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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 | |
Ring of Health | 7 | 38.89% | 100.0 | 85.71% | +58.44% | -35.71% | +14.29% | 2.50% | 36:11 | 16:33 | 22:47 | 34:30 | 42:46 | 57:21 | 19:59 | 14:48 | |
Buckler | 3 | 16.67% | 97.9 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 32:06 | 19:41 | 19:41 | 30:37 | 45:59 | 45:59 | 26:18 | 19:28 | |
Void Stone | 3 | 16.67% | 95.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 40:42 | 33:48 | 33:48 | 42:46 | 45:31 | 45:31 | 11:43 | 08:40 | |
Aghanim's Scepter | 3 | 16.67% | 93.6 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 32:11 | 27:35 | 27:35 | 31:37 | 37:21 | 37:21 | 09:46 | 07:14 | |
Magic Stick | 17 | 94.44% | 91.5 | 52.94% | +52.94% | -2.94% | -27.94% | -7.14% | 03:01 | -01:29 | -01:29 | 01:18 | 04:59 | 16:38 | 06:28 | 04:47 | |
Boots of Speed | 18 | 100.00% | 89.4 | 50.00% | +50.00% | -30.00% | +50.00% | 55.17% | 04:02 | 01:58 | 03:03 | 03:45 | 04:30 | 06:54 | 01:27 | 01:04 | |
Ring of Protection | 16 | 88.89% | 87.2 | 50.00% | 0.00% | -25.00% | +50.00% | 13.68% | 04:22 | -01:29 | 01:29 | 02:22 | 06:58 | 12:38 | 05:29 | 04:03 | |
Soul Ring | 16 | 88.89% | 85.1 | 50.00% | 0.00% | 0.00% | +50.00% | 10.79% | 05:29 | 02:08 | 02:51 | 03:29 | 07:29 | 13:30 | 04:38 | 03:25 | |
Blight Stone | 4 | 22.22% | 83.0 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 10:39 | 07:30 | 07:30 | 07:41 | 08:25 | 19:00 | 00:55 | 00:40 | |
Vanguard | 2 | 11.11% | 80.9 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 45:56 | 34:30 | 34:30 | 57:21 | 57:21 | 57:21 | 22:51 | 16:55 | |
Abyssal Blade | 2 | 11.11% | 78.7 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 45:59 | 34:36 | 34:36 | 57:21 | 57:21 | 57:21 | 22:45 | 16:51 | |
Assault Cuirass | 2 | 11.11% | 76.6 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 39:37 | 30:51 | 30:51 | 48:22 | 48:22 | 48:22 | 17:31 | 12:58 | |
Magic Wand | 13 | 72.22% | 74.5 | 46.15% | -13.85% | -12.82% | -12.82% | 0.00% | 06:54 | 02:18 | 04:03 | 06:18 | 08:17 | 16:38 | 04:14 | 03:08 | |
Aghanim's Shard | 14 | 77.78% | 72.3 | 42.86% | -32.14% | +32.14% | -9.53% | -7.00% | 21:34 | 16:51 | 18:18 | 20:42 | 24:15 | 29:24 | 05:57 | 04:24 | |
Blink Dagger | 8 | 44.44% | 70.2 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:50 | 20:50 | 21:14 | 23:23 | 24:39 | 27:47 | 03:25 | 02:31 | |
Phase Boots | 13 | 72.22% | 68.1 | 38.46% | -41.54% | -5.13% | +61.54% | 44.45% | 08:34 | 06:34 | 06:57 | 07:29 | 08:27 | 13:50 | 01:30 | 01:06 | |
Chainmail | 13 | 72.22% | 66.0 | 38.46% | -41.54% | -5.13% | +61.54% | 36.04% | 07:48 | 05:26 | 06:05 | 06:45 | 07:56 | 13:21 | 01:51 | 01:22 | |
Skull Basher | 6 | 33.33% | 63.8 | 50.00% | 0.00% | 0.00% | +50.00% | 8.50% | 34:03 | 30:19 | 30:48 | 32:00 | 36:41 | 41:50 | 05:53 | 04:21 | |
Quelling Blade | 10 | 55.56% | 61.7 | 40.00% | -22.50% | +26.67% | +10.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Wind Lace | 3 | 16.67% | 59.6 | 66.67% | +20.00% | +33.33% | 0.00% | -5.13% | 02:38 | -01:24 | -01:24 | 01:25 | 07:54 | 07:54 | 09:18 | 06:53 | |
Desolator | 3 | 16.67% | 57.4 | 66.67% | +20.00% | +33.33% | 0.00% | -3.98% | 18:12 | 14:53 | 14:53 | 16:26 | 23:16 | 23:16 | 08:23 | 06:12 | |
Black King Bar | 10 | 55.56% | 55.3 | 30.00% | -45.00% | -30.00% | -30.00% | 0.00% | 19:35 | 15:29 | 16:22 | 17:09 | 21:19 | 33:03 | 04:57 | 03:40 | |
Vladmir's Offering | 1 | 5.56% | 53.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 5.56% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 5.56% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:34 | 52:34 | 52:34 | 52:34 | 52:34 | 52:34 | 00:00 | 00:00 | |
Crown | 1 | 5.56% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 00:00 | 00:00 | |
Aeon Disk | 1 | 5.56% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:33 | 59:33 | 59:33 | 59:33 | 59:33 | 59:33 | 00:00 | 00:00 | |
Solar Crest | 1 | 5.56% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 00:00 | 00:00 | |
Lotus Orb | 1 | 5.56% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 00:00 | 00:00 | |
Morbid Mask | 1 | 5.56% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 00:00 | 00:00 | |
Orb of Venom | 1 | 5.56% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 5.56% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 00:00 | 00:00 | |
Arcane Boots | 1 | 5.56% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:13 | 39:13 | 39:13 | 39:13 | 39:13 | 39:13 | 00:00 | 00:00 | |
Power Treads | 1 | 5.56% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 00:00 | 00:00 | |
Refresher Orb | 1 | 5.56% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 00:00 | 00:00 | |
Bracer | 1 | 5.56% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:11 | 22:11 | 22:11 | 22:11 | 22:11 | 22:11 | 00:00 | 00:00 | |
Headdress | 1 | 5.56% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 5.56% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 00:00 | 00:00 | |
Wraith Pact | 1 | 5.56% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 | |
Hood of Defiance | 2 | 11.11% | 17.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 19:52 | 16:38 | 16:38 | 23:05 | 23:05 | 23:05 | 06:27 | 04:46 | |
Drum of Endurance | 1 | 5.56% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 00:00 | 00:00 | |
Sange | 2 | 11.11% | 12.8 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 19:52 | 15:25 | 15:25 | 24:19 | 24:19 | 24:19 | 08:54 | 06:35 | |
Heaven's Halberd | 1 | 5.56% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 19:32 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 5.56% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:17 | 10:17 | 10:17 | 10:17 | 10:17 | 10:17 | 00:00 | 00:00 | |
Armlet of Mordiggian | 1 | 5.56% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 00:00 | 00:00 | |
Mage Slayer | 1 | 5.56% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:18 | 13:18 | 13:18 | 13:18 | 13:18 | 13:18 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 5.56% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 00:00 | 00:00 |