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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 | 22 | 44.00% | 100.0 | 63.64% | +38.64% | -30.31% | +16.36% | 6.05% | 32:39 | 22:07 | 29:16 | 32:03 | 36:59 | 41:41 | 07:43 | 05:42 | |
Aghanim's Shard | 13 | 26.00% | 96.7 | 61.54% | +26.40% | +38.46% | -28.21% | -10.42% | 26:33 | 21:35 | 22:28 | 24:44 | 28:52 | 34:41 | 06:24 | 04:44 | |
Shadow Blade | 35 | 70.00% | 93.3 | 48.57% | +21.90% | -15.24% | -4.13% | 1.58% | 20:57 | 13:53 | 17:23 | 20:44 | 24:26 | 31:49 | 07:03 | 05:13 | |
Magic Stick | 41 | 82.00% | 90.0 | 46.34% | +24.12% | +33.66% | -26.34% | -14.29% | 03:40 | -01:29 | 01:13 | 02:57 | 05:25 | 16:08 | 04:12 | 03:06 | |
Magic Wand | 26 | 52.00% | 86.7 | 50.00% | +16.67% | +7.14% | +16.67% | 1.37% | 10:48 | 02:12 | 07:31 | 10:28 | 14:29 | 18:50 | 06:58 | 05:09 | |
Wind Lace | 40 | 80.00% | 83.3 | 45.00% | +15.00% | +25.00% | -25.00% | -10.00% | 06:54 | -01:29 | 02:54 | 05:10 | 07:54 | 32:47 | 05:00 | 03:42 | |
Phase Boots | 49 | 98.00% | 80.0 | 42.86% | +42.86% | -1.19% | -17.86% | -3.60% | 11:37 | 05:13 | 08:32 | 11:37 | 13:10 | 25:14 | 04:38 | 03:25 | |
Chainmail | 50 | 100.00% | 76.7 | 42.00% | +42.00% | -3.54% | -25.33% | -4.95% | 10:04 | 02:02 | 07:36 | 09:23 | 12:00 | 25:03 | 04:24 | 03:15 | |
Boots of Speed | 50 | 100.00% | 73.3 | 42.00% | +42.00% | -3.54% | -0.33% | 0.99% | 03:27 | -01:29 | 02:25 | 03:38 | 05:39 | 09:37 | 03:14 | 02:23 | |
Black King Bar | 17 | 34.00% | 70.0 | 52.94% | +16.58% | -2.94% | -2.94% | 0.00% | 29:21 | 19:51 | 22:39 | 28:02 | 36:28 | 40:10 | 13:49 | 10:14 | |
Soul Ring | 6 | 12.00% | 66.7 | 66.67% | +28.03% | -16.67% | +33.33% | 4.51% | 11:40 | 04:11 | 07:21 | 07:38 | 18:26 | 24:20 | 11:05 | 08:12 | |
Ring of Health | 2 | 4.00% | 63.3 | 100.00% | +60.42% | 0.00% | 0.00% | 0.00% | 24:56 | 05:37 | 05:37 | 44:14 | 44:14 | 44:14 | 38:37 | 28:36 | |
Ring of Protection | 7 | 14.00% | 60.0 | 57.14% | +17.61% | -7.14% | +42.86% | 9.04% | 08:29 | -01:29 | -01:29 | 06:55 | 07:01 | 24:20 | 08:30 | 06:17 | |
Quelling Blade | 15 | 30.00% | 56.7 | 40.00% | -2.86% | -40.00% | +35.00% | 0.00% | -00:19 | -01:30 | -01:29 | -01:29 | -01:29 | 14:34 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 2.00% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 00:00 | 00:00 | |
Void Stone | 1 | 2.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:15 | 44:15 | 44:15 | 44:15 | 44:15 | 44:15 | 00:00 | 00:00 | |
Echo Sabre | 5 | 10.00% | 46.7 | 40.00% | -2.22% | -40.00% | -40.00% | 0.00% | 18:09 | 12:27 | 12:27 | 14:53 | 17:26 | 31:32 | 04:59 | 03:41 | |
Orb of Venom | 10 | 20.00% | 43.3 | 20.00% | -27.50% | -20.00% | +30.00% | 50.00% | -01:04 | -01:30 | -01:29 | -01:29 | -01:28 | 02:37 | 00:01 | 00:00 | |
Kaya | 3 | 6.00% | 40.0 | 33.33% | -9.22% | -33.33% | 0.00% | 0.00% | 35:23 | 27:47 | 27:47 | 38:11 | 40:10 | 40:10 | 12:23 | 09:10 | |
Drum of Endurance | 3 | 6.00% | 36.7 | 33.33% | -9.22% | -33.33% | 0.00% | 0.00% | 13:07 | 12:05 | 12:05 | 13:10 | 14:05 | 14:05 | 02:00 | 01:28 | |
Bottle | 4 | 8.00% | 33.3 | 25.00% | -18.48% | -25.00% | -25.00% | 0.00% | 01:43 | 01:39 | 01:39 | 01:39 | 01:41 | 01:54 | 00:02 | 00:01 | |
Bracer | 5 | 10.00% | 30.0 | 20.00% | -24.44% | +80.00% | -20.00% | 0.00% | 00:09 | -01:29 | -01:29 | -01:29 | 02:21 | 02:51 | 03:50 | 02:50 | |
Sange | 1 | 2.00% | 26.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:03 | 15:03 | 15:03 | 15:03 | 15:03 | 15:03 | 00:00 | 00:00 | |
Crystalys | 2 | 4.00% | 23.3 | 0.00% | -43.75% | 0.00% | 0.00% | 0.00% | 36:06 | 31:59 | 31:59 | 40:13 | 40:13 | 40:13 | 08:14 | 06:05 | |
Heaven's Halberd | 1 | 2.00% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 2.00% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 00:00 | 00:00 | |
Silver Edge | 2 | 4.00% | 13.3 | 0.00% | -43.75% | 0.00% | 0.00% | 0.00% | 36:10 | 32:05 | 32:05 | 40:14 | 40:14 | 40:14 | 08:09 | 06:02 | |
Null Talisman | 3 | 6.00% | 10.0 | 0.00% | -44.68% | 0.00% | 0.00% | 0.00% | 08:03 | 02:34 | 02:34 | 07:50 | 13:45 | 13:45 | 11:11 | 08:17 | |
Yasha and Kaya | 1 | 2.00% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 00:00 | 00:00 | |
Yasha | 1 | 2.00% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |