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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 | |
Assault Cuirass | 5 | 45.45% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:01 | 21:55 | 21:55 | 29:47 | 33:19 | 58:07 | 11:24 | 08:26 | |
Quelling Blade | 10 | 90.91% | 97.4 | 80.00% | +80.00% | -13.33% | +20.00% | 33.33% | -01:02 | -01:30 | -01:29 | -01:29 | -01:28 | 01:19 | 00:01 | 00:00 | |
Arcane Boots | 7 | 63.64% | 94.9 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 07:59 | 05:19 | 05:28 | 08:34 | 09:12 | 09:50 | 03:44 | 02:45 | |
Vladmir's Offering | 9 | 81.82% | 92.3 | 77.78% | +27.78% | +22.22% | -27.78% | -18.29% | 14:09 | 10:08 | 11:53 | 13:03 | 14:37 | 24:08 | 02:44 | 02:01 | |
Ring of Basilius | 9 | 81.82% | 89.7 | 77.78% | +27.78% | +22.22% | -27.78% | -13.70% | 08:43 | 04:04 | 06:04 | 08:44 | 09:43 | 13:53 | 03:39 | 02:42 | |
Buckler | 9 | 81.82% | 87.2 | 77.78% | +27.78% | +22.22% | -27.78% | -20.41% | 11:52 | 06:53 | 09:41 | 11:02 | 12:08 | 21:10 | 02:27 | 01:48 | |
Wraith Pact | 9 | 81.82% | 84.6 | 77.78% | +27.78% | +22.22% | -27.78% | -14.93% | 17:03 | 12:51 | 14:19 | 17:24 | 17:40 | 27:13 | 03:21 | 02:28 | |
Morbid Mask | 9 | 81.82% | 82.1 | 77.78% | +27.78% | +22.22% | +22.22% | 0.00% | 13:19 | 09:13 | 10:15 | 12:29 | 13:54 | 23:47 | 03:39 | 02:42 | |
Ring of Protection | 11 | 100.00% | 79.5 | 72.73% | +72.73% | +27.27% | -6.06% | -10.87% | 09:57 | 02:07 | 07:44 | 09:40 | 10:48 | 21:10 | 03:04 | 02:16 | |
Boots of Speed | 11 | 100.00% | 76.9 | 72.73% | +72.73% | -6.06% | +27.27% | 11.97% | 05:01 | 02:32 | 03:13 | 05:18 | 06:00 | 07:14 | 02:47 | 02:03 | |
Wind Lace | 3 | 27.27% | 74.4 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 11:37 | 07:59 | 07:59 | 13:11 | 13:40 | 13:40 | 05:41 | 04:12 | |
Wraith Band | 3 | 27.27% | 71.8 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | -00:25 | -01:29 | -01:29 | -01:21 | 01:36 | 01:36 | 03:05 | 02:17 | |
Void Stone | 5 | 45.45% | 69.2 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 20:54 | 09:15 | 09:15 | 20:08 | 30:30 | 33:26 | 21:15 | 15:44 | |
Hood of Defiance | 5 | 45.45% | 66.7 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 17:39 | 14:14 | 14:14 | 18:33 | 19:33 | 20:00 | 05:19 | 03:56 | |
Black King Bar | 5 | 45.45% | 64.1 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 29:42 | 19:57 | 19:57 | 29:26 | 34:49 | 38:27 | 14:52 | 11:00 | |
Ring of Health | 5 | 45.45% | 61.5 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 17:37 | 14:04 | 14:04 | 18:33 | 19:33 | 20:00 | 05:29 | 04:03 | |
Headdress | 5 | 45.45% | 59.0 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 20:23 | 18:12 | 18:12 | 20:27 | 21:11 | 22:00 | 02:59 | 02:12 | |
Pipe of Insight | 5 | 45.45% | 56.4 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 21:31 | 18:38 | 18:38 | 21:43 | 22:14 | 24:44 | 03:36 | 02:40 | |
Magic Stick | 5 | 45.45% | 53.8 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | -00:45 | -01:29 | -01:29 | -01:29 | -01:28 | 02:10 | 00:01 | 00:00 | |
Magic Wand | 7 | 63.64% | 51.3 | 71.43% | -3.57% | +28.57% | +28.57% | 0.00% | 02:10 | -01:30 | -01:29 | 01:52 | 04:07 | 08:47 | 05:36 | 04:08 | |
Falcon Blade | 6 | 54.55% | 48.7 | 66.67% | -13.33% | +33.33% | -66.67% | -100.00% | 06:16 | 05:25 | 05:51 | 05:51 | 06:40 | 07:11 | 00:49 | 00:36 | |
Scythe of Vyse | 2 | 18.18% | 46.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 36:09 | 30:30 | 30:30 | 41:48 | 41:48 | 41:48 | 11:18 | 08:22 | |
Fluffy Hat | 7 | 63.64% | 43.6 | 57.14% | -42.86% | -57.14% | -7.14% | 19.87% | 04:26 | 01:46 | 02:47 | 05:01 | 05:18 | 05:56 | 02:31 | 01:51 | |
Soul Ring | 5 | 45.45% | 41.0 | 60.00% | -23.33% | +40.00% | +40.00% | 0.00% | 08:39 | 07:44 | 07:44 | 08:05 | 08:32 | 10:51 | 00:48 | 00:35 | |
Aghanim's Scepter | 4 | 36.36% | 38.5 | 50.00% | -35.71% | +50.00% | +50.00% | 0.00% | 33:04 | 22:25 | 22:25 | 26:55 | 32:43 | 50:11 | 10:18 | 07:37 | |
Power Treads | 4 | 36.36% | 35.9 | 50.00% | -35.71% | -50.00% | -50.00% | 0.00% | 06:13 | 03:48 | 03:48 | 04:16 | 06:06 | 10:41 | 02:18 | 01:42 | |
Lotus Orb | 1 | 9.09% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 9.09% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 00:00 | 00:00 | |
Manta Style | 1 | 9.09% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 00:00 | 00:00 | |
Skull Basher | 1 | 9.09% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 00:00 | 00:00 | |
Yasha | 1 | 9.09% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 00:00 | 00:00 | |
Blink Dagger | 1 | 9.09% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 00:00 | 00:00 | |
Blight Stone | 2 | 18.18% | 17.9 | 50.00% | -27.78% | +50.00% | 0.00% | 0.00% | 03:09 | 02:04 | 02:04 | 04:14 | 04:14 | 04:14 | 02:10 | 01:36 | |
Orchid Malevolence | 2 | 18.18% | 15.4 | 50.00% | -27.78% | +50.00% | 0.00% | 0.00% | 14:46 | 12:05 | 12:05 | 17:27 | 17:27 | 17:27 | 05:22 | 03:58 | |
Orb of Venom | 3 | 27.27% | 12.8 | 33.33% | -54.17% | -33.33% | 0.00% | 0.00% | 02:01 | 01:21 | 01:21 | 02:01 | 02:41 | 02:41 | 01:20 | 00:59 | |
Heaven's Halberd | 1 | 9.09% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:33 | 35:33 | 35:33 | 35:33 | 35:33 | 35:33 | 00:00 | 00:00 | |
Orb of Corrosion | 1 | 9.09% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 00:00 | 00:00 | |
Sange | 1 | 9.09% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 00:00 | 00:00 | |
Mage Slayer | 1 | 9.09% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 00:00 | 00:00 |