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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 | |
Arcane Boots | 10 | 40.00% | 100.0 | 80.00% | +33.33% | +20.00% | +20.00% | 0.00% | 23:00 | 05:28 | 13:09 | 20:59 | 28:33 | 50:07 | 15:24 | 11:24 | |
Lotus Orb | 4 | 16.00% | 97.7 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 33:14 | 24:40 | 24:40 | 30:14 | 35:17 | 42:44 | 10:37 | 07:51 | |
Aeon Disk | 4 | 16.00% | 95.5 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 38:57 | 30:54 | 30:54 | 31:28 | 42:55 | 50:29 | 12:01 | 08:54 | |
Ring of Health | 4 | 16.00% | 93.2 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 32:38 | 23:22 | 23:22 | 29:18 | 35:10 | 42:41 | 11:48 | 08:44 | |
Aghanim's Scepter | 7 | 28.00% | 90.9 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 29:05 | 21:15 | 25:33 | 29:13 | 32:23 | 35:00 | 06:50 | 05:03 | |
Magic Wand | 19 | 76.00% | 88.6 | 68.42% | +35.09% | +31.58% | -8.42% | -8.79% | 09:28 | 05:00 | 06:17 | 08:56 | 10:50 | 17:36 | 04:33 | 03:22 | |
Magic Stick | 24 | 96.00% | 86.4 | 62.50% | +62.50% | +4.17% | -12.50% | -2.05% | 04:52 | -01:29 | 00:14 | 04:35 | 08:22 | 18:58 | 08:08 | 06:01 | |
Blight Stone | 11 | 44.00% | 84.1 | 72.73% | +22.73% | -6.06% | -6.06% | 0.00% | 21:39 | -01:28 | 18:36 | 23:33 | 24:59 | 34:51 | 06:23 | 04:43 | |
Spirit Vessel | 11 | 44.00% | 81.8 | 72.73% | +22.73% | +27.27% | -39.40% | -36.04% | 16:09 | 13:23 | 14:33 | 15:21 | 16:24 | 22:28 | 01:51 | 01:22 | |
Boots of Speed | 25 | 100.00% | 79.5 | 60.00% | +60.00% | -10.00% | +6.67% | 3.89% | 04:52 | -01:29 | 03:01 | 05:40 | 07:18 | 08:51 | 04:17 | 03:10 | |
Ring of Protection | 18 | 72.00% | 77.3 | 61.11% | +3.97% | -1.11% | -11.11% | -2.12% | 04:43 | -01:29 | 02:08 | 05:26 | 06:51 | 12:23 | 04:43 | 03:29 | |
Crown | 10 | 40.00% | 75.0 | 70.00% | +16.67% | +30.00% | +30.00% | 0.00% | 28:21 | 19:42 | 22:47 | 25:02 | 35:03 | 37:08 | 12:16 | 09:05 | |
Void Stone | 14 | 56.00% | 72.7 | 64.29% | +9.74% | -64.29% | +35.71% | 11.28% | 21:37 | 11:25 | 15:40 | 18:16 | 24:32 | 42:41 | 08:52 | 06:34 | |
Urn of Shadows | 17 | 68.00% | 70.5 | 58.82% | -3.68% | -8.82% | +16.18% | 6.15% | 07:06 | 04:16 | 04:27 | 07:19 | 08:31 | 13:13 | 04:04 | 03:00 | |
Chainmail | 11 | 44.00% | 68.2 | 63.64% | +6.50% | +3.03% | -30.31% | -5.26% | 24:18 | 17:43 | 19:57 | 23:04 | 26:17 | 34:25 | 06:20 | 04:41 | |
Medallion of Courage | 9 | 36.00% | 65.9 | 66.67% | +10.42% | -16.67% | -16.67% | 0.00% | 24:50 | 18:36 | 19:42 | 24:06 | 26:17 | 36:12 | 06:35 | 04:52 | |
Solar Crest | 9 | 36.00% | 63.6 | 66.67% | +10.42% | +33.33% | +33.33% | 0.00% | 28:46 | 22:34 | 23:31 | 26:38 | 32:16 | 37:48 | 08:45 | 06:28 | |
Wind Lace | 18 | 72.00% | 61.4 | 55.56% | -15.87% | -15.56% | +19.44% | 3.76% | 13:52 | 02:12 | 08:57 | 13:21 | 18:16 | 30:04 | 09:19 | 06:54 | |
Eul's Scepter of Divinity | 11 | 44.00% | 59.1 | 54.55% | -9.74% | -21.22% | +12.12% | 7.46% | 20:51 | 16:01 | 17:56 | 18:38 | 22:24 | 33:21 | 04:28 | 03:18 | |
Ghost Scepter | 3 | 12.00% | 56.8 | 66.67% | +7.58% | -66.67% | 0.00% | 0.00% | 40:39 | 37:36 | 37:36 | 39:03 | 45:17 | 45:17 | 07:41 | 05:41 | |
Aghanim's Shard | 1 | 4.00% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 20:09 | 00:00 | 00:00 | |
Desolator | 1 | 4.00% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 00:00 | 00:00 | |
Dragon Lance | 1 | 4.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 4.00% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 4.00% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 00:00 | 00:00 | |
Black King Bar | 1 | 4.00% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 | |
Wraith Band | 1 | 4.00% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 00:00 | 00:00 | |
Bottle | 1 | 4.00% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:54 | 00:54 | 00:54 | 00:54 | 00:54 | 00:54 | 00:00 | 00:00 | |
Dagon | 1 | 4.00% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 | |
Power Treads | 1 | 4.00% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 07:41 | 00:00 | 00:00 | |
Fluffy Hat | 5 | 20.00% | 31.8 | 40.00% | -25.00% | -40.00% | +60.00% | 8.03% | 19:54 | 10:09 | 10:09 | 16:53 | 22:36 | 33:10 | 12:27 | 09:13 | |
Scythe of Vyse | 2 | 8.00% | 29.5 | 50.00% | -10.87% | -50.00% | 0.00% | 0.00% | 37:25 | 34:22 | 34:22 | 40:27 | 40:27 | 40:27 | 06:05 | 04:30 | |
Quelling Blade | 2 | 8.00% | 27.3 | 50.00% | -10.87% | +50.00% | 0.00% | 0.00% | 16:52 | 12:38 | 12:38 | 21:05 | 21:05 | 21:05 | 08:27 | 06:15 | |
Guardian Greaves | 2 | 8.00% | 25.0 | 50.00% | -10.87% | +50.00% | 0.00% | 0.00% | 33:57 | 30:55 | 30:55 | 36:58 | 36:58 | 36:58 | 06:03 | 04:28 | |
Headdress | 3 | 12.00% | 22.7 | 33.33% | -30.31% | +66.67% | 0.00% | 0.00% | 25:50 | 16:27 | 16:27 | 29:14 | 31:48 | 31:48 | 15:21 | 11:22 | |
Buckler | 3 | 12.00% | 20.5 | 33.33% | -30.31% | +66.67% | 0.00% | 0.00% | 32:46 | 25:41 | 25:41 | 35:17 | 37:20 | 37:20 | 11:39 | 08:37 | |
Mekansm | 3 | 12.00% | 18.2 | 33.33% | -30.31% | +66.67% | 0.00% | 0.00% | 28:38 | 24:52 | 24:52 | 29:14 | 31:48 | 31:48 | 06:56 | 05:08 | |
Force Staff | 4 | 16.00% | 15.9 | 25.00% | -41.67% | -25.00% | +75.00% | 9.97% | 26:04 | 17:41 | 17:41 | 19:08 | 27:43 | 39:44 | 10:02 | 07:25 | |
Tranquil Boots | 1 | 4.00% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 4.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 4.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 4.00% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 | |
Morbid Mask | 1 | 4.00% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 00:00 | 00:00 | |
Blink Dagger | 1 | 4.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |