 24.3 | 20.00% | -42.50% | -20.00% | -20.00% | 0.00% | 19:10 | 14:21 | 14:21 | 16:37 | 24:03 | 25:22 | 09:42 | 07:11 | |
Skull Basher | 1 | 3.45% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 00:00 | 00:00 | |
Ring of Protection | 1 | 3.45% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 | |
Lotus Orb | 1 | 3.45% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 00:00 | 00:00 | |
Abyssal Blade | 1 | 3.45% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 00:00 | 00:00 | |
Phase Boots | 1 | 3.45% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:21 | 06:21 | 06:21 | 06:21 | 06:21 | 06:21 | 00:00 | 00:00 | |
Chainmail | 1 | 3.45% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:41 | 05:41 | 05:41 | 05:41 | 05:41 | 05:41 | 00:00 | 00:00 | |
Buckler | 1 | 3.45% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 3.45% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:41 | 45:41 | 45:41 | 45:41 | 45:41 | 45:41 | 00:00 | 00:00 |