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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 | 3 | 50.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 24:45 | 20:30 | 21:18 | 22:07 | 26:52 | 31:38 | 05:34 | 04:07 | |
Ring of Protection | 5 | 83.33% | 97.1 | 80.00% | +80.00% | -30.00% | +20.00% | 9.01% | 04:43 | 01:38 | 02:16 | 03:40 | 07:49 | 08:14 | 05:33 | 04:06 | |
Soul Ring | 5 | 83.33% | 94.3 | 80.00% | +80.00% | -30.00% | +20.00% | 15.38% | 05:56 | 04:17 | 04:34 | 04:44 | 07:49 | 08:14 | 03:15 | 02:24 | |
Bracer | 5 | 83.33% | 91.4 | 80.00% | +80.00% | +20.00% | -30.00% | -41.67% | 01:44 | 00:48 | 01:10 | 01:53 | 02:22 | 02:29 | 01:12 | 00:53 | |
Occult Bracelet | 2 | 33.33% | 88.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 | |
Buckler | 2 | 33.33% | 85.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 22:24 | 12:31 | 17:27 | 22:23 | 27:19 | 32:16 | 09:52 | 07:18 | |
Boots of Speed | 6 | 100.00% | 82.9 | 66.67% | +66.67% | +33.33% | -16.67% | -25.97% | 04:14 | 02:11 | 03:21 | 04:39 | 05:17 | 05:31 | 01:55 | 01:25 | |
Magic Stick | 6 | 100.00% | 80.0 | 66.67% | +66.67% | 0.00% | -16.67% | -16.67% | 00:35 | -01:29 | -01:29 | -00:30 | 01:09 | 06:03 | 02:38 | 01:57 | |
Phase Boots | 6 | 100.00% | 77.1 | 66.67% | +66.67% | +33.33% | -16.67% | -32.35% | 08:06 | 05:44 | 07:25 | 08:24 | 08:58 | 09:47 | 01:32 | 01:08 | |
Chainmail | 6 | 100.00% | 74.3 | 66.67% | +66.67% | +33.33% | -16.67% | -18.43% | 07:08 | 04:58 | 05:40 | 07:19 | 08:23 | 09:16 | 02:42 | 02:00 | |
Black King Bar | 4 | 66.67% | 71.4 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 28:35 | 22:47 | 25:42 | 27:15 | 30:07 | 37:00 | 04:25 | 03:16 | |
Blink Dagger | 3 | 50.00% | 68.6 | 66.67% | 0.00% | +33.33% | -66.67% | -16.85% | 24:57 | 19:07 | 21:55 | 24:44 | 27:51 | 30:59 | 05:56 | 04:23 | |
Aghanim's Shard | 4 | 66.67% | 65.7 | 50.00% | -50.00% | +50.00% | -50.00% | -43.96% | 20:52 | 16:27 | 20:11 | 21:47 | 22:27 | 23:24 | 02:16 | 01:41 | |
Magic Wand | 4 | 66.67% | 62.9 | 50.00% | -50.00% | +50.00% | -50.00% | -33.15% | 04:24 | 01:50 | 02:59 | 04:35 | 06:00 | 06:36 | 03:01 | 02:14 | |
Blade Mail | 4 | 66.67% | 60.0 | 50.00% | -50.00% | +50.00% | -50.00% | -50.53% | 12:07 | 08:53 | 11:09 | 12:11 | 13:08 | 15:12 | 01:58 | 01:27 | |
Orb of Destruction | 1 | 16.67% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 | |
Blight Stone | 1 | 16.67% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 00:00 | 00:00 | |
Wind Lace | 1 | 16.67% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 | |
Vambrace | 1 | 16.67% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 | |
Cloak of Flames | 1 | 16.67% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 16.67% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 16.67% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 00:00 | 00:00 | |
Desolator | 1 | 16.67% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 00:00 | 00:00 | |
Sange | 1 | 16.67% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:32 | 15:32 | 15:32 | 15:32 | 15:32 | 15:32 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 16.67% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 16.67% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:08 | 11:08 | 11:08 | 11:08 | 11:08 | 11:08 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 16.67% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 00:00 | 00:00 | |
Morbid Mask | 1 | 16.67% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 00:00 | 00:00 | |
Echo Sabre | 2 | 33.33% | 20.0 | 50.00% | -25.00% | +50.00% | -50.00% | 0.00% | 17:09 | 16:05 | 16:37 | 17:09 | 17:41 | 18:13 | 01:04 | 00:47 | |
Void Stone | 2 | 33.33% | 17.1 | 50.00% | -25.00% | +50.00% | -50.00% | 0.00% | 16:56 | 15:38 | 16:16 | 16:55 | 17:34 | 18:13 | 01:17 | 00:57 | |
Quelling Blade | 2 | 33.33% | 14.3 | 50.00% | -25.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Bottle | 1 | 16.67% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 00:00 | 00:00 | |
Mage Slayer | 1 | 16.67% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 00:00 | 00:00 | |
Harpoon | 1 | 16.67% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:35 | 21:35 | 21:35 | 21:35 | 21:35 | 21:35 | 00:00 | 00:00 | |
Diadem | 1 | 16.67% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:35 | 21:35 | 21:35 | 21:35 | 21:35 | 21:35 | 00:00 | 00:00 |