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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 | |
Aether Lens | 13 | 20.00% | 100.0 | 84.62% | +50.00% | +15.38% | -17.95% | -1.93% | 45:27 | 26:51 | 35:19 | 44:41 | 52:34 | 1:13:19 | 17:15 | 12:46 | |
Void Stone | 13 | 20.00% | 97.8 | 84.62% | +50.00% | +15.38% | -17.95% | -1.88% | 45:24 | 26:51 | 34:52 | 44:41 | 52:34 | 1:13:19 | 17:42 | 13:06 | |
Boots of Travel | 4 | 6.15% | 95.7 | 100.00% | +59.02% | 0.00% | 0.00% | 0.00% | 55:42 | 20:37 | 20:37 | 60:33 | 1:06:08 | 1:15:29 | 45:31 | 33:42 | |
Force Staff | 15 | 23.08% | 93.5 | 66.67% | +28.67% | -16.67% | -16.67% | 0.00% | 35:47 | 23:34 | 29:47 | 35:52 | 39:06 | 57:14 | 09:19 | 06:54 | |
Chainmail | 42 | 64.62% | 91.3 | 52.38% | +21.95% | +11.26% | +7.62% | -0.95% | 08:28 | 03:17 | 06:32 | 07:36 | 10:22 | 21:00 | 03:50 | 02:50 | |
Black King Bar | 29 | 44.62% | 89.1 | 55.17% | +19.06% | +16.26% | +16.26% | 0.00% | 23:36 | 16:50 | 19:51 | 21:50 | 24:52 | 37:54 | 05:01 | 03:42 | |
Aghanim's Scepter | 14 | 21.54% | 87.0 | 64.29% | +25.07% | +10.71% | +2.38% | -2.24% | 34:52 | 25:07 | 31:38 | 33:16 | 35:21 | 50:12 | 03:43 | 02:45 | |
Phase Boots | 41 | 63.08% | 84.8 | 51.22% | +17.89% | +18.78% | -1.22% | -5.43% | 09:12 | 05:38 | 06:54 | 08:05 | 10:35 | 21:01 | 03:41 | 02:43 | |
Blink Dagger | 60 | 92.31% | 82.6 | 46.67% | +26.67% | -6.67% | -6.67% | 0.00% | 20:38 | 12:31 | 16:35 | 19:13 | 23:42 | 33:46 | 07:07 | 05:16 | |
Fluffy Hat | 41 | 63.08% | 80.4 | 48.78% | +11.28% | +11.22% | +1.22% | -0.79% | 15:58 | 07:02 | 08:57 | 10:12 | 21:35 | 57:14 | 12:38 | 09:21 | |
Magic Stick | 65 | 100.00% | 78.3 | 44.62% | +44.62% | -7.12% | -0.87% | 1.77% | 03:33 | -01:29 | 01:47 | 02:55 | 05:19 | 17:29 | 03:32 | 02:37 | |
Boots of Speed | 65 | 100.00% | 76.1 | 44.62% | +44.62% | -0.87% | -13.37% | -3.44% | 03:13 | -01:29 | -01:29 | 04:07 | 05:07 | 08:54 | 06:36 | 04:53 | |
Magic Wand | 56 | 86.15% | 73.9 | 44.64% | +0.20% | -8.93% | +12.50% | 4.43% | 08:32 | 01:11 | 05:14 | 07:39 | 10:04 | 31:36 | 04:50 | 03:34 | |
Octarine Core | 3 | 4.62% | 71.7 | 100.00% | +58.06% | 0.00% | 0.00% | 0.00% | 55:41 | 34:30 | 34:30 | 58:53 | 1:13:39 | 1:13:39 | 39:09 | 29:00 | |
Falcon Blade | 25 | 38.46% | 69.6 | 48.00% | +5.50% | +2.00% | +2.00% | 0.00% | 10:34 | 08:40 | 09:31 | 10:31 | 11:33 | 13:00 | 02:02 | 01:30 | |
Bottle | 25 | 38.46% | 67.4 | 44.00% | -1.00% | +39.33% | -10.67% | -50.00% | 01:34 | 01:13 | 01:22 | 01:31 | 01:43 | 02:11 | 00:21 | 00:15 | |
Blight Stone | 20 | 30.77% | 65.2 | 45.00% | +0.56% | -25.00% | +15.00% | 2.52% | 11:43 | 02:08 | 02:29 | 05:54 | 18:23 | 30:56 | 15:54 | 11:46 | |
Aeon Disk | 6 | 9.23% | 63.0 | 66.67% | +24.30% | +33.33% | +33.33% | 0.00% | 44:48 | 37:48 | 44:01 | 45:42 | 46:40 | 48:39 | 02:39 | 01:57 | |
Quelling Blade | 33 | 50.77% | 60.9 | 39.39% | -10.61% | -14.39% | +10.61% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:29 | 08:02 | 00:00 | 00:00 | |
Wind Lace | 24 | 36.92% | 58.7 | 41.67% | -4.67% | +25.00% | +8.33% | -2.56% | 08:07 | -01:29 | 03:56 | 06:12 | 10:26 | 32:48 | 06:30 | 04:48 | |
Ring of Protection | 5 | 7.69% | 56.5 | 60.00% | +16.67% | +40.00% | +40.00% | 0.00% | 32:23 | -01:29 | -01:29 | 36:02 | 38:59 | 53:12 | 40:28 | 29:58 | |
Desolator | 12 | 18.46% | 54.3 | 41.67% | -3.61% | -41.67% | +25.00% | 6.09% | 26:24 | 17:28 | 19:39 | 27:29 | 30:36 | 32:36 | 10:57 | 08:06 | |
Aghanim's Shard | 3 | 4.62% | 52.2 | 66.67% | +23.12% | +33.33% | 0.00% | 0.00% | 29:49 | 21:38 | 21:38 | 28:29 | 39:20 | 39:20 | 17:42 | 13:06 | |
Arcane Boots | 3 | 4.62% | 50.0 | 66.67% | +23.12% | -66.67% | 0.00% | 0.00% | 25:33 | 07:37 | 07:37 | 25:24 | 43:39 | 43:39 | 36:02 | 26:41 | |
Tranquil Boots | 12 | 18.46% | 47.8 | 33.33% | -13.84% | -33.33% | +66.67% | 25.00% | 12:43 | 04:44 | 08:18 | 10:10 | 12:18 | 33:09 | 04:00 | 02:57 | |
Wraith Band | 8 | 12.31% | 45.7 | 37.50% | -8.11% | -37.50% | +12.50% | 50.00% | -00:29 | -01:29 | -01:29 | -01:29 | -01:28 | 03:38 | 00:01 | 00:00 | |
Buckler | 4 | 6.15% | 43.5 | 50.00% | +5.74% | +50.00% | +50.00% | 0.00% | 40:51 | 35:12 | 35:12 | 36:02 | 38:59 | 53:12 | 03:47 | 02:48 | |
Assault Cuirass | 4 | 6.15% | 41.3 | 50.00% | +5.74% | +50.00% | +50.00% | 0.00% | 42:04 | 35:47 | 35:47 | 38:27 | 39:23 | 54:40 | 03:36 | 02:40 | |
Drum of Endurance | 4 | 6.15% | 39.1 | 50.00% | +5.74% | +50.00% | -50.00% | 0.00% | 22:17 | 18:50 | 18:50 | 21:32 | 23:49 | 24:55 | 04:59 | 03:41 | |
Silver Edge | 1 | 1.54% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 1.54% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:07 | 1:12:07 | 1:12:07 | 1:12:07 | 1:12:07 | 1:12:07 | 00:00 | 00:00 | |
Crystalys | 1 | 1.54% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 1.54% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:04 | 44:04 | 44:04 | 44:04 | 44:04 | 44:04 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 1.54% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 00:00 | 00:00 | |
Sange | 1 | 1.54% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:53 | 43:53 | 43:53 | 43:53 | 43:53 | 43:53 | 00:00 | 00:00 | |
Shadow Blade | 1 | 1.54% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 1.54% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 | |
Bracer | 1 | 1.54% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 | |
Hand of Midas | 1 | 1.54% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:14 | 15:14 | 15:14 | 15:14 | 15:14 | 15:14 | 00:00 | 00:00 | |
Ring of Health | 1 | 1.54% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 1.54% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:29 | 55:29 | 55:29 | 55:29 | 55:29 | 55:29 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 1.54% | 10.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 | |
Orb of Venom | 1 | 1.54% | 8.7 | 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 | |
Satanic | 1 | 1.54% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:21 | 54:21 | 54:21 | 54:21 | 54:21 | 54:21 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 1.54% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:19 | 43:19 | 43:19 | 43:19 | 43:19 | 43:19 | 00:00 | 00:00 | |
Morbid Mask | 1 | 1.54% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 00:00 | 00:00 |