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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 Basilius | 8 | 19.51% | 100.0 | 87.50% | +39.02% | -37.50% | +12.50% | 10.87% | 13:49 | 09:21 | 09:36 | 12:11 | 14:12 | 27:07 | 04:36 | 03:24 | |
Void Stone | 14 | 34.15% | 97.9 | 71.43% | +23.28% | +3.57% | -4.76% | -1.08% | 23:11 | 08:36 | 16:49 | 21:08 | 24:32 | 47:56 | 07:43 | 05:42 | |
Wind Lace | 27 | 65.85% | 95.8 | 62.96% | +20.10% | -20.10% | -5.82% | 1.52% | 14:00 | -01:29 | 08:50 | 11:59 | 18:15 | 34:56 | 09:25 | 06:58 | |
Tranquil Boots | 16 | 39.02% | 93.8 | 68.75% | +20.75% | -18.75% | +31.25% | 6.01% | 17:51 | 08:26 | 12:24 | 14:45 | 20:43 | 35:29 | 08:19 | 06:09 | |
Boots of Speed | 41 | 100.00% | 91.7 | 56.10% | +56.10% | +3.90% | -16.10% | -4.98% | 08:03 | 00:57 | 06:06 | 08:24 | 10:07 | 15:47 | 04:01 | 02:58 | |
Magic Wand | 21 | 51.22% | 89.6 | 61.90% | +11.90% | +18.10% | -1.90% | -2.27% | 09:32 | -01:29 | 04:33 | 08:36 | 13:22 | 21:29 | 08:49 | 06:31 | |
Crown | 6 | 14.63% | 87.5 | 83.33% | +31.90% | -33.33% | +16.67% | 29.41% | 14:58 | 11:55 | 14:24 | 15:21 | 16:06 | 16:33 | 01:42 | 01:15 | |
Veil of Discord | 6 | 14.63% | 85.4 | 83.33% | +31.90% | -33.33% | +16.67% | 24.79% | 17:24 | 14:09 | 16:39 | 18:05 | 18:40 | 18:40 | 02:01 | 01:29 | |
Magic Stick | 33 | 80.49% | 83.3 | 54.55% | -7.95% | +32.95% | -29.55% | -16.59% | 02:41 | -01:29 | -01:29 | 03:28 | 05:15 | 10:30 | 06:44 | 04:59 | |
Glimmer Cape | 8 | 19.51% | 81.3 | 75.00% | +23.48% | -25.00% | +25.00% | 14.15% | 26:22 | 20:22 | 22:55 | 25:47 | 26:27 | 36:52 | 03:32 | 02:37 | |
Aghanim's Shard | 18 | 43.90% | 79.2 | 61.11% | +8.94% | +18.89% | -11.11% | -2.79% | 27:11 | 15:00 | 20:51 | 26:08 | 31:36 | 41:55 | 10:45 | 07:57 | |
Black King Bar | 3 | 7.32% | 77.1 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 42:17 | 29:40 | 29:40 | 36:11 | 1:01:00 | 1:01:00 | 31:20 | 23:12 | |
Drum of Endurance | 3 | 7.32% | 75.0 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 21:59 | 20:13 | 20:13 | 21:49 | 23:54 | 23:54 | 03:41 | 02:43 | |
Witch Blade | 3 | 7.32% | 72.9 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 09:53 | 09:27 | 09:27 | 09:48 | 10:23 | 10:23 | 00:56 | 00:41 | |
Aghanim's Scepter | 7 | 17.07% | 70.8 | 71.43% | +18.49% | +28.57% | +28.57% | 0.00% | 34:29 | 16:28 | 23:27 | 34:02 | 34:45 | 56:16 | 11:18 | 08:22 | |
Eul's Scepter of Divinity | 5 | 12.20% | 68.8 | 80.00% | +27.22% | -80.00% | +20.00% | 20.55% | 19:19 | 13:44 | 13:44 | 15:13 | 18:36 | 34:09 | 04:52 | 03:36 | |
Chainmail | 5 | 12.20% | 66.7 | 80.00% | +27.22% | +20.00% | +20.00% | 0.00% | 11:00 | 08:45 | 08:45 | 09:36 | 10:28 | 17:21 | 01:43 | 01:16 | |
Arcane Boots | 15 | 36.59% | 64.6 | 53.33% | -4.36% | -3.33% | +21.67% | 4.98% | 16:06 | 06:36 | 13:02 | 16:31 | 18:03 | 26:23 | 05:01 | 03:42 | |
Null Talisman | 6 | 14.63% | 62.5 | 66.67% | +12.38% | -16.67% | -66.67% | -37.50% | 02:43 | 01:51 | 01:57 | 02:15 | 03:17 | 04:33 | 01:20 | 00:59 | |
Fluffy Hat | 21 | 51.22% | 60.4 | 42.86% | -27.14% | -22.86% | +17.14% | 4.21% | 16:15 | 05:11 | 10:50 | 16:22 | 20:20 | 30:06 | 09:30 | 07:02 | |
Ring of Health | 2 | 4.88% | 58.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 33:38 | 29:49 | 29:49 | 37:27 | 37:27 | 37:27 | 07:38 | 05:39 | |
Aether Lens | 7 | 17.07% | 56.3 | 57.14% | +1.26% | +42.86% | -7.14% | -15.79% | 29:46 | 21:21 | 22:00 | 24:08 | 25:10 | 48:10 | 03:10 | 02:20 | |
Force Staff | 14 | 34.15% | 54.2 | 42.86% | -20.10% | +7.14% | -9.53% | -2.06% | 26:31 | 18:53 | 23:10 | 24:41 | 31:16 | 33:01 | 08:06 | 06:00 | |
Ring of Protection | 6 | 14.63% | 52.1 | 50.00% | -7.14% | 0.00% | +50.00% | 3.89% | 06:42 | -01:29 | -01:29 | 05:01 | 14:20 | 16:08 | 15:49 | 11:42 | |
Ghost Scepter | 10 | 24.39% | 50.0 | 40.00% | -21.29% | -6.67% | +10.00% | 1.00% | 26:55 | 16:22 | 19:31 | 23:38 | 36:13 | 42:10 | 16:42 | 12:22 | |
Headdress | 3 | 7.32% | 47.9 | 66.67% | +11.41% | +33.33% | 0.00% | 0.00% | 07:45 | -01:29 | -01:29 | 08:40 | 16:05 | 16:05 | 17:34 | 13:00 | |
Blink Dagger | 3 | 7.32% | 45.8 | 66.67% | +11.41% | +33.33% | 0.00% | 0.00% | 40:49 | 30:00 | 30:00 | 44:13 | 48:13 | 48:13 | 18:13 | 13:29 | |
Octarine Core | 1 | 2.44% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 00:00 | 00:00 | |
Aeon Disk | 1 | 2.44% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 00:00 | 00:00 | |
Lotus Orb | 1 | 2.44% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 2.44% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 | |
Shiva's Guard | 1 | 2.44% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 2.44% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 00:00 | 00:00 | |
Helm of the Dominator | 1 | 2.44% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 | |
Sange | 1 | 2.44% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 2.44% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 2.44% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:14 | 54:14 | 54:14 | 54:14 | 54:14 | 54:14 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 2.44% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 00:00 | 00:00 | |
Morbid Mask | 1 | 2.44% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 2.44% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 2.44% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 00:00 | 00:00 | |
Guardian Greaves | 2 | 4.88% | 14.6 | 50.00% | -6.41% | -50.00% | 0.00% | 0.00% | 20:43 | 18:00 | 18:00 | 23:25 | 23:25 | 23:25 | 05:25 | 04:00 | |
Buckler | 2 | 4.88% | 12.5 | 50.00% | -6.41% | -50.00% | 0.00% | 0.00% | 17:31 | 14:20 | 14:20 | 20:42 | 20:42 | 20:42 | 06:22 | 04:42 | |
Kaya | 2 | 4.88% | 10.4 | 50.00% | -6.41% | +50.00% | 0.00% | 0.00% | 29:09 | 18:36 | 18:36 | 39:41 | 39:41 | 39:41 | 21:05 | 15:37 | |
Mekansm | 2 | 4.88% | 8.3 | 50.00% | -6.41% | -50.00% | 0.00% | 0.00% | 15:48 | 12:21 | 12:21 | 19:15 | 19:15 | 19:15 | 06:54 | 05:06 | |
Spirit Vessel | 2 | 4.88% | 6.3 | 50.00% | -6.41% | -50.00% | 0.00% | 0.00% | 15:17 | 14:41 | 14:41 | 15:52 | 15:52 | 15:52 | 01:11 | 00:52 | |
Urn of Shadows | 3 | 7.32% | 4.2 | 33.33% | -24.56% | -33.33% | 0.00% | 0.00% | 10:03 | 06:18 | 06:18 | 08:31 | 15:21 | 15:21 | 09:03 | 06:42 | |
Quelling Blade | 1 | 2.44% | 2.1 | 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 |