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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 | 12 | 40.00% | 100.0 | 58.33% | +30.55% | -25.00% | -25.00% | 0.00% | 25:22 | 02:51 | 05:45 | 26:25 | 34:40 | 39:46 | 28:55 | 21:25 | |
Refresher Orb | 10 | 33.33% | 97.3 | 60.00% | +30.00% | +40.00% | -60.00% | -20.00% | 33:32 | 27:34 | 30:19 | 32:49 | 35:19 | 40:19 | 05:00 | 03:42 | |
Black King Bar | 26 | 86.67% | 94.6 | 46.15% | +46.15% | +25.28% | -29.48% | -15.14% | 24:02 | 17:58 | 21:41 | 24:07 | 25:18 | 34:13 | 03:37 | 02:40 | |
Magic Wand | 26 | 86.67% | 91.9 | 46.15% | +46.15% | -3.29% | +20.52% | 3.65% | 07:19 | 01:18 | 03:49 | 05:40 | 10:20 | 18:49 | 06:31 | 04:49 | |
Magic Stick | 27 | 90.00% | 89.2 | 44.44% | +44.44% | -15.87% | -1.58% | 8.57% | 02:58 | -01:29 | -01:29 | 02:05 | 03:09 | 17:00 | 04:38 | 03:25 | |
Quelling Blade | 27 | 90.00% | 86.5 | 44.44% | +44.44% | +26.99% | -30.15% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Blink Dagger | 28 | 93.33% | 83.8 | 42.86% | +42.86% | 0.00% | -14.29% | -4.56% | 15:25 | 10:36 | 12:24 | 13:55 | 15:32 | 34:37 | 03:08 | 02:19 | |
Aghanim's Shard | 26 | 86.67% | 81.1 | 42.31% | +17.31% | +0.55% | -25.64% | -3.71% | 25:47 | 15:01 | 21:36 | 25:25 | 28:39 | 38:33 | 07:03 | 05:13 | |
Ring of Protection | 20 | 66.67% | 78.4 | 45.00% | +15.00% | +15.00% | -5.00% | -2.38% | 10:32 | -01:01 | 04:32 | 07:07 | 12:56 | 41:15 | 08:24 | 06:13 | |
Boots of Speed | 30 | 100.00% | 75.7 | 40.00% | +40.00% | -2.50% | +2.86% | 2.10% | 05:41 | 02:57 | 04:07 | 05:46 | 06:40 | 10:12 | 02:33 | 01:53 | |
Phase Boots | 27 | 90.00% | 73.0 | 40.74% | +7.41% | +2.12% | -12.17% | -4.20% | 11:03 | 05:17 | 07:35 | 09:47 | 10:59 | 30:05 | 03:24 | 02:31 | |
Chainmail | 27 | 90.00% | 70.3 | 40.74% | +7.41% | -12.17% | -12.17% | 0.00% | 09:25 | 01:33 | 07:00 | 08:40 | 10:27 | 30:05 | 03:27 | 02:33 | |
Void Stone | 15 | 50.00% | 67.6 | 46.67% | +13.34% | +53.33% | -21.67% | -6.22% | 34:49 | 24:43 | 27:31 | 33:02 | 39:35 | 55:35 | 12:04 | 08:56 | |
Overwhelming Blink | 2 | 6.67% | 64.9 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 45:43 | 39:59 | 39:59 | 51:26 | 51:26 | 51:26 | 11:27 | 08:28 | |
Aeon Disk | 2 | 6.67% | 62.2 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 44:27 | 41:13 | 41:13 | 47:41 | 47:41 | 47:41 | 06:28 | 04:47 | |
Bracer | 16 | 53.33% | 59.5 | 43.75% | +8.04% | +6.25% | +31.25% | 17.05% | 02:32 | 01:19 | 01:33 | 02:21 | 03:01 | 04:55 | 01:28 | 01:05 | |
Soul Ring | 13 | 43.33% | 56.8 | 46.15% | +10.86% | +20.52% | -46.15% | -19.61% | 07:17 | 04:52 | 05:40 | 06:32 | 09:04 | 10:16 | 03:24 | 02:31 | |
Falcon Blade | 14 | 46.67% | 54.1 | 42.86% | +5.36% | +32.14% | -9.53% | -14.37% | 07:51 | 04:28 | 05:28 | 07:16 | 08:22 | 17:25 | 02:54 | 02:08 | |
Fluffy Hat | 14 | 46.67% | 51.4 | 42.86% | +5.36% | +32.14% | -9.53% | -13.23% | 06:51 | 03:49 | 04:27 | 05:34 | 07:36 | 17:05 | 03:09 | 02:20 | |
Scythe of Vyse | 5 | 16.67% | 48.6 | 60.00% | +24.00% | +40.00% | +40.00% | 0.00% | 43:12 | 38:24 | 38:24 | 40:39 | 40:56 | 55:35 | 02:32 | 01:52 | |
Bottle | 8 | 26.67% | 45.9 | 37.50% | -3.41% | -37.50% | +12.50% | 50.00% | 01:31 | 01:07 | 01:14 | 01:27 | 01:33 | 02:00 | 00:19 | 00:14 | |
Wraith Pact | 4 | 13.33% | 43.2 | 50.00% | +11.54% | -50.00% | +50.00% | 0.00% | 25:42 | 21:09 | 21:09 | 22:15 | 27:52 | 31:33 | 06:43 | 04:58 | |
Vanguard | 1 | 3.33% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 00:00 | 00:00 | |
Skull Basher | 1 | 3.33% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 3.33% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 00:00 | 00:00 | |
Abyssal Blade | 1 | 3.33% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 00:00 | 00:00 | |
Octarine Core | 1 | 3.33% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 00:00 | 00:00 | |
Ring of Basilius | 6 | 20.00% | 27.0 | 33.33% | -8.34% | -33.33% | -33.33% | 0.00% | 19:40 | 06:04 | 14:13 | 14:35 | 27:07 | 41:16 | 12:54 | 09:33 | |
Buckler | 6 | 20.00% | 24.3 | 33.33% | -8.34% | -33.33% | -33.33% | 0.00% | 21:53 | 12:56 | 14:45 | 17:30 | 27:06 | 41:15 | 12:21 | 09:08 | |
Vladmir's Offering | 6 | 20.00% | 21.6 | 33.33% | -8.34% | -33.33% | -33.33% | 0.00% | 22:51 | 13:50 | 17:55 | 18:17 | 27:24 | 41:16 | 09:29 | 07:01 | |
Morbid Mask | 6 | 20.00% | 18.9 | 33.33% | -8.34% | -33.33% | -33.33% | 0.00% | 21:53 | 12:56 | 14:46 | 17:30 | 27:07 | 41:16 | 12:21 | 09:08 | |
Arcane Boots | 2 | 6.67% | 16.2 | 50.00% | +10.71% | +50.00% | 0.00% | 0.00% | 33:16 | 31:48 | 31:48 | 34:43 | 34:43 | 34:43 | 02:55 | 02:09 | |
Aether Lens | 3 | 10.00% | 13.5 | 33.33% | -7.41% | +66.67% | 0.00% | 0.00% | 38:03 | 34:15 | 34:15 | 38:02 | 41:53 | 41:53 | 07:38 | 05:39 | |
Crystalys | 1 | 3.33% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:46 | 48:46 | 48:46 | 48:46 | 48:46 | 48:46 | 00:00 | 00:00 | |
Wind Lace | 1 | 3.33% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Wraith Band | 1 | 3.33% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Blade Mail | 1 | 3.33% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 00:00 | 00:00 |