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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 | |
Hood of Defiance | 20 | 74.07% | 100.0 | 60.00% | +31.43% | -20.00% | 0.00% | 2.70% | 14:27 | 04:38 | 10:51 | 12:37 | 18:15 | 26:36 | 07:24 | 05:28 | |
Headdress | 18 | 66.67% | 97.5 | 61.11% | +27.78% | +18.89% | -11.11% | -5.04% | 19:23 | 12:47 | 16:22 | 18:20 | 22:19 | 29:31 | 05:57 | 04:24 | |
Pipe of Insight | 18 | 66.67% | 95.0 | 61.11% | +27.78% | +18.89% | +13.89% | -0.80% | 20:23 | 14:42 | 16:49 | 19:32 | 23:02 | 30:01 | 06:13 | 04:36 | |
Blink Dagger | 24 | 88.89% | 92.5 | 54.17% | +20.84% | -4.17% | +12.50% | 3.28% | 18:07 | 12:49 | 15:04 | 16:38 | 20:09 | 31:49 | 05:05 | 03:45 | |
Buckler | 15 | 55.56% | 90.0 | 60.00% | +18.33% | -10.00% | +15.00% | 3.07% | 22:06 | 11:34 | 15:01 | 20:09 | 23:10 | 56:04 | 08:09 | 06:02 | |
Boots of Speed | 27 | 100.00% | 87.5 | 51.85% | +51.85% | -8.99% | +5.29% | 4.73% | 04:50 | 02:31 | 02:56 | 04:31 | 05:57 | 11:06 | 03:01 | 02:14 | |
Crimson Guard | 13 | 48.15% | 85.0 | 61.54% | +18.68% | -28.21% | +5.13% | 3.06% | 21:27 | 12:59 | 15:41 | 20:12 | 26:35 | 30:40 | 10:54 | 08:04 | |
Vanguard | 13 | 48.15% | 82.5 | 61.54% | +18.68% | +5.13% | +5.13% | 0.00% | 16:17 | 05:24 | 09:09 | 13:59 | 23:22 | 30:07 | 14:13 | 10:31 | |
Ring of Health | 25 | 92.59% | 80.0 | 52.00% | +2.00% | +14.67% | +14.67% | 0.00% | 09:35 | 03:01 | 04:31 | 08:26 | 10:27 | 37:50 | 05:56 | 04:23 | |
Phase Boots | 23 | 85.19% | 77.5 | 52.17% | +2.17% | -2.17% | -2.17% | 0.00% | 11:22 | 05:23 | 07:15 | 09:08 | 12:43 | 26:27 | 05:28 | 04:02 | |
Magic Stick | 26 | 96.30% | 75.0 | 50.00% | -50.00% | -7.14% | 0.00% | 1.36% | 05:46 | 00:28 | 02:09 | 04:59 | 07:25 | 18:44 | 05:16 | 03:54 | |
Chainmail | 26 | 96.30% | 72.5 | 50.00% | -50.00% | -21.43% | -16.67% | 0.46% | 10:43 | 02:24 | 03:37 | 07:10 | 13:55 | 56:04 | 10:18 | 07:37 | |
Quelling Blade | 26 | 96.30% | 70.0 | 50.00% | -50.00% | +21.43% | -16.67% | -38.10% | 01:16 | -01:29 | 00:35 | 00:53 | 01:30 | 05:46 | 00:55 | 00:40 | |
Bracer | 19 | 70.37% | 67.5 | 52.63% | +2.63% | +7.37% | +7.37% | 0.00% | 08:52 | 02:43 | 06:26 | 08:20 | 10:20 | 19:48 | 03:54 | 02:53 | |
Blight Stone | 8 | 29.63% | 65.0 | 62.50% | +15.13% | -12.50% | +37.50% | 3.80% | 28:55 | 18:36 | 18:47 | 27:59 | 31:57 | 46:05 | 13:10 | 09:45 | |
Medallion of Courage | 8 | 29.63% | 62.5 | 62.50% | +15.13% | -12.50% | +37.50% | 3.80% | 28:55 | 18:36 | 18:47 | 27:59 | 31:57 | 46:05 | 13:10 | 09:45 | |
Wind Lace | 6 | 22.22% | 60.0 | 66.67% | +19.05% | -16.67% | +33.33% | 0.00% | 31:41 | 21:03 | 28:41 | 28:44 | 33:37 | 46:05 | 04:56 | 03:39 | |
Magic Wand | 15 | 55.56% | 57.5 | 40.00% | -26.67% | +10.00% | -15.00% | -3.09% | 12:09 | 07:36 | 08:32 | 10:12 | 16:38 | 18:44 | 08:06 | 06:00 | |
Solar Crest | 5 | 18.52% | 55.0 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 30:48 | 25:07 | 25:07 | 30:38 | 32:46 | 35:44 | 07:39 | 05:40 | |
Aghanim's Scepter | 5 | 18.52% | 52.5 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 41:49 | 28:39 | 28:39 | 43:18 | 49:12 | 57:17 | 20:33 | 15:13 | |
Ring of Tarrasque | 6 | 22.22% | 50.0 | 50.00% | -2.38% | 0.00% | -50.00% | 0.00% | 36:25 | 32:36 | 33:28 | 34:16 | 39:15 | 43:35 | 05:47 | 04:17 | |
Heart of Tarrasque | 5 | 18.52% | 47.5 | 40.00% | -14.55% | -40.00% | +60.00% | 0.00% | 39:25 | 34:06 | 34:06 | 36:14 | 43:39 | 46:51 | 09:33 | 07:04 | |
Ring of Protection | 6 | 22.22% | 45.0 | 33.33% | -23.81% | +16.67% | -33.33% | 0.00% | 12:18 | 00:35 | 01:23 | 01:44 | 28:56 | 36:58 | 27:33 | 20:24 | |
Lotus Orb | 7 | 25.93% | 42.5 | 28.57% | -31.43% | +21.43% | +21.43% | 0.00% | 33:03 | 25:21 | 26:55 | 31:11 | 37:50 | 42:14 | 10:55 | 08:05 | |
Void Stone | 7 | 25.93% | 40.0 | 28.57% | -31.43% | +21.43% | +21.43% | 0.00% | 32:45 | 24:22 | 26:55 | 31:08 | 37:50 | 42:13 | 10:55 | 08:05 | |
Force Staff | 2 | 7.41% | 37.5 | 50.00% | -2.00% | -50.00% | 0.00% | 0.00% | 32:14 | 28:36 | 28:36 | 35:52 | 35:52 | 35:52 | 07:16 | 05:22 | |
Assault Cuirass | 2 | 7.41% | 35.0 | 50.00% | -2.00% | -50.00% | 0.00% | 0.00% | 44:02 | 39:11 | 39:11 | 48:53 | 48:53 | 48:53 | 09:42 | 07:11 | |
Aghanim's Blessing | 2 | 7.41% | 32.5 | 50.00% | -2.00% | +50.00% | 0.00% | 0.00% | 51:40 | 46:03 | 46:03 | 57:17 | 57:17 | 57:17 | 11:14 | 08:19 | |
Vladmir's Offering | 2 | 7.41% | 30.0 | 50.00% | -2.00% | +50.00% | 0.00% | 0.00% | 35:54 | 34:49 | 34:49 | 36:58 | 36:58 | 36:58 | 02:09 | 01:35 | |
Morbid Mask | 2 | 7.41% | 27.5 | 50.00% | -2.00% | +50.00% | 0.00% | 0.00% | 35:54 | 34:49 | 34:49 | 36:58 | 36:58 | 36:58 | 02:09 | 01:35 | |
Ring of Basilius | 4 | 14.81% | 25.0 | 25.00% | -31.52% | -25.00% | -25.00% | 0.00% | 26:13 | 04:09 | 04:09 | 28:56 | 34:49 | 36:58 | 30:40 | 22:42 | |
Power Treads | 2 | 7.41% | 22.5 | 0.00% | -56.00% | 0.00% | 0.00% | 0.00% | 17:32 | 14:21 | 14:21 | 20:43 | 20:43 | 20:43 | 06:22 | 04:42 | |
Heaven's Halberd | 1 | 3.70% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 00:00 | 00:00 | |
Refresher Orb | 1 | 3.70% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:57 | 60:57 | 60:57 | 60:57 | 60:57 | 60:57 | 00:00 | 00:00 | |
Shadow Blade | 1 | 3.70% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:07 | 57:07 | 57:07 | 57:07 | 57:07 | 57:07 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 3.70% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 00:00 | 00:00 | |
Skull Basher | 1 | 3.70% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:46 | 55:46 | 55:46 | 55:46 | 55:46 | 55:46 | 00:00 | 00:00 | |
Mekansm | 1 | 3.70% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:04 | 56:04 | 56:04 | 56:04 | 56:04 | 56:04 | 00:00 | 00:00 | |
Black King Bar | 1 | 3.70% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 00:00 | 00:00 | |
Sange | 1 | 3.70% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 47:58 | 00:00 | 00:00 |