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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 | |
Aghanim's Shard | 4 | 33.33% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:59 | 18:09 | 18:09 | 22:45 | 33:23 | 45:39 | 15:14 | 11:17 | |
Tranquil Boots | 3 | 25.00% | 97.2 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 11:14 | 02:37 | 02:37 | 03:45 | 27:20 | 27:20 | 24:43 | 18:18 | |
Buckler | 3 | 25.00% | 94.4 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 10:47 | 08:24 | 08:24 | 09:10 | 14:46 | 14:46 | 06:22 | 04:42 | |
Arcane Boots | 3 | 25.00% | 91.7 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 09:41 | 06:57 | 06:57 | 08:16 | 13:51 | 13:51 | 06:54 | 05:06 | |
Guardian Greaves | 3 | 25.00% | 88.9 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 14:28 | 11:54 | 11:54 | 14:01 | 17:29 | 17:29 | 05:35 | 04:08 | |
Fluffy Hat | 8 | 66.67% | 86.1 | 75.00% | +25.00% | -25.00% | +25.00% | 9.43% | 14:06 | 06:18 | 09:14 | 12:33 | 14:32 | 30:10 | 05:18 | 03:55 | |
Ring of Protection | 10 | 83.33% | 83.3 | 70.00% | +20.00% | -3.33% | +30.00% | 6.67% | 06:52 | 01:26 | 04:10 | 06:58 | 09:10 | 14:46 | 05:00 | 03:42 | |
Boots of Speed | 12 | 100.00% | 80.6 | 66.67% | +66.67% | -33.34% | +33.33% | 28.78% | 01:56 | -01:29 | 01:13 | 01:48 | 03:32 | 04:41 | 02:19 | 01:42 | |
Force Staff | 7 | 58.33% | 77.8 | 71.43% | +11.43% | +28.57% | -21.43% | -16.57% | 19:42 | 14:48 | 15:22 | 16:35 | 18:23 | 33:30 | 03:01 | 02:14 | |
Magic Stick | 6 | 50.00% | 75.0 | 66.67% | 0.00% | +33.33% | -66.67% | -15.63% | 03:58 | -01:29 | -01:09 | 03:15 | 07:33 | 10:27 | 08:42 | 06:26 | |
Quelling Blade | 2 | 16.67% | 72.2 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Chainmail | 4 | 33.33% | 69.4 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 05:50 | 03:19 | 03:19 | 04:16 | 07:30 | 08:14 | 04:11 | 03:05 | |
Mekansm | 4 | 33.33% | 66.7 | 75.00% | +12.50% | +25.00% | -75.00% | -21.13% | 08:25 | 05:49 | 05:49 | 06:45 | 10:33 | 10:33 | 04:44 | 03:30 | |
Headdress | 4 | 33.33% | 63.9 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 03:48 | -01:29 | -01:29 | 03:55 | 06:01 | 06:45 | 07:30 | 05:33 | |
Spirit Vessel | 7 | 58.33% | 61.1 | 57.14% | -22.86% | +42.86% | -7.14% | -28.04% | 11:35 | 09:18 | 10:11 | 10:54 | 11:58 | 15:08 | 01:47 | 01:19 | |
Void Stone | 7 | 58.33% | 58.3 | 57.14% | -22.86% | +42.86% | -7.14% | -12.50% | 23:18 | 16:54 | 20:52 | 24:02 | 24:52 | 28:19 | 04:00 | 02:57 | |
Urn of Shadows | 7 | 58.33% | 55.6 | 57.14% | -22.86% | +42.86% | -7.14% | -13.04% | 06:21 | 03:05 | 03:34 | 07:10 | 07:24 | 09:53 | 03:50 | 02:50 | |
Wind Lace | 5 | 41.67% | 52.8 | 60.00% | -11.43% | +40.00% | +40.00% | 0.00% | 07:59 | -01:29 | -01:29 | 03:01 | 09:13 | 26:50 | 10:42 | 07:55 | |
Scythe of Vyse | 5 | 41.67% | 50.0 | 60.00% | -11.43% | +40.00% | -60.00% | -11.54% | 26:51 | 21:10 | 21:10 | 25:07 | 29:50 | 35:25 | 08:40 | 06:25 | |
Boots of Travel | 5 | 41.67% | 47.2 | 60.00% | -11.43% | +40.00% | +40.00% | 0.00% | 37:35 | 30:02 | 30:02 | 39:20 | 41:31 | 44:12 | 11:29 | 08:30 | |
Aether Lens | 4 | 33.33% | 44.4 | 50.00% | -25.00% | +50.00% | +50.00% | 0.00% | 26:48 | 16:54 | 16:54 | 24:18 | 26:26 | 39:33 | 09:32 | 07:03 | |
Black King Bar | 4 | 33.33% | 41.7 | 50.00% | -25.00% | +50.00% | -50.00% | -10.22% | 27:34 | 21:08 | 21:08 | 23:19 | 30:55 | 34:55 | 09:47 | 07:14 | |
Magic Wand | 4 | 33.33% | 38.9 | 50.00% | -25.00% | -50.00% | -50.00% | 0.00% | 11:52 | 05:33 | 05:33 | 08:04 | 08:35 | 25:17 | 03:02 | 02:14 | |
Overwhelming Blink | 1 | 8.33% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 8.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 00:00 | 00:00 | |
Bottle | 1 | 8.33% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:33 | 00:33 | 00:33 | 00:33 | 00:33 | 00:33 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 8.33% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 8.33% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 00:00 | 00:00 | |
Ring of Health | 1 | 8.33% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 00:00 | 00:00 | |
Dagon (level 5) | 1 | 8.33% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 00:00 | 00:00 | |
Null Talisman | 1 | 8.33% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:50 | 02:50 | 02:50 | 02:50 | 02:50 | 02:50 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 8.33% | 13.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 8.33% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 00:00 | 00:00 | |
Blink Dagger | 1 | 8.33% | 8.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 00:00 | 00:00 | |
Octarine Core | 3 | 25.00% | 5.6 | 33.33% | -44.45% | +66.67% | 0.00% | 0.00% | 28:03 | 21:39 | 21:39 | 27:12 | 35:19 | 35:19 | 13:40 | 10:07 | |
Ghost Scepter | 1 | 8.33% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 00:00 | 00:00 |