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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 Protection | 29 | 21.48% | 100.0 | 58.62% | +27.49% | +12.81% | +12.81% | 0.00% | 15:45 | -01:29 | -01:27 | 11:50 | 29:23 | 40:19 | 30:50 | 22:50 | |
Morbid Mask | 11 | 8.15% | 97.8 | 72.73% | +38.86% | -39.40% | -6.06% | 2.61% | 32:56 | 19:06 | 25:39 | 34:42 | 38:24 | 49:55 | 12:45 | 09:26 | |
Buckler | 21 | 15.56% | 95.7 | 61.90% | +29.44% | -21.90% | +18.10% | 1.76% | 23:55 | 10:05 | 11:59 | 23:26 | 34:42 | 40:19 | 22:43 | 16:49 | |
Solar Crest | 14 | 10.37% | 93.5 | 64.29% | +30.41% | +10.71% | -30.96% | -4.26% | 26:15 | 18:40 | 20:25 | 24:22 | 30:12 | 39:52 | 09:47 | 07:14 | |
Chainmail | 41 | 30.37% | 91.3 | 48.78% | +16.87% | +11.22% | -8.78% | -1.99% | 21:08 | 09:41 | 15:25 | 18:50 | 25:28 | 41:20 | 10:03 | 07:26 | |
Blight Stone | 24 | 17.78% | 89.1 | 54.17% | +20.84% | +12.50% | -20.84% | -5.36% | 21:01 | 04:50 | 15:58 | 19:31 | 22:11 | 41:20 | 06:13 | 04:36 | |
Medallion of Courage | 24 | 17.78% | 87.0 | 54.17% | +20.84% | -4.17% | -20.84% | -2.75% | 21:50 | 10:06 | 16:07 | 20:09 | 22:11 | 41:20 | 06:04 | 04:29 | |
Crown | 17 | 12.59% | 84.8 | 58.82% | +24.92% | -8.82% | +16.18% | 2.16% | 21:27 | 08:14 | 14:57 | 18:58 | 26:32 | 39:51 | 11:35 | 08:34 | |
Magic Wand | 109 | 80.74% | 82.6 | 39.45% | +12.53% | +12.40% | -20.93% | -6.80% | 11:37 | 02:46 | 08:42 | 10:54 | 13:36 | 34:08 | 04:54 | 03:37 | |
Glimmer Cape | 48 | 35.56% | 80.4 | 43.75% | +10.42% | +31.25% | -10.42% | -5.76% | 25:46 | 14:00 | 21:44 | 24:11 | 28:58 | 44:09 | 07:14 | 05:21 | |
Vladmir's Offering | 9 | 6.67% | 78.3 | 66.67% | +31.75% | -66.67% | -16.67% | 0.00% | 33:25 | 22:14 | 22:30 | 35:10 | 39:10 | 51:25 | 16:40 | 12:20 | |
Boots of Speed | 135 | 100.00% | 76.1 | 37.04% | +37.04% | -13.51% | +7.08% | 3.12% | 04:33 | -01:29 | -01:29 | 06:07 | 08:05 | 16:48 | 09:34 | 07:05 | |
Magic Stick | 132 | 97.78% | 73.9 | 37.12% | +3.79% | -0.76% | -12.88% | -2.32% | 04:36 | -01:30 | 01:54 | 04:45 | 07:08 | 13:26 | 05:14 | 03:52 | |
Arcane Boots | 27 | 20.00% | 71.7 | 48.15% | +13.89% | +8.99% | +8.99% | 0.00% | 15:41 | 10:25 | 12:39 | 15:20 | 16:55 | 25:21 | 04:16 | 03:09 | |
Ring of Basilius | 47 | 34.81% | 69.6 | 42.55% | +8.46% | +7.45% | +7.45% | 0.00% | 10:52 | 01:34 | 04:43 | 07:31 | 12:13 | 39:09 | 07:30 | 05:33 | |
Wind Lace | 103 | 76.30% | 67.4 | 36.89% | -0.61% | -2.27% | -6.12% | -0.46% | 08:17 | -01:30 | 03:47 | 07:59 | 12:14 | 37:11 | 08:27 | 06:15 | |
Fluffy Hat | 48 | 35.56% | 65.2 | 41.67% | +7.19% | +25.00% | 0.00% | -4.10% | 16:04 | -01:29 | 11:58 | 15:19 | 18:04 | 33:43 | 06:06 | 04:31 | |
Mekansm | 12 | 8.89% | 63.0 | 58.33% | +23.37% | +41.67% | -25.00% | -7.51% | 24:09 | 16:03 | 18:51 | 23:24 | 27:44 | 32:48 | 08:53 | 06:34 | |
Headdress | 40 | 29.63% | 60.9 | 42.50% | +7.76% | +7.50% | -12.50% | -2.11% | 19:31 | 11:26 | 13:50 | 17:25 | 23:20 | 37:49 | 09:30 | 07:02 | |
Tranquil Boots | 86 | 63.70% | 58.7 | 36.05% | -2.73% | -4.23% | +2.05% | 1.24% | 11:42 | 01:52 | 09:18 | 11:20 | 14:22 | 22:09 | 05:04 | 03:45 | |
Force Staff | 30 | 22.22% | 56.5 | 43.33% | +8.09% | +6.67% | -14.76% | -2.70% | 30:45 | 19:35 | 27:11 | 30:22 | 35:07 | 39:52 | 07:56 | 05:52 | |
Holy Locket | 28 | 20.74% | 54.3 | 39.29% | +2.84% | +3.57% | -25.00% | -3.88% | 23:10 | 13:15 | 18:32 | 20:26 | 25:54 | 38:04 | 07:22 | 05:27 | |
Ghost Scepter | 25 | 18.52% | 52.2 | 40.00% | +3.64% | +26.67% | -23.33% | -4.50% | 30:02 | 14:02 | 24:19 | 27:33 | 35:25 | 43:00 | 11:06 | 08:13 | |
Urn of Shadows | 4 | 2.96% | 50.0 | 75.00% | +39.12% | -75.00% | +25.00% | 0.00% | 15:09 | 11:58 | 11:58 | 13:25 | 14:15 | 20:57 | 02:17 | 01:41 | |
Guardian Greaves | 2 | 1.48% | 47.8 | 100.00% | +63.91% | 0.00% | 0.00% | 0.00% | 28:31 | 25:08 | 25:08 | 31:54 | 31:54 | 31:54 | 06:46 | 05:00 | |
Aeon Disk | 3 | 2.22% | 45.7 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 33:28 | 27:22 | 27:22 | 32:48 | 40:15 | 40:15 | 12:53 | 09:32 | |
Ring of Health | 7 | 5.19% | 43.5 | 42.86% | +6.14% | +7.14% | -42.86% | 0.00% | 30:40 | 16:22 | 25:17 | 32:39 | 33:36 | 39:53 | 08:19 | 06:09 | |
Void Stone | 4 | 2.96% | 41.3 | 50.00% | +13.36% | +50.00% | -50.00% | 0.00% | 30:18 | 22:05 | 22:05 | 32:39 | 32:56 | 33:30 | 10:51 | 08:02 | |
Orb of Corrosion | 1 | 0.74% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 00:00 | 00:00 | |
Vanguard | 1 | 0.74% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 0.74% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 0.74% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 00:00 | 00:00 | |
Orb of Venom | 18 | 13.33% | 30.4 | 22.22% | -17.10% | +17.78% | -22.22% | -40.00% | -00:41 | -01:29 | -01:29 | -01:29 | -01:23 | 05:05 | 00:06 | 00:04 | |
Quelling Blade | 8 | 5.93% | 28.3 | 25.00% | -12.80% | +25.00% | +25.00% | 0.00% | 15:04 | 06:49 | 07:11 | 13:34 | 19:30 | 21:29 | 12:19 | 09:07 | |
Rod of Atos | 2 | 1.48% | 26.1 | 50.00% | +13.16% | -50.00% | 0.00% | 0.00% | 25:40 | 19:11 | 19:11 | 32:08 | 32:08 | 32:08 | 12:57 | 09:35 | |
Lotus Orb | 2 | 1.48% | 23.9 | 50.00% | +13.16% | -50.00% | 0.00% | 0.00% | 42:04 | 41:10 | 41:10 | 42:58 | 42:58 | 42:58 | 01:48 | 01:20 | |
Spirit Vessel | 2 | 1.48% | 21.7 | 50.00% | +13.16% | -50.00% | 0.00% | 0.00% | 22:37 | 17:01 | 17:01 | 28:12 | 28:12 | 28:12 | 11:11 | 08:17 | |
Veil of Discord | 3 | 2.22% | 19.6 | 33.33% | -3.79% | -33.33% | 0.00% | 0.00% | 17:43 | 15:31 | 15:31 | 18:10 | 19:29 | 19:29 | 03:58 | 02:56 | |
Phase Boots | 3 | 2.22% | 17.4 | 33.33% | -3.79% | +66.67% | 0.00% | 0.00% | 15:53 | 12:38 | 12:38 | 15:04 | 19:57 | 19:57 | 07:19 | 05:25 | |
Bracer | 8 | 5.93% | 15.2 | 12.50% | -26.08% | -12.50% | -12.50% | 0.00% | 16:57 | 10:37 | 11:00 | 14:52 | 18:56 | 26:49 | 07:56 | 05:52 | |
Hood of Defiance | 3 | 2.22% | 13.0 | 0.00% | -37.88% | 0.00% | 0.00% | 0.00% | 31:56 | 25:29 | 25:29 | 30:16 | 40:04 | 40:04 | 14:35 | 10:48 | |
Blade Mail | 4 | 2.96% | 10.9 | 0.00% | -38.17% | 0.00% | 0.00% | 0.00% | 28:45 | 25:39 | 25:39 | 26:30 | 29:04 | 33:46 | 03:25 | 02:31 | |
Black King Bar | 1 | 0.74% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:55 | 49:55 | 49:55 | 49:55 | 49:55 | 49:55 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 0.74% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 0.74% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 | |
Aghanim's Shard | 3 | 2.22% | 2.2 | 0.00% | -37.88% | 0.00% | 0.00% | 0.00% | 39:40 | 32:40 | 32:40 | 37:33 | 48:48 | 48:48 | 16:08 | 11:57 |