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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 | 4 | 18.18% | 100.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 19:46 | 15:07 | 15:07 | 20:00 | 21:30 | 22:28 | 06:23 | 04:43 | |
Soul Ring | 7 | 31.82% | 97.2 | 85.71% | +32.38% | +14.29% | +14.29% | 0.00% | 13:52 | 09:35 | 10:34 | 12:06 | 12:09 | 28:43 | 01:35 | 01:10 | |
Boots of Speed | 22 | 100.00% | 94.4 | 63.64% | +63.64% | +3.03% | -3.64% | -1.19% | 03:53 | -01:29 | -01:29 | 04:58 | 07:04 | 10:48 | 08:33 | 06:20 | |
Ring of Protection | 11 | 50.00% | 91.7 | 72.73% | +18.18% | -6.06% | -6.06% | 0.00% | 12:51 | 06:34 | 10:44 | 11:33 | 12:37 | 28:43 | 01:53 | 01:23 | |
Magic Stick | 21 | 95.45% | 88.9 | 61.90% | -38.10% | +38.10% | -41.90% | -12.12% | 04:27 | -01:29 | 01:27 | 03:40 | 08:03 | 09:49 | 06:36 | 04:53 | |
Force Staff | 8 | 36.36% | 86.1 | 75.00% | +17.86% | +25.00% | -25.00% | -7.71% | 28:40 | 24:46 | 25:50 | 26:40 | 32:19 | 33:14 | 06:29 | 04:48 | |
Magic Wand | 20 | 90.91% | 83.3 | 60.00% | -40.00% | 0.00% | 0.00% | 0.00% | 12:39 | 03:55 | 09:49 | 11:40 | 13:15 | 28:14 | 03:26 | 02:32 | |
Wind Lace | 20 | 90.91% | 80.6 | 60.00% | -40.00% | -20.00% | -20.00% | 0.00% | 05:02 | -01:30 | -01:29 | 04:18 | 07:14 | 18:21 | 08:43 | 06:27 | |
Tranquil Boots | 20 | 90.91% | 77.8 | 60.00% | -40.00% | +20.00% | -20.00% | -11.88% | 09:16 | 05:20 | 06:25 | 07:25 | 09:47 | 18:21 | 03:22 | 02:29 | |
Aghanim's Shard | 16 | 72.73% | 75.0 | 62.50% | -4.17% | +37.50% | -12.50% | -3.67% | 25:24 | 15:14 | 18:05 | 22:37 | 31:42 | 37:10 | 13:37 | 10:05 | |
Ring of Basilius | 3 | 13.64% | 72.2 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 27:06 | 15:08 | 15:08 | 28:29 | 37:41 | 37:41 | 22:33 | 16:42 | |
Hood of Defiance | 3 | 13.64% | 69.4 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 19:45 | 15:17 | 15:17 | 21:30 | 22:28 | 22:28 | 07:11 | 05:19 | |
Fluffy Hat | 12 | 54.55% | 66.7 | 58.33% | -11.67% | +8.34% | +8.34% | 0.00% | 17:04 | 10:51 | 11:31 | 14:31 | 21:15 | 26:28 | 09:44 | 07:12 | |
Headdress | 4 | 18.18% | 63.9 | 75.00% | +13.89% | +25.00% | +25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 | |
Chainmail | 2 | 9.09% | 61.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 10:35 | 07:04 | 07:04 | 14:06 | 14:06 | 14:06 | 07:02 | 05:12 | |
Pipe of Insight | 2 | 9.09% | 58.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 31:20 | 28:37 | 28:37 | 34:03 | 34:03 | 34:03 | 05:26 | 04:01 | |
Phase Boots | 2 | 9.09% | 55.6 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 11:48 | 07:15 | 07:15 | 16:20 | 16:20 | 16:20 | 09:05 | 06:43 | |
Quelling Blade | 2 | 9.09% | 52.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 06:47 | -01:29 | -01:29 | 15:03 | 15:03 | 15:03 | 16:32 | 12:14 | |
Void Stone | 2 | 9.09% | 50.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 22:27 | 21:52 | 21:52 | 23:02 | 23:02 | 23:02 | 01:10 | 00:51 | |
Orchid Malevolence | 2 | 9.09% | 47.2 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 25:56 | 21:52 | 21:52 | 30:00 | 30:00 | 30:00 | 08:08 | 06:01 | |
Aghanim's Scepter | 5 | 22.73% | 44.4 | 60.00% | -4.71% | -60.00% | +40.00% | 16.48% | 30:03 | 25:42 | 25:42 | 31:25 | 31:46 | 32:48 | 06:04 | 04:29 | |
Urn of Shadows | 4 | 18.18% | 41.7 | 50.00% | -16.67% | +50.00% | -50.00% | -38.22% | 13:35 | 11:52 | 11:52 | 12:37 | 14:29 | 15:20 | 02:37 | 01:56 | |
Buckler | 1 | 4.55% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 00:00 | 00:00 | |
Black King Bar | 1 | 4.55% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 | |
Vanguard | 1 | 4.55% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 20:20 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 4.55% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 4.55% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:54 | 17:54 | 17:54 | 17:54 | 17:54 | 17:54 | 00:00 | 00:00 | |
Veil of Discord | 1 | 4.55% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 | |
Bottle | 1 | 4.55% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:42 | 01:42 | 01:42 | 01:42 | 01:42 | 01:42 | 00:00 | 00:00 | |
Crown | 1 | 4.55% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 4.55% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 00:00 | 00:00 | |
Morbid Mask | 1 | 4.55% | 13.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 00:00 | 00:00 | |
Ghost Scepter | 2 | 9.09% | 11.1 | 50.00% | -15.00% | +50.00% | 0.00% | 0.00% | 28:40 | 22:48 | 22:48 | 34:32 | 34:32 | 34:32 | 11:44 | 08:41 | |
Bracer | 1 | 4.55% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 4.55% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 00:00 | 00:00 | |
Blink Dagger | 1 | 4.55% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |