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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 | |
Aghanim's Scepter | 9 | 40.91% | 100.0 | 66.67% | +43.59% | -16.67% | -16.67% | 0.00% | 23:49 | 15:43 | 16:35 | 23:27 | 26:56 | 36:43 | 10:21 | 07:40 | |
Buckler | 10 | 45.45% | 97.8 | 60.00% | +35.00% | +6.67% | -10.00% | -1.41% | 28:36 | 18:50 | 21:51 | 28:30 | 33:38 | 40:13 | 11:47 | 08:43 | |
Ring of Protection | 10 | 45.45% | 95.6 | 60.00% | +35.00% | +6.67% | -10.00% | -1.36% | 25:12 | -01:29 | 21:21 | 21:56 | 33:38 | 40:13 | 12:17 | 09:05 | |
Medallion of Courage | 10 | 45.45% | 93.3 | 60.00% | +35.00% | -26.67% | -60.00% | -14.81% | 08:42 | 05:46 | 06:55 | 08:43 | 09:10 | 12:43 | 02:15 | 01:40 | |
Blight Stone | 14 | 63.64% | 91.1 | 50.00% | +25.00% | 0.00% | +16.67% | 3.41% | 03:12 | -01:29 | 00:34 | 02:47 | 05:27 | 11:28 | 04:53 | 03:37 | |
Chainmail | 17 | 77.27% | 88.9 | 47.06% | +27.06% | +2.94% | +2.94% | 0.00% | 11:23 | 04:30 | 06:23 | 08:59 | 13:55 | 28:50 | 07:32 | 05:34 | |
Assault Cuirass | 4 | 18.18% | 86.7 | 75.00% | +41.67% | +25.00% | -75.00% | 0.00% | 36:37 | 30:31 | 30:31 | 34:46 | 40:29 | 40:40 | 09:58 | 07:22 | |
Boots of Speed | 22 | 100.00% | 84.4 | 40.91% | +40.91% | +9.09% | +19.09% | 2.13% | 07:15 | 02:02 | 04:52 | 06:27 | 09:34 | 13:11 | 04:42 | 03:28 | |
Magic Wand | 18 | 81.82% | 82.2 | 38.89% | -11.11% | +21.11% | -13.89% | -3.86% | 09:28 | 01:51 | 04:50 | 08:59 | 13:54 | 16:35 | 09:04 | 06:42 | |
Magic Stick | 19 | 86.36% | 80.0 | 36.84% | -29.83% | +3.16% | -16.84% | -6.35% | 02:39 | -01:29 | -01:29 | 01:51 | 04:38 | 13:39 | 06:07 | 04:31 | |
Headdress | 8 | 36.36% | 77.8 | 50.00% | +14.29% | 0.00% | 0.00% | 0.00% | 16:56 | 10:50 | 12:46 | 14:19 | 18:16 | 26:27 | 05:30 | 04:04 | |
Aghanim's Shard | 8 | 36.36% | 75.6 | 50.00% | +14.29% | 0.00% | 0.00% | 0.00% | 26:03 | 20:39 | 22:18 | 26:56 | 27:19 | 30:46 | 05:01 | 03:42 | |
Solar Crest | 5 | 22.73% | 73.3 | 60.00% | +24.71% | +40.00% | +40.00% | 0.00% | 16:28 | 13:22 | 13:22 | 16:36 | 18:11 | 20:40 | 04:49 | 03:34 | |
Mekansm | 6 | 27.27% | 71.1 | 50.00% | +12.50% | 0.00% | -50.00% | -4.66% | 19:43 | 12:47 | 15:51 | 17:44 | 26:35 | 27:32 | 10:44 | 07:57 | |
Fluffy Hat | 3 | 13.64% | 68.9 | 66.67% | +29.83% | -66.67% | 0.00% | 0.00% | 17:54 | 08:14 | 08:14 | 10:52 | 34:36 | 34:36 | 26:22 | 19:31 | |
Pipe of Insight | 3 | 13.64% | 66.7 | 66.67% | +29.83% | -66.67% | 0.00% | 0.00% | 24:04 | 18:29 | 18:29 | 22:13 | 31:29 | 31:29 | 13:00 | 09:37 | |
Guardian Greaves | 3 | 13.64% | 64.4 | 66.67% | +29.83% | +33.33% | 0.00% | 0.00% | 27:38 | 24:21 | 24:21 | 27:30 | 31:03 | 31:03 | 06:42 | 04:57 | |
Null Talisman | 11 | 50.00% | 62.2 | 36.36% | -9.09% | -36.36% | -3.03% | 21.50% | 02:34 | -01:29 | 01:38 | 02:18 | 03:11 | 05:19 | 01:33 | 01:08 | |
Crown | 7 | 31.82% | 60.0 | 42.86% | +2.86% | +7.14% | +7.14% | 0.00% | 15:25 | 10:07 | 10:18 | 14:45 | 16:58 | 25:14 | 06:40 | 04:56 | |
Orchid Malevolence | 7 | 31.82% | 57.8 | 42.86% | +2.86% | +7.14% | -42.86% | -50.00% | 13:03 | 11:05 | 12:04 | 12:27 | 12:41 | 17:36 | 00:37 | 00:27 | |
Wind Lace | 8 | 36.36% | 55.6 | 37.50% | -5.36% | -37.50% | +12.50% | 4.93% | 13:29 | 03:51 | 06:50 | 10:52 | 16:58 | 27:23 | 10:08 | 07:30 | |
Arcane Boots | 4 | 18.18% | 53.3 | 50.00% | +11.11% | +50.00% | -50.00% | 0.00% | 22:46 | 21:17 | 21:17 | 22:02 | 22:48 | 24:58 | 01:31 | 01:07 | |
Hood of Defiance | 4 | 18.18% | 51.1 | 50.00% | +11.11% | -50.00% | +50.00% | 0.00% | 20:56 | 12:47 | 12:47 | 16:55 | 25:58 | 28:03 | 13:11 | 09:45 | |
Ring of Health | 4 | 18.18% | 48.9 | 50.00% | +11.11% | -50.00% | +50.00% | 0.00% | 20:34 | 12:33 | 12:33 | 16:55 | 24:44 | 28:03 | 12:11 | 09:01 | |
Nullifier | 1 | 4.55% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:17 | 37:17 | 37:17 | 37:17 | 37:17 | 37:17 | 00:00 | 00:00 | |
Bottle | 1 | 4.55% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 4.55% | 42.2 | 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 | |
Holy Locket | 1 | 4.55% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 00:00 | |
Quelling Blade | 1 | 4.55% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Morbid Mask | 1 | 4.55% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 00:00 | 00:00 | |
Phase Boots | 5 | 22.73% | 33.3 | 40.00% | -1.18% | -40.00% | +60.00% | 17.70% | 12:51 | 09:18 | 09:18 | 14:32 | 14:57 | 15:15 | 05:39 | 04:11 | |
Black King Bar | 6 | 27.27% | 31.1 | 33.33% | -10.42% | +16.67% | -33.33% | -8.98% | 25:47 | 21:12 | 22:46 | 25:54 | 28:20 | 28:36 | 05:34 | 04:07 | |
Bloodthorn | 2 | 9.09% | 28.9 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 33:34 | 28:28 | 28:28 | 38:40 | 38:40 | 38:40 | 10:12 | 07:33 | |
Scythe of Vyse | 2 | 9.09% | 26.7 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 30:10 | 21:36 | 21:36 | 38:43 | 38:43 | 38:43 | 17:07 | 12:40 | |
Helm of Iron Will | 2 | 9.09% | 24.4 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 26:58 | 18:42 | 18:42 | 35:14 | 35:14 | 35:14 | 16:32 | 12:14 | |
Void Stone | 3 | 13.64% | 22.2 | 33.33% | -8.78% | -33.33% | 0.00% | 0.00% | 32:14 | 19:31 | 19:31 | 38:27 | 38:43 | 38:43 | 19:12 | 14:13 | |
Ring of Basilius | 4 | 18.18% | 20.0 | 25.00% | -19.44% | -25.00% | +75.00% | 0.00% | 18:46 | 10:39 | 10:39 | 12:24 | 25:14 | 26:48 | 14:35 | 10:48 | |
Tranquil Boots | 3 | 13.64% | 17.8 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 13:44 | 05:59 | 05:59 | 07:21 | 27:52 | 27:52 | 21:53 | 16:12 | |
Veil of Discord | 2 | 9.09% | 15.6 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 19:44 | 14:13 | 14:13 | 25:14 | 25:14 | 25:14 | 11:01 | 08:09 | |
Drum of Endurance | 1 | 4.55% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:57 | 13:57 | 13:57 | 13:57 | 13:57 | 13:57 | 00:00 | 00:00 | |
Force Staff | 1 | 4.55% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 4.55% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 18:18 | 00:00 | 00:00 | |
Orb of Corrosion | 1 | 4.55% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 00:00 | 00:00 | |
Helm of the Dominator | 1 | 4.55% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 | |
Orb of Venom | 1 | 4.55% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 08:14 | 00:00 | 00:00 |