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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 | |
Abyssal Blade | 7 | 46.67% | 100.0 | 85.71% | +73.21% | +14.29% | +14.29% | 0.00% | 30:56 | 24:53 | 26:56 | 29:58 | 32:47 | 38:36 | 05:51 | 04:20 | |
Ring of Health | 9 | 60.00% | 97.1 | 77.78% | +77.78% | +22.22% | +22.22% | 0.00% | 27:08 | 02:30 | 23:21 | 28:47 | 32:43 | 38:26 | 09:22 | 06:56 | |
Vanguard | 9 | 60.00% | 94.1 | 77.78% | +77.78% | +22.22% | +22.22% | 0.00% | 27:23 | 04:50 | 23:21 | 28:47 | 32:43 | 38:26 | 09:22 | 06:56 | |
Overwhelming Blink | 6 | 40.00% | 91.2 | 83.33% | +61.11% | +16.67% | -83.33% | -16.90% | 33:57 | 28:33 | 30:49 | 33:15 | 36:44 | 38:49 | 05:55 | 04:22 | |
Assault Cuirass | 13 | 86.67% | 88.2 | 53.85% | +53.85% | +12.82% | -20.52% | -6.90% | 25:15 | 19:22 | 22:28 | 23:50 | 27:18 | 33:51 | 04:50 | 03:34 | |
Buckler | 13 | 86.67% | 85.3 | 53.85% | +53.85% | +12.82% | +12.82% | 0.00% | 24:01 | 18:57 | 20:04 | 23:13 | 25:45 | 33:42 | 05:41 | 04:12 | |
Skull Basher | 11 | 73.33% | 82.4 | 54.55% | +29.55% | +45.45% | -21.22% | -13.25% | 28:36 | 22:20 | 25:48 | 29:16 | 30:50 | 33:33 | 05:02 | 03:43 | |
Blink Dagger | 14 | 93.33% | 79.4 | 50.00% | +50.00% | +25.00% | +16.67% | -1.08% | 20:40 | 14:08 | 16:42 | 20:41 | 24:26 | 28:17 | 07:44 | 05:43 | |
Aghanim's Scepter | 4 | 26.67% | 76.5 | 75.00% | +38.64% | -75.00% | +25.00% | 0.00% | 34:19 | 27:59 | 27:59 | 28:25 | 37:43 | 43:07 | 09:44 | 07:12 | |
Aghanim's Shard | 4 | 26.67% | 73.5 | 75.00% | +38.64% | +25.00% | +25.00% | 0.00% | 33:46 | 27:50 | 27:50 | 32:22 | 33:57 | 40:53 | 06:07 | 04:31 | |
Wind Lace | 2 | 13.33% | 70.6 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 05:57 | 03:58 | 03:58 | 07:55 | 07:55 | 07:55 | 03:57 | 02:55 | |
Magic Wand | 2 | 13.33% | 67.6 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 03:33 | -01:29 | -01:29 | 08:34 | 08:34 | 08:34 | 10:03 | 07:26 | |
Bracer | 2 | 13.33% | 64.7 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 02:21 | 01:39 | 01:39 | 03:02 | 03:02 | 03:02 | 01:23 | 01:01 | |
Ring of Protection | 15 | 100.00% | 61.8 | 46.67% | +46.67% | -21.67% | +3.33% | 4.78% | 06:04 | -01:29 | 01:40 | 05:06 | 06:54 | 30:33 | 05:14 | 03:52 | |
Quelling Blade | 15 | 100.00% | 58.8 | 46.67% | +46.67% | +28.33% | +3.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Black King Bar | 15 | 100.00% | 55.9 | 46.67% | +46.67% | +3.33% | +3.33% | 0.00% | 18:22 | 15:24 | 16:49 | 18:18 | 19:05 | 23:59 | 02:16 | 01:40 | |
Radiance | 15 | 100.00% | 52.9 | 46.67% | +46.67% | +3.33% | -21.67% | -12.40% | 13:27 | 12:04 | 12:20 | 13:31 | 14:21 | 15:01 | 02:01 | 01:29 | |
Boots of Speed | 15 | 100.00% | 50.0 | 46.67% | +46.67% | -21.67% | +53.33% | 48.39% | 03:07 | 01:18 | 01:57 | 02:46 | 03:30 | 05:59 | 01:33 | 01:08 | |
Phase Boots | 14 | 93.33% | 47.1 | 42.86% | -57.14% | -17.86% | +23.81% | 35.21% | 05:56 | 03:47 | 05:11 | 05:57 | 06:22 | 07:47 | 01:11 | 00:52 | |
Chainmail | 14 | 93.33% | 44.1 | 42.86% | -57.14% | +7.14% | +23.81% | 7.58% | 04:22 | 01:41 | 03:13 | 04:14 | 05:25 | 07:15 | 02:12 | 01:37 | |
Soul Ring | 14 | 93.33% | 41.2 | 42.86% | -57.14% | +32.14% | -42.86% | -29.61% | 06:23 | 02:11 | 05:44 | 06:13 | 08:16 | 09:13 | 02:32 | 01:52 | |
Void Stone | 3 | 20.00% | 38.2 | 66.67% | +25.00% | +33.33% | 0.00% | 0.00% | 37:04 | 25:57 | 25:57 | 39:23 | 45:53 | 45:53 | 19:56 | 14:45 | |
Swift Blink | 3 | 20.00% | 35.3 | 66.67% | +25.00% | +33.33% | 0.00% | 0.00% | 34:06 | 31:50 | 31:50 | 34:15 | 36:12 | 36:12 | 04:22 | 03:14 | |
Octarine Core | 1 | 6.67% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 00:00 | 00:00 | |
Boots of Travel 2 | 1 | 6.67% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:13 | 43:13 | 43:13 | 43:13 | 43:13 | 43:13 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 6.67% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 00:00 | 00:00 | |
Arcane Boots | 1 | 6.67% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:06 | 07:06 | 07:06 | 07:06 | 07:06 | 07:06 | 00:00 | 00:00 | |
Eye of Skadi | 1 | 6.67% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 42:22 | 00:00 | 00:00 | |
Boots of Travel | 1 | 6.67% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 00:00 | 00:00 | |
Magic Stick | 7 | 46.67% | 14.7 | 28.57% | -33.93% | +21.43% | -28.57% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Crystalys | 3 | 20.00% | 11.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 34:16 | 28:13 | 28:13 | 30:13 | 44:22 | 44:22 | 16:09 | 11:57 | |
Silver Edge | 3 | 20.00% | 8.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 34:32 | 28:31 | 28:31 | 30:43 | 44:22 | 44:22 | 15:51 | 11:44 | |
Shadow Blade | 3 | 20.00% | 5.9 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 31:03 | 22:23 | 22:23 | 26:24 | 44:22 | 44:22 | 21:59 | 16:17 | |
Scythe of Vyse | 1 | 6.67% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 00:00 | 00:00 |