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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 | |
Arcane Boots | 10 | 22.73% | 100.0 | 90.00% | +37.06% | -23.33% | +10.00% | 1.87% | 21:23 | 12:18 | 13:51 | 14:53 | 31:42 | 42:19 | 17:51 | 13:13 | |
Magic Wand | 27 | 61.36% | 98.2 | 66.67% | +13.73% | +19.04% | -9.53% | -2.38% | 12:15 | 02:30 | 04:54 | 13:01 | 16:55 | 28:52 | 12:01 | 08:54 | |
Mekansm | 10 | 22.73% | 96.4 | 80.00% | +24.12% | -13.33% | -30.00% | -2.38% | 21:49 | 16:15 | 19:33 | 20:07 | 26:34 | 27:45 | 07:01 | 05:11 | |
Aghanim's Scepter | 15 | 34.09% | 94.5 | 73.33% | +18.16% | +1.67% | +26.67% | 2.48% | 34:42 | 21:51 | 28:26 | 33:08 | 38:31 | 49:30 | 10:05 | 07:28 | |
Boots of Speed | 43 | 97.73% | 92.7 | 60.47% | -39.53% | -15.02% | +30.44% | 17.15% | 06:34 | 00:56 | 04:45 | 06:12 | 07:24 | 16:31 | 02:39 | 01:57 | |
Medallion of Courage | 25 | 56.82% | 90.9 | 64.00% | +6.11% | +2.67% | +2.67% | 0.00% | 16:04 | 07:19 | 10:34 | 14:08 | 19:52 | 37:36 | 09:18 | 06:53 | |
Magic Stick | 33 | 75.00% | 89.1 | 60.61% | -3.03% | +1.89% | +14.39% | 1.54% | 06:42 | -01:29 | 02:11 | 06:19 | 10:17 | 19:28 | 08:06 | 06:00 | |
Buckler | 20 | 45.45% | 87.3 | 65.00% | +6.67% | +15.00% | +15.00% | 0.00% | 12:51 | 04:53 | 07:58 | 11:30 | 15:24 | 24:16 | 07:26 | 05:30 | |
Tranquil Boots | 13 | 29.55% | 85.5 | 69.23% | +11.17% | -2.56% | -2.56% | 0.00% | 15:23 | 07:03 | 07:37 | 11:45 | 19:41 | 37:33 | 12:04 | 08:56 | |
Chainmail | 23 | 52.27% | 83.6 | 60.87% | -1.03% | -10.87% | +22.46% | 6.13% | 13:56 | 06:57 | 10:30 | 12:47 | 15:56 | 25:40 | 05:26 | 04:01 | |
Ring of Protection | 19 | 43.18% | 81.8 | 63.16% | +3.16% | -3.16% | -3.16% | 0.00% | 11:13 | 00:20 | 05:23 | 07:37 | 08:37 | 1:06:21 | 03:14 | 02:23 | |
Aghanim's Shard | 10 | 22.73% | 80.0 | 70.00% | +11.18% | +30.00% | -20.00% | -7.59% | 23:21 | 16:20 | 20:31 | 22:17 | 27:06 | 32:13 | 06:35 | 04:52 | |
Wind Lace | 9 | 20.45% | 78.2 | 66.67% | +6.67% | -16.67% | +33.33% | 10.34% | 11:04 | 02:09 | 05:07 | 09:11 | 09:57 | 32:58 | 04:50 | 03:34 | |
Headdress | 17 | 38.64% | 76.4 | 52.94% | -13.73% | -52.94% | -2.94% | 4.40% | 20:50 | 07:38 | 12:54 | 18:22 | 24:16 | 51:16 | 11:22 | 08:25 | |
Solar Crest | 10 | 22.73% | 74.5 | 60.00% | -1.76% | -26.67% | -10.00% | 0.85% | 28:44 | 15:57 | 19:22 | 25:12 | 38:55 | 43:08 | 19:33 | 14:28 | |
Blight Stone | 13 | 29.55% | 72.7 | 53.85% | -10.67% | +12.82% | -20.52% | -4.59% | 06:44 | -01:29 | -01:29 | 07:29 | 08:45 | 25:40 | 10:14 | 07:34 | |
Morbid Mask | 8 | 18.18% | 70.9 | 62.50% | +1.39% | +37.50% | -12.50% | -16.30% | 10:12 | 06:45 | 08:09 | 09:54 | 11:13 | 13:59 | 03:04 | 02:16 | |
Wraith Pact | 8 | 18.18% | 69.1 | 62.50% | +1.39% | +37.50% | -12.50% | -17.86% | 14:48 | 11:37 | 12:55 | 14:26 | 15:43 | 18:43 | 02:48 | 02:04 | |
Vladmir's Offering | 11 | 25.00% | 67.3 | 54.55% | -9.09% | +12.12% | -21.22% | -5.88% | 22:41 | 07:47 | 10:43 | 12:12 | 16:23 | 1:06:21 | 05:40 | 04:11 | |
Ring of Basilius | 12 | 27.27% | 65.5 | 50.00% | -15.63% | -16.67% | -16.67% | 0.00% | 05:08 | -01:29 | 00:24 | 04:52 | 07:23 | 14:00 | 06:59 | 05:10 | |
Ghost Scepter | 4 | 9.09% | 63.6 | 75.00% | +15.00% | +25.00% | -75.00% | 0.00% | 38:58 | 28:32 | 28:32 | 33:16 | 46:09 | 47:54 | 17:37 | 13:02 | |
Fluffy Hat | 4 | 9.09% | 61.8 | 75.00% | +15.00% | +25.00% | -75.00% | 0.00% | 18:12 | 01:01 | 01:01 | 15:01 | 19:34 | 37:11 | 18:33 | 13:44 | |
Crown | 2 | 4.55% | 60.0 | 100.00% | +40.48% | 0.00% | 0.00% | 0.00% | 36:31 | 34:20 | 34:20 | 38:41 | 38:41 | 38:41 | 04:21 | 03:13 | |
Guardian Greaves | 2 | 4.55% | 58.2 | 100.00% | +40.48% | 0.00% | 0.00% | 0.00% | 40:46 | 38:37 | 38:37 | 42:54 | 42:54 | 42:54 | 04:17 | 03:10 | |
Aeon Disk | 2 | 4.55% | 56.4 | 100.00% | +40.48% | 0.00% | 0.00% | 0.00% | 1:10:27 | 34:57 | 34:57 | 1:45:57 | 1:45:57 | 1:45:57 | 1:11:00 | 52:35 | |
Bracer | 2 | 4.55% | 54.5 | 100.00% | +40.48% | 0.00% | 0.00% | 0.00% | 12:52 | 03:14 | 03:14 | 22:30 | 22:30 | 22:30 | 19:16 | 14:16 | |
Drum of Endurance | 5 | 11.36% | 52.7 | 60.00% | -1.54% | -60.00% | +40.00% | 0.00% | 18:55 | 09:49 | 09:49 | 19:23 | 20:42 | 32:58 | 10:53 | 08:03 | |
Force Staff | 6 | 13.64% | 50.9 | 50.00% | -13.16% | +50.00% | -50.00% | -5.94% | 33:25 | 19:34 | 20:21 | 28:55 | 37:11 | 1:02:29 | 16:50 | 12:28 | |
Assault Cuirass | 6 | 13.64% | 49.1 | 50.00% | -13.16% | 0.00% | -50.00% | -6.55% | 29:55 | 22:31 | 25:12 | 28:36 | 32:50 | 40:15 | 07:38 | 05:39 | |
Boots of Bearing | 3 | 6.82% | 47.3 | 66.67% | +5.69% | +33.33% | 0.00% | 0.00% | 29:31 | 25:17 | 25:17 | 25:42 | 37:33 | 37:33 | 12:16 | 09:05 | |
Ring of Health | 7 | 15.91% | 45.5 | 42.86% | -22.00% | +7.14% | +7.14% | 0.00% | 20:59 | 05:19 | 11:32 | 14:08 | 15:41 | 1:03:50 | 04:09 | 03:04 | |
Black King Bar | 1 | 2.27% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:21 | 53:21 | 53:21 | 53:21 | 53:21 | 53:21 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 2.27% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 00:00 | 00:00 | |
Bottle | 1 | 2.27% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 00:00 | 00:00 | |
Boots of Travel | 1 | 2.27% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 00:00 | 00:00 | |
Mage Slayer | 1 | 2.27% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 00:00 | 00:00 | |
Falcon Blade | 1 | 2.27% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 | |
Arcane Ring | 1 | 2.27% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 | |
Philosopher's Stone | 1 | 2.27% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 2.27% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:51 | 1:08:51 | 1:08:51 | 1:08:51 | 1:08:51 | 1:08:51 | 00:00 | 00:00 | |
Power Treads | 1 | 2.27% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 00:00 | 00:00 | |
Bloodthorn | 1 | 2.27% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 | |
Moon Shard | 1 | 2.27% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:43 | 1:19:43 | 1:19:43 | 1:19:43 | 1:19:43 | 1:19:43 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 2.27% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 | |
Ring of Aquila | 1 | 2.27% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:17 | 49:17 | 49:17 | 49:17 | 49:17 | 49:17 | 00:00 | 00:00 | |
Rod of Atos | 1 | 2.27% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 | |
Refresher Orb | 1 | 2.27% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 2.27% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 00:00 | 00:00 | |
Hood of Defiance | 5 | 11.36% | 12.7 | 40.00% | -24.10% | +60.00% | -40.00% | 0.00% | 18:08 | 15:22 | 15:22 | 15:41 | 17:48 | 26:15 | 02:26 | 01:48 | |
Void Stone | 5 | 11.36% | 10.9 | 40.00% | -24.10% | -40.00% | -40.00% | 0.00% | 39:11 | 33:25 | 33:25 | 36:37 | 42:32 | 48:27 | 09:07 | 06:45 | |
Pipe of Insight | 5 | 11.36% | 9.1 | 40.00% | -24.10% | +60.00% | -40.00% | 0.00% | 22:36 | 19:06 | 19:06 | 21:08 | 24:42 | 28:47 | 05:36 | 04:08 | |
Scythe of Vyse | 5 | 11.36% | 7.3 | 40.00% | -24.10% | +60.00% | -40.00% | 0.00% | 48:42 | 34:55 | 34:55 | 42:32 | 48:27 | 1:20:53 | 13:32 | 10:01 | |
Urn of Shadows | 2 | 4.55% | 5.5 | 50.00% | -11.90% | -50.00% | 0.00% | 0.00% | 22:22 | 15:56 | 15:56 | 28:48 | 28:48 | 28:48 | 12:52 | 09:31 | |
Null Talisman | 3 | 6.82% | 3.6 | 33.33% | -30.08% | +66.67% | 0.00% | 0.00% | 01:41 | 01:02 | 01:02 | 01:56 | 02:06 | 02:06 | 01:04 | 00:47 | |
Helm of the Dominator | 3 | 6.82% | 1.8 | 0.00% | -65.85% | 0.00% | 0.00% | 0.00% | 11:51 | 07:38 | 07:38 | 12:33 | 15:22 | 15:22 | 07:44 | 05:43 |