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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 | 16 | 88.89% | 100.0 | 75.00% | +75.00% | +25.00% | -25.00% | -28.85% | 10:48 | 06:50 | 09:48 | 10:40 | 11:32 | 15:56 | 01:44 | 01:17 | |
Blink Dagger | 13 | 72.22% | 97.1 | 76.92% | +36.92% | -10.25% | -43.59% | -3.25% | 26:04 | 17:04 | 20:27 | 24:08 | 30:43 | 37:56 | 10:16 | 07:36 | |
Magic Wand | 18 | 100.00% | 94.1 | 66.67% | +66.67% | +13.33% | -16.67% | -6.92% | 09:50 | 05:31 | 07:20 | 08:25 | 11:40 | 17:12 | 04:20 | 03:12 | |
Boots of Speed | 18 | 100.00% | 91.2 | 66.67% | +66.67% | +13.33% | -16.67% | -15.13% | 05:18 | 02:24 | 04:06 | 05:07 | 06:05 | 10:52 | 01:59 | 01:28 | |
Magic Stick | 18 | 100.00% | 88.2 | 66.67% | +66.67% | +13.33% | +33.33% | 5.08% | 01:55 | -01:29 | -01:29 | 01:14 | 05:25 | 08:23 | 06:54 | 05:06 | |
Wind Lace | 13 | 72.22% | 85.3 | 69.23% | +9.23% | -2.56% | -2.56% | 0.00% | 16:09 | 10:28 | 11:58 | 16:53 | 19:02 | 24:37 | 07:04 | 05:14 | |
Aghanim's Shard | 6 | 33.33% | 82.4 | 83.33% | +25.00% | +16.67% | +16.67% | 0.00% | 34:57 | 24:53 | 24:53 | 33:57 | 42:09 | 48:25 | 17:16 | 12:47 | |
Ring of Health | 3 | 16.67% | 79.4 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 25:41 | 15:51 | 15:51 | 16:27 | 44:46 | 44:46 | 28:55 | 21:25 | |
Lotus Orb | 3 | 16.67% | 76.5 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 29:08 | 18:43 | 18:43 | 23:30 | 45:12 | 45:12 | 26:29 | 19:37 | |
Aeon Disk | 3 | 16.67% | 73.5 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 37:53 | 34:28 | 34:28 | 34:46 | 44:26 | 44:26 | 09:58 | 07:22 | |
Void Stone | 14 | 77.78% | 70.6 | 64.29% | -10.71% | +10.71% | +2.38% | -1.78% | 18:20 | 11:11 | 15:22 | 15:51 | 20:03 | 31:00 | 04:41 | 03:28 | |
Aether Lens | 12 | 66.67% | 67.6 | 66.67% | 0.00% | +33.33% | +33.33% | 0.00% | 21:40 | 15:24 | 16:03 | 17:34 | 24:02 | 38:23 | 07:59 | 05:54 | |
Aghanim's Scepter | 5 | 27.78% | 64.7 | 80.00% | +18.46% | +20.00% | +20.00% | 0.00% | 31:17 | 22:43 | 22:43 | 32:16 | 34:09 | 37:15 | 11:26 | 08:28 | |
Tranquil Boots | 10 | 55.56% | 61.8 | 60.00% | -15.00% | -26.67% | +40.00% | 11.70% | 20:58 | 13:02 | 18:59 | 19:51 | 24:41 | 27:51 | 05:42 | 04:13 | |
Glimmer Cape | 4 | 22.22% | 58.8 | 75.00% | +10.71% | -75.00% | +25.00% | 60.61% | 29:29 | 27:04 | 27:04 | 27:34 | 28:43 | 34:36 | 01:39 | 01:13 | |
Ghost Scepter | 4 | 22.22% | 55.9 | 75.00% | +10.71% | +25.00% | -75.00% | -13.30% | 30:20 | 25:03 | 25:03 | 26:56 | 32:34 | 36:46 | 07:31 | 05:34 | |
Force Staff | 2 | 11.11% | 52.9 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 39:47 | 37:43 | 37:43 | 41:50 | 41:50 | 41:50 | 04:07 | 03:02 | |
Buckler | 2 | 11.11% | 50.0 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 20:51 | 18:23 | 18:23 | 23:19 | 23:19 | 23:19 | 04:56 | 03:39 | |
Mekansm | 2 | 11.11% | 47.1 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 13:56 | 12:39 | 12:39 | 15:12 | 15:12 | 15:12 | 02:33 | 01:53 | |
Headdress | 2 | 11.11% | 44.1 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 11:50 | 11:11 | 11:11 | 12:28 | 12:28 | 12:28 | 01:17 | 00:57 | |
Fluffy Hat | 3 | 16.67% | 41.2 | 66.67% | 0.00% | -66.67% | 0.00% | 0.00% | 29:33 | 09:08 | 09:08 | 37:41 | 41:50 | 41:50 | 32:42 | 24:13 | |
Chainmail | 3 | 16.67% | 38.2 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 14:14 | 12:29 | 12:29 | 12:39 | 17:33 | 17:33 | 05:04 | 03:45 | |
Ring of Protection | 3 | 16.67% | 35.3 | 66.67% | 0.00% | -66.67% | 0.00% | 0.00% | 16:43 | 09:11 | 09:11 | 17:40 | 23:19 | 23:19 | 14:08 | 10:28 | |
Cornucopia | 1 | 5.56% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 5.56% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:52 | 39:52 | 39:52 | 39:52 | 39:52 | 39:52 | 00:00 | 00:00 | |
Guardian Greaves | 1 | 5.56% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 00:00 | 00:00 | |
Black King Bar | 1 | 5.56% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 5.56% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:35 | 47:35 | 47:35 | 47:35 | 47:35 | 47:35 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 5.56% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:47 | 02:47 | 02:47 | 02:47 | 02:47 | 02:47 | 00:00 | 00:00 | |
Blight Stone | 2 | 11.11% | 14.7 | 50.00% | -18.75% | -50.00% | 0.00% | 0.00% | 18:08 | 17:34 | 17:34 | 18:42 | 18:42 | 18:42 | 01:08 | 00:50 | |
Solar Crest | 2 | 11.11% | 11.8 | 50.00% | -18.75% | +50.00% | 0.00% | 0.00% | 23:09 | 22:51 | 22:51 | 23:27 | 23:27 | 23:27 | 00:36 | 00:26 | |
Medallion of Courage | 2 | 11.11% | 8.8 | 50.00% | -18.75% | -50.00% | 0.00% | 0.00% | 18:08 | 17:34 | 17:34 | 18:42 | 18:42 | 18:42 | 01:08 | 00:50 | |
Crown | 2 | 11.11% | 5.9 | 50.00% | -18.75% | +50.00% | 0.00% | 0.00% | 22:45 | 22:20 | 22:20 | 23:09 | 23:09 | 23:09 | 00:49 | 00:36 | |
Pavise | 1 | 5.56% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 00:00 | 00:00 |