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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 | |
Aghanim's Scepter | 19 | 38.78% | 100.0 | 68.42% | +35.09% | +11.58% | -8.42% | -3.03% | 23:04 | 12:46 | 18:08 | 21:49 | 24:44 | 36:43 | 06:36 | 04:53 | |
Buckler | 20 | 40.82% | 98.0 | 65.00% | +30.52% | -5.00% | -5.00% | 0.00% | 29:46 | 11:07 | 21:56 | 29:25 | 37:13 | 43:30 | 15:17 | 11:19 | |
Assault Cuirass | 9 | 18.37% | 95.9 | 77.78% | +37.78% | -27.78% | -27.78% | 0.00% | 37:08 | 30:31 | 32:22 | 37:34 | 40:29 | 44:10 | 08:07 | 06:00 | |
Medallion of Courage | 28 | 57.14% | 93.9 | 57.14% | +23.81% | -28.57% | +14.29% | 7.06% | 11:07 | 03:20 | 06:32 | 09:08 | 12:36 | 41:25 | 06:04 | 04:29 | |
Ring of Protection | 22 | 44.90% | 91.8 | 59.09% | +22.05% | -25.76% | +0.91% | 1.68% | 24:59 | -01:29 | 21:21 | 27:12 | 37:13 | 43:30 | 15:52 | 11:45 | |
Blight Stone | 38 | 77.55% | 89.8 | 52.63% | +25.36% | +7.37% | +2.93% | -0.88% | 04:17 | -01:29 | -01:29 | 02:47 | 06:32 | 25:41 | 08:01 | 05:56 | |
Chainmail | 37 | 75.51% | 87.8 | 51.35% | +18.02% | -6.91% | +4.21% | 1.49% | 11:42 | 02:39 | 06:23 | 09:08 | 13:52 | 41:04 | 07:29 | 05:32 | |
Boots of Speed | 46 | 93.88% | 85.7 | 47.83% | +14.50% | +18.84% | -2.38% | -3.98% | 07:17 | 02:02 | 04:23 | 06:27 | 09:43 | 14:45 | 05:20 | 03:57 | |
Vladmir's Offering | 3 | 6.12% | 83.7 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 27:48 | 27:13 | 27:13 | 27:15 | 28:57 | 28:57 | 01:44 | 01:17 | |
Morbid Mask | 3 | 6.12% | 81.6 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 27:14 | 26:48 | 26:48 | 27:13 | 27:42 | 27:42 | 00:54 | 00:40 | |
Magic Wand | 37 | 75.51% | 79.6 | 48.65% | +6.98% | +18.02% | -4.21% | -2.47% | 09:11 | 01:51 | 04:38 | 08:27 | 13:39 | 18:37 | 09:01 | 06:40 | |
Solar Crest | 20 | 40.82% | 77.6 | 55.00% | +13.62% | +5.00% | +25.00% | 2.86% | 17:55 | 09:24 | 13:22 | 17:20 | 20:22 | 38:56 | 07:00 | 05:11 | |
Wind Lace | 28 | 57.14% | 75.5 | 50.00% | +7.14% | +7.14% | -7.14% | -1.65% | 11:44 | 03:51 | 06:50 | 08:37 | 15:29 | 27:23 | 08:39 | 06:24 | |
Fluffy Hat | 7 | 14.29% | 73.5 | 71.43% | +28.57% | -21.43% | -21.43% | 0.00% | 19:41 | 08:14 | 09:43 | 14:05 | 15:02 | 45:13 | 05:19 | 03:56 | |
Magic Stick | 42 | 85.71% | 71.4 | 45.24% | -11.90% | +9.31% | -15.24% | -5.32% | 03:35 | -01:29 | 00:39 | 01:58 | 05:16 | 15:08 | 04:37 | 03:25 | |
Guardian Greaves | 5 | 10.20% | 69.4 | 80.00% | +36.82% | +20.00% | +20.00% | 0.00% | 26:08 | 23:37 | 23:37 | 24:21 | 27:30 | 31:03 | 03:53 | 02:52 | |
Null Talisman | 20 | 40.82% | 67.3 | 50.00% | +5.17% | +10.00% | -10.00% | -11.32% | 02:19 | -01:29 | 01:25 | 02:18 | 03:11 | 05:19 | 01:46 | 01:18 | |
Crown | 23 | 46.94% | 65.3 | 47.83% | +1.68% | -14.50% | +2.17% | 2.21% | 14:39 | 01:49 | 09:25 | 13:44 | 16:58 | 38:42 | 07:33 | 05:35 | |
Black King Bar | 10 | 20.41% | 63.3 | 60.00% | +16.41% | -26.67% | -10.00% | 6.21% | 26:58 | 21:12 | 25:54 | 27:54 | 28:35 | 30:26 | 02:41 | 01:59 | |
Aghanim's Shard | 17 | 34.69% | 61.2 | 47.06% | +0.18% | +2.94% | -22.06% | -3.60% | 26:40 | 20:39 | 22:18 | 27:04 | 29:15 | 34:57 | 06:57 | 05:08 | |
Headdress | 15 | 30.61% | 59.2 | 46.67% | -0.39% | +3.33% | +3.33% | 0.00% | 16:57 | 10:50 | 13:59 | 14:37 | 18:16 | 26:27 | 04:17 | 03:10 | |
Scythe of Vyse | 4 | 8.16% | 57.1 | 75.00% | +30.56% | -75.00% | +25.00% | 0.00% | 32:59 | 21:36 | 21:36 | 35:42 | 35:55 | 38:43 | 14:19 | 10:36 | |
Mekansm | 10 | 20.41% | 55.1 | 50.00% | +3.85% | +16.67% | 0.00% | -5.59% | 18:37 | 12:47 | 15:51 | 17:21 | 18:50 | 27:32 | 02:59 | 02:12 | |
Force Staff | 5 | 10.20% | 53.1 | 60.00% | +14.55% | +40.00% | -60.00% | 0.00% | 22:43 | 12:25 | 12:25 | 20:22 | 21:31 | 45:13 | 09:06 | 06:44 | |
Quelling Blade | 5 | 10.20% | 51.0 | 60.00% | +14.55% | +40.00% | -60.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Orchid Malevolence | 12 | 24.49% | 49.0 | 41.67% | -6.98% | +25.00% | -41.67% | -13.33% | 14:48 | 11:05 | 12:04 | 12:41 | 17:04 | 23:45 | 05:00 | 03:42 | |
Ring of Health | 9 | 18.37% | 46.9 | 44.44% | -3.06% | -44.44% | +5.56% | 4.10% | 19:35 | 12:30 | 12:33 | 16:55 | 24:44 | 35:15 | 12:11 | 09:01 | |
Arcane Boots | 9 | 18.37% | 44.9 | 44.44% | -3.06% | -44.44% | -44.44% | 0.00% | 20:54 | 08:35 | 10:19 | 21:17 | 22:48 | 37:35 | 12:29 | 09:14 | |
Hood of Defiance | 9 | 18.37% | 42.9 | 44.44% | -3.06% | -44.44% | +5.56% | 3.87% | 20:02 | 12:47 | 13:03 | 16:55 | 25:58 | 35:25 | 12:55 | 09:34 | |
Drum of Endurance | 6 | 12.24% | 40.8 | 50.00% | +3.49% | 0.00% | +50.00% | 0.00% | 14:12 | 09:49 | 09:54 | 09:55 | 13:57 | 30:25 | 04:03 | 03:00 | |
Pipe of Insight | 6 | 12.24% | 38.8 | 50.00% | +3.49% | -50.00% | -50.00% | 0.00% | 25:29 | 16:58 | 18:29 | 22:13 | 31:29 | 39:14 | 13:00 | 09:37 | |
Phase Boots | 6 | 12.24% | 36.7 | 50.00% | +3.49% | -50.00% | +50.00% | 0.00% | 12:39 | 09:18 | 10:11 | 11:40 | 14:57 | 15:15 | 04:46 | 03:31 | |
Void Stone | 6 | 12.24% | 34.7 | 50.00% | +3.49% | -50.00% | +50.00% | 0.00% | 29:41 | 19:31 | 19:47 | 25:43 | 38:27 | 38:43 | 18:40 | 13:49 | |
Bottle | 3 | 6.12% | 32.7 | 66.67% | +21.02% | -66.67% | 0.00% | 0.00% | 12:00 | 01:48 | 01:48 | 01:59 | 32:13 | 32:13 | 30:25 | 22:31 | |
Ring of Basilius | 8 | 16.33% | 30.6 | 37.50% | -11.28% | -37.50% | +62.50% | 4.21% | 15:29 | -01:29 | -01:29 | 12:24 | 25:14 | 27:13 | 26:43 | 19:47 | |
Tranquil Boots | 9 | 18.37% | 28.6 | 33.33% | -16.67% | -33.33% | -33.33% | 0.00% | 13:29 | 05:59 | 07:21 | 09:29 | 20:47 | 27:52 | 13:26 | 09:57 | |
Nullifier | 1 | 2.04% | 26.5 | 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 | |
Rod of Atos | 1 | 2.04% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 00:00 | 00:00 | |
Holy Locket | 1 | 2.04% | 22.4 | 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 | |
Bloodthorn | 2 | 4.08% | 20.4 | 50.00% | +3.19% | -50.00% | 0.00% | 0.00% | 33:34 | 28:28 | 28:28 | 38:40 | 38:40 | 38:40 | 10:12 | 07:33 | |
Glimmer Cape | 3 | 6.12% | 18.4 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | 25:10 | 18:18 | 18:18 | 22:09 | 35:02 | 35:02 | 16:44 | 12:23 | |
Helm of Iron Will | 4 | 8.16% | 16.3 | 25.00% | -23.89% | -25.00% | +75.00% | 0.00% | 16:59 | 06:27 | 06:27 | 07:33 | 18:42 | 35:14 | 12:15 | 09:04 | |
Helm of the Dominator | 3 | 6.12% | 14.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 14:11 | 08:48 | 08:48 | 11:25 | 22:21 | 22:21 | 13:33 | 10:02 | |
Orb of Venom | 1 | 2.04% | 12.2 | 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 | |
Urn of Shadows | 2 | 4.08% | 10.2 | 0.00% | -48.94% | 0.00% | 0.00% | 0.00% | 03:18 | 02:55 | 02:55 | 03:41 | 03:41 | 03:41 | 00:46 | 00:34 | |
Aeon Disk | 1 | 2.04% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 00:00 | 00:00 | |
Orb of Corrosion | 1 | 2.04% | 6.1 | 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 | |
Veil of Discord | 2 | 4.08% | 4.1 | 0.00% | -48.94% | 0.00% | 0.00% | 0.00% | 19:44 | 14:13 | 14:13 | 25:14 | 25:14 | 25:14 | 11:01 | 08:09 | |
Aether Lens | 1 | 2.04% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 |