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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 | 6 | 54.55% | 100.0 | 83.33% | +63.33% | -33.33% | +16.67% | 2.47% | 31:54 | 18:06 | 19:35 | 25:15 | 39:48 | 57:35 | 20:13 | 14:58 | |
Heaven's Halberd | 5 | 45.45% | 97.1 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 33:57 | 23:06 | 23:06 | 38:31 | 39:02 | 39:58 | 15:56 | 11:48 | |
Mekansm | 11 | 100.00% | 94.1 | 54.55% | +54.55% | +45.45% | +12.12% | -10.36% | 13:53 | 10:12 | 11:38 | 13:04 | 14:51 | 20:18 | 03:13 | 02:22 | |
Guardian Greaves | 11 | 100.00% | 91.2 | 54.55% | +54.55% | +12.12% | +12.12% | 0.00% | 18:02 | 15:18 | 15:46 | 16:41 | 17:30 | 24:39 | 01:44 | 01:17 | |
Ring of Protection | 11 | 100.00% | 88.2 | 54.55% | +54.55% | -21.22% | +12.12% | 20.21% | 13:51 | 02:14 | 13:51 | 14:57 | 15:30 | 23:25 | 01:39 | 01:13 | |
Boots of Speed | 11 | 100.00% | 85.3 | 54.55% | +54.55% | +12.12% | -21.22% | -16.26% | 04:43 | 02:42 | 03:29 | 04:48 | 05:32 | 07:46 | 02:03 | 01:31 | |
Arcane Boots | 11 | 100.00% | 82.4 | 54.55% | +54.55% | +12.12% | +12.12% | 0.00% | 09:14 | 06:03 | 06:55 | 08:11 | 08:31 | 23:56 | 01:36 | 01:11 | |
Chainmail | 11 | 100.00% | 79.4 | 54.55% | +54.55% | +12.12% | +45.45% | 16.00% | 11:40 | 08:29 | 09:31 | 10:54 | 11:36 | 20:11 | 02:05 | 01:32 | |
Headdress | 11 | 100.00% | 76.5 | 54.55% | +54.55% | +12.12% | -21.22% | -10.53% | 09:59 | -01:20 | 07:49 | 10:22 | 10:59 | 20:11 | 03:10 | 02:20 | |
Buckler | 11 | 100.00% | 73.5 | 54.55% | +54.55% | +12.12% | +12.12% | 0.00% | 16:28 | 13:51 | 14:40 | 15:30 | 17:00 | 23:25 | 02:20 | 01:43 | |
Sange | 6 | 54.55% | 70.6 | 66.67% | +26.67% | -16.67% | -66.67% | -3.19% | 35:37 | 20:19 | 23:40 | 32:44 | 39:20 | 60:34 | 15:40 | 11:36 | |
Scythe of Vyse | 2 | 18.18% | 67.6 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 43:18 | 37:01 | 37:01 | 49:35 | 49:35 | 49:35 | 12:34 | 09:18 | |
Wind Lace | 4 | 36.36% | 64.7 | 75.00% | +32.14% | +25.00% | -75.00% | 0.00% | 04:44 | 01:10 | 01:10 | 03:34 | 05:40 | 08:32 | 04:30 | 03:20 | |
Magic Wand | 10 | 90.91% | 61.8 | 50.00% | -50.00% | -16.67% | 0.00% | 1.91% | 06:51 | -01:29 | 02:55 | 03:39 | 11:38 | 14:11 | 08:43 | 06:27 | |
Magic Stick | 10 | 90.91% | 58.8 | 50.00% | -50.00% | -16.67% | +50.00% | 13.03% | 03:43 | -01:29 | 00:49 | 01:19 | 05:56 | 14:10 | 05:07 | 03:47 | |
Quelling Blade | 5 | 45.45% | 55.9 | 60.00% | +10.00% | +40.00% | -60.00% | -100.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:26 | 00:01 | 00:00 | |
Wraith Band | 5 | 45.45% | 52.9 | 60.00% | +10.00% | +40.00% | -60.00% | -100.00% | 01:26 | -01:28 | -01:28 | 01:39 | 01:57 | 03:39 | 03:25 | 02:31 | |
Black King Bar | 6 | 54.55% | 50.0 | 50.00% | -10.00% | -50.00% | -50.00% | 0.00% | 28:24 | 24:41 | 26:39 | 27:14 | 31:55 | 32:13 | 05:16 | 03:54 | |
Fluffy Hat | 3 | 27.27% | 47.1 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 29:05 | 17:30 | 17:30 | 24:56 | 44:49 | 44:49 | 27:19 | 20:14 | |
Ring of Health | 3 | 27.27% | 44.1 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 19:32 | 11:45 | 11:45 | 18:30 | 28:21 | 28:21 | 16:36 | 12:17 | |
Force Staff | 3 | 27.27% | 41.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 36:54 | 23:03 | 23:03 | 42:51 | 44:49 | 44:49 | 21:46 | 16:07 | |
Void Stone | 4 | 36.36% | 38.2 | 50.00% | -7.14% | +50.00% | -50.00% | 0.00% | 29:04 | 07:38 | 07:38 | 28:21 | 37:01 | 43:17 | 29:23 | 21:45 | |
Blink Dagger | 1 | 9.09% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 00:00 | 00:00 | |
Aeon Disk | 1 | 9.09% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 9.09% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:05 | 31:05 | 31:05 | 31:05 | 31:05 | 31:05 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 9.09% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 9.09% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:48 | 1:02:48 | 1:02:48 | 1:02:48 | 1:02:48 | 1:02:48 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 9.09% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:42 | 22:42 | 22:42 | 22:42 | 22:42 | 22:42 | 00:00 | 00:00 | |
Lotus Orb | 2 | 18.18% | 17.6 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 21:40 | 11:52 | 11:52 | 31:28 | 31:28 | 31:28 | 19:36 | 14:31 | |
Null Talisman | 3 | 27.27% | 14.7 | 33.33% | -29.17% | -33.33% | 0.00% | 0.00% | 02:29 | 01:42 | 01:42 | 02:44 | 03:00 | 03:00 | 01:18 | 00:57 | |
Shiva's Guard | 1 | 9.09% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:15 | 36:15 | 36:15 | 36:15 | 36:15 | 36:15 | 00:00 | 00:00 | |
Aether Lens | 1 | 9.09% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:36 | 43:36 | 43:36 | 43:36 | 43:36 | 43:36 | 00:00 | 00:00 | |
Octarine Core | 1 | 9.09% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 00:00 | 00:00 | |
Urn of Shadows | 2 | 18.18% | 2.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 04:49 | 04:10 | 04:10 | 05:28 | 05:28 | 05:28 | 01:18 | 00:57 |