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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 | |
Aghanim's Shard | 6 | 31.58% | 100.0 | 83.33% | +75.64% | -33.33% | +16.67% | 2.53% | 31:42 | 21:48 | 23:48 | 24:32 | 43:32 | 48:25 | 19:44 | 14:37 | |
Silver Edge | 4 | 21.05% | 97.0 | 75.00% | +55.00% | +25.00% | +25.00% | 0.00% | 35:27 | 28:06 | 28:06 | 34:14 | 36:47 | 42:40 | 08:41 | 06:25 | |
Crystalys | 4 | 21.05% | 93.9 | 75.00% | +55.00% | +25.00% | +25.00% | 0.00% | 35:18 | 27:50 | 27:50 | 34:09 | 36:47 | 42:27 | 08:57 | 06:37 | |
Black King Bar | 7 | 36.84% | 90.9 | 57.14% | +40.47% | -7.14% | -57.14% | -10.03% | 29:22 | 23:05 | 26:39 | 30:59 | 31:38 | 32:46 | 04:59 | 03:41 | |
Quelling Blade | 10 | 52.63% | 87.9 | 50.00% | +38.89% | +16.67% | 0.00% | -16.67% | 01:01 | -01:29 | -01:29 | -01:29 | -01:28 | 23:21 | 00:01 | 00:00 | |
Shadow Blade | 17 | 89.47% | 84.8 | 35.29% | +35.29% | +39.71% | +14.71% | -2.66% | 21:28 | 13:30 | 14:36 | 18:50 | 24:00 | 46:40 | 09:24 | 06:57 | |
Soul Ring | 9 | 47.37% | 81.8 | 44.44% | +24.44% | -44.44% | +5.56% | 11.07% | 09:03 | 04:19 | 04:51 | 07:31 | 09:22 | 26:08 | 04:31 | 03:20 | |
Boots of Speed | 19 | 100.00% | 78.8 | 31.58% | +31.58% | +8.42% | -31.58% | -34.78% | 03:08 | -01:29 | 02:02 | 02:37 | 03:11 | 09:49 | 01:09 | 00:51 | |
Chainmail | 19 | 100.00% | 75.8 | 31.58% | +31.58% | +28.42% | -31.58% | -9.78% | 08:49 | 04:20 | 05:07 | 06:44 | 11:15 | 17:30 | 06:08 | 04:32 | |
Phase Boots | 19 | 100.00% | 72.7 | 31.58% | +31.58% | +28.42% | -31.58% | -11.36% | 10:15 | 05:22 | 07:04 | 08:13 | 12:21 | 18:17 | 05:17 | 03:54 | |
Magic Stick | 14 | 73.68% | 69.7 | 35.71% | +15.71% | +39.29% | -2.38% | -7.69% | 04:29 | -01:29 | 01:49 | 02:29 | 07:14 | 12:10 | 05:25 | 04:00 | |
Wind Lace | 14 | 73.68% | 66.7 | 35.71% | +15.71% | -10.71% | -35.71% | -6.05% | 08:49 | 04:07 | 06:00 | 07:15 | 10:08 | 18:40 | 04:08 | 03:03 | |
Ring of Protection | 10 | 52.63% | 63.6 | 40.00% | +17.78% | -40.00% | +10.00% | 10.83% | 07:20 | -01:29 | 03:49 | 05:43 | 08:26 | 26:08 | 04:37 | 03:25 | |
Aghanim's Scepter | 10 | 52.63% | 60.6 | 40.00% | +17.78% | +60.00% | -40.00% | -10.15% | 29:01 | 19:48 | 22:19 | 27:52 | 32:10 | 41:43 | 09:51 | 07:17 | |
Magic Wand | 10 | 52.63% | 57.6 | 30.00% | -3.33% | +3.33% | +20.00% | 3.20% | 12:20 | 02:42 | 07:49 | 09:43 | 13:02 | 27:58 | 05:13 | 03:51 | |
Aether Lens | 1 | 5.26% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 00:00 | 00:00 | |
Kaya | 1 | 5.26% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 00:00 | 00:00 | |
Yasha | 1 | 5.26% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 00:00 | 00:00 | |
Octarine Core | 1 | 5.26% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 00:00 | 00:00 | |
Ring of Health | 1 | 5.26% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:53 | 1:01:53 | 1:01:53 | 1:01:53 | 1:01:53 | 1:01:53 | 00:00 | 00:00 | |
Void Stone | 1 | 5.26% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 00:00 | 00:00 | |
Refresher Orb | 1 | 5.26% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:59 | 1:01:59 | 1:01:59 | 1:01:59 | 1:01:59 | 1:01:59 | 00:00 | 00:00 | |
Yasha and Kaya | 1 | 5.26% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 00:00 | 00:00 | |
Echo Sabre | 1 | 5.26% | 30.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 5.26% | 27.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 00:00 | 00:00 | |
Hand of Midas | 1 | 5.26% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 00:00 | 00:00 | |
Orb of Venom | 2 | 10.53% | 21.2 | 0.00% | -35.29% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | 00:01 | 00:00 | |
Heaven's Halberd | 2 | 10.53% | 18.2 | 0.00% | -35.29% | 0.00% | 0.00% | 0.00% | 32:52 | 24:47 | 24:47 | 40:56 | 40:56 | 40:56 | 16:09 | 11:57 | |
Drum of Endurance | 1 | 5.26% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 00:00 | 00:00 | |
Bracer | 5 | 26.32% | 12.1 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 01:24 | -01:29 | -01:29 | 01:47 | 02:43 | 05:24 | 04:12 | 03:06 | |
Force Staff | 1 | 5.26% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 5.26% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:15 | 06:15 | 06:15 | 06:15 | 06:15 | 06:15 | 00:00 | 00:00 | |
Sange | 2 | 10.53% | 3.0 | 0.00% | -35.29% | 0.00% | 0.00% | 0.00% | 31:09 | 21:39 | 21:39 | 40:39 | 40:39 | 40:39 | 19:00 | 14:04 |