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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 Scepter | 11 | 35.48% | 100.0 | 63.64% | +28.64% | +36.36% | -30.31% | -9.03% | 33:51 | 26:14 | 29:43 | 33:20 | 37:06 | 42:24 | 07:23 | 05:28 | |
Assault Cuirass | 5 | 16.13% | 97.0 | 80.00% | +41.54% | +20.00% | -80.00% | 0.00% | 36:32 | 30:45 | 30:45 | 35:46 | 39:58 | 40:47 | 09:13 | 06:49 | |
Buckler | 5 | 16.13% | 93.9 | 80.00% | +41.54% | +20.00% | -80.00% | 0.00% | 35:53 | 30:09 | 30:09 | 34:59 | 39:41 | 40:14 | 09:32 | 07:03 | |
Quelling Blade | 26 | 83.87% | 90.9 | 50.00% | +30.00% | +21.43% | -16.67% | -38.10% | -01:17 | -01:29 | -01:29 | -01:29 | -01:28 | 00:29 | 00:01 | 00:00 | |
Magic Stick | 19 | 61.29% | 87.9 | 52.63% | +19.30% | -12.63% | +7.37% | 10.91% | 02:43 | -01:29 | -01:28 | 01:35 | 03:18 | 09:29 | 04:46 | 03:31 | |
Aghanim's Shard | 30 | 96.77% | 84.8 | 46.67% | +46.67% | +15.83% | -3.81% | -7.14% | 17:20 | 15:00 | 15:32 | 16:40 | 18:17 | 23:52 | 02:45 | 02:02 | |
Bracer | 30 | 96.77% | 81.8 | 46.67% | +46.67% | -34.17% | +24.76% | 58.93% | 01:56 | -01:29 | 01:54 | 02:05 | 02:17 | 03:44 | 00:23 | 00:17 | |
Black King Bar | 28 | 90.32% | 78.8 | 46.43% | +13.10% | +39.28% | -17.86% | -13.50% | 25:08 | 16:38 | 22:17 | 24:55 | 26:31 | 31:13 | 04:14 | 03:08 | |
Blink Dagger | 31 | 100.00% | 75.8 | 45.16% | +45.16% | -7.66% | +4.84% | 7.81% | 13:36 | 11:02 | 12:06 | 12:53 | 13:42 | 23:36 | 01:36 | 01:11 | |
Boots of Speed | 31 | 100.00% | 72.7 | 45.16% | +45.16% | -7.66% | +29.84% | 22.06% | 05:24 | 02:18 | 04:24 | 05:37 | 06:06 | 07:55 | 01:42 | 01:15 | |
Ring of Protection | 30 | 96.77% | 69.7 | 43.33% | -56.67% | +19.17% | -14.76% | -6.55% | 05:37 | -01:29 | 02:39 | 04:56 | 07:50 | 18:57 | 05:11 | 03:50 | |
Soul Ring | 30 | 96.77% | 66.7 | 43.33% | -56.67% | -18.33% | -14.76% | 1.19% | 07:14 | 02:10 | 05:26 | 06:45 | 08:26 | 19:19 | 03:00 | 02:13 | |
Power Treads | 27 | 87.10% | 63.6 | 40.74% | -34.26% | +16.40% | +2.12% | -8.01% | 07:57 | 06:10 | 06:50 | 07:33 | 08:37 | 14:05 | 01:47 | 01:19 | |
Overwhelming Blink | 4 | 12.90% | 60.6 | 75.00% | +34.26% | +25.00% | +25.00% | 0.00% | 39:51 | 35:43 | 35:43 | 37:15 | 41:50 | 44:36 | 06:07 | 04:31 | |
Wind Lace | 4 | 12.90% | 57.6 | 75.00% | +34.26% | +25.00% | +25.00% | 0.00% | 05:28 | -01:29 | -01:29 | 04:10 | 08:27 | 10:45 | 09:56 | 07:21 | |
Morbid Mask | 4 | 12.90% | 54.5 | 75.00% | +34.26% | +25.00% | +25.00% | 0.00% | 47:37 | 42:01 | 42:01 | 45:49 | 47:32 | 55:06 | 05:31 | 04:05 | |
Magic Wand | 18 | 58.06% | 51.5 | 44.44% | -1.71% | -4.44% | +5.56% | 1.82% | 08:30 | -01:29 | 04:03 | 05:28 | 09:33 | 24:08 | 05:30 | 04:04 | |
Void Stone | 2 | 6.45% | 48.5 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 23:46 | 10:56 | 10:56 | 36:36 | 36:36 | 36:36 | 25:40 | 19:00 | |
Heaven's Halberd | 7 | 22.58% | 45.5 | 57.14% | +15.47% | +42.86% | -57.14% | -53.57% | 30:34 | 27:23 | 28:43 | 30:07 | 30:35 | 34:57 | 01:52 | 01:22 | |
Sange | 7 | 22.58% | 42.4 | 57.14% | +15.47% | -7.14% | -57.14% | -44.78% | 28:22 | 25:08 | 27:23 | 28:19 | 28:30 | 33:03 | 01:07 | 00:49 | |
Shadow Blade | 5 | 16.13% | 39.4 | 60.00% | +17.69% | -60.00% | +40.00% | 0.00% | 36:33 | 28:37 | 28:37 | 36:27 | 42:18 | 45:38 | 13:41 | 10:08 | |
Satanic | 3 | 9.68% | 36.4 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 49:44 | 46:07 | 46:07 | 47:47 | 55:19 | 55:19 | 09:12 | 06:48 | |
Crystalys | 3 | 9.68% | 33.3 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 39:14 | 30:45 | 30:45 | 41:56 | 45:02 | 45:02 | 14:17 | 10:34 | |
Silver Edge | 3 | 9.68% | 30.3 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 40:49 | 31:22 | 31:22 | 45:02 | 46:03 | 46:03 | 14:41 | 10:52 | |
Eye of Skadi | 1 | 3.23% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 | |
Arcane Boots | 1 | 3.23% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 08:47 | 00:00 | 00:00 | |
Aether Lens | 1 | 3.23% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 00:00 | 00:00 | |
Force Staff | 1 | 3.23% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:13 | 26:13 | 26:13 | 26:13 | 26:13 | 26:13 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 3.23% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 | |
Ring of Health | 1 | 3.23% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 | |
Swift Blink | 1 | 3.23% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 3.23% | 6.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 | |
Aeon Disk | 2 | 6.45% | 3.0 | 50.00% | +5.17% | +50.00% | 0.00% | 0.00% | 40:25 | 32:47 | 32:47 | 48:03 | 48:03 | 48:03 | 15:16 | 11:18 |