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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 | |
Blink Dagger | 26 | 54.17% | 100.0 | 76.92% | +63.28% | +8.79% | +6.41% | -0.27% | 28:16 | 18:19 | 23:20 | 29:04 | 32:04 | 38:29 | 08:44 | 06:28 | |
Void Stone | 11 | 22.92% | 97.4 | 72.73% | +32.19% | +27.27% | -6.06% | -2.61% | 25:48 | 11:26 | 15:40 | 26:40 | 28:25 | 54:36 | 12:45 | 09:26 | |
Aghanim's Shard | 27 | 56.25% | 94.9 | 59.26% | +25.93% | -2.12% | -2.12% | 0.00% | 29:31 | 21:05 | 23:17 | 28:11 | 32:52 | 1:02:55 | 09:35 | 07:05 | |
Wind Lace | 30 | 62.50% | 92.3 | 56.67% | +23.34% | +5.83% | -13.81% | -3.84% | 13:56 | 03:28 | 10:05 | 13:09 | 15:12 | 35:13 | 05:07 | 03:47 | |
Fluffy Hat | 25 | 52.08% | 89.7 | 56.00% | +16.87% | +27.33% | -6.00% | -3.18% | 19:02 | 05:28 | 12:17 | 17:43 | 22:45 | 46:29 | 10:28 | 07:45 | |
Boots of Speed | 48 | 100.00% | 87.2 | 47.92% | +47.92% | +2.08% | +10.41% | 2.44% | 06:35 | -01:29 | 04:50 | 06:16 | 08:15 | 15:39 | 03:25 | 02:31 | |
Solar Crest | 17 | 35.42% | 84.6 | 58.82% | +16.88% | -8.82% | -8.82% | 0.00% | 20:30 | 14:10 | 16:11 | 19:11 | 22:18 | 35:43 | 06:07 | 04:31 | |
Magic Stick | 41 | 85.42% | 82.1 | 48.78% | +5.92% | +1.22% | -8.78% | -1.47% | 04:57 | -01:29 | -01:29 | 02:32 | 08:16 | 20:40 | 09:45 | 07:13 | |
Black King Bar | 3 | 6.25% | 79.5 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 42:51 | 31:21 | 31:21 | 37:53 | 59:18 | 59:18 | 27:57 | 20:42 | |
Crown | 20 | 41.67% | 76.9 | 55.00% | +12.14% | +5.00% | +5.00% | 0.00% | 17:22 | 10:16 | 11:50 | 15:23 | 20:21 | 35:12 | 08:31 | 06:18 | |
Force Staff | 20 | 41.67% | 74.4 | 55.00% | +12.14% | +5.00% | +5.00% | 0.00% | 25:43 | 15:47 | 19:44 | 23:08 | 27:55 | 46:29 | 08:11 | 06:03 | |
Tranquil Boots | 9 | 18.75% | 71.8 | 66.67% | +23.08% | -16.67% | +33.33% | 26.09% | 16:42 | 08:00 | 13:47 | 14:50 | 15:42 | 28:57 | 01:55 | 01:25 | |
Eul's Scepter of Divinity | 5 | 10.42% | 69.2 | 80.00% | +35.81% | +20.00% | +20.00% | 0.00% | 20:22 | 16:18 | 16:18 | 19:06 | 20:29 | 28:13 | 04:11 | 03:05 | |
Magic Wand | 27 | 56.25% | 66.7 | 48.15% | +0.53% | +23.28% | -33.86% | -10.48% | 12:07 | 01:38 | 08:20 | 11:29 | 13:47 | 23:09 | 05:27 | 04:02 | |
Arcane Boots | 12 | 25.00% | 64.1 | 58.33% | +13.89% | +41.67% | -25.00% | -26.67% | 13:05 | 08:33 | 10:38 | 11:09 | 13:08 | 24:55 | 02:30 | 01:51 | |
Chainmail | 23 | 47.92% | 61.5 | 47.83% | -0.17% | +18.84% | +2.17% | -3.11% | 12:10 | 06:26 | 07:35 | 11:18 | 12:57 | 34:08 | 05:22 | 03:58 | |
Medallion of Courage | 22 | 45.83% | 59.0 | 45.45% | -4.55% | +21.22% | +14.55% | -1.07% | 12:50 | 06:56 | 08:13 | 11:49 | 14:27 | 34:10 | 06:14 | 04:37 | |
Ring of Health | 6 | 12.50% | 56.4 | 66.67% | +21.43% | -16.67% | +33.33% | 3.50% | 35:10 | 21:12 | 28:24 | 30:18 | 42:41 | 54:29 | 14:17 | 10:34 | |
Blight Stone | 27 | 56.25% | 53.8 | 40.74% | -16.40% | +2.12% | +2.12% | 0.00% | 02:25 | -01:29 | -01:29 | -01:29 | 03:57 | 16:02 | 05:26 | 04:01 | |
Ghost Scepter | 4 | 8.33% | 51.3 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 41:44 | 29:27 | 29:27 | 43:38 | 45:27 | 48:25 | 16:00 | 11:51 | |
Drum of Endurance | 2 | 4.17% | 48.7 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 16:49 | 16:42 | 16:42 | 16:56 | 16:56 | 16:56 | 00:14 | 00:10 | |
Ring of Protection | 3 | 6.25% | 46.2 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 07:29 | -01:29 | -01:29 | 01:43 | 22:14 | 22:14 | 23:43 | 17:34 | |
Lotus Orb | 4 | 8.33% | 43.6 | 50.00% | +2.27% | +50.00% | -50.00% | 0.00% | 31:46 | 21:55 | 21:55 | 28:30 | 33:59 | 42:41 | 12:04 | 08:56 | |
Orb of Venom | 1 | 2.08% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 00:00 | 00:00 | |
Buckler | 1 | 2.08% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 00:00 | 00:00 | |
Guardian Greaves | 1 | 2.08% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 00:00 | 00:00 | |
Aether Lens | 1 | 2.08% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 2.08% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:39 | 54:39 | 54:39 | 54:39 | 54:39 | 54:39 | 00:00 | 00:00 | |
Quelling Blade | 1 | 2.08% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 07:01 | 00:00 | 00:00 | |
Aeon Disk | 1 | 2.08% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 00:00 | 00:00 | |
Refresher Orb | 1 | 2.08% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 2.08% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:41 | 40:41 | 40:41 | 40:41 | 40:41 | 40:41 | 00:00 | 00:00 | |
Veil of Discord | 2 | 4.17% | 17.9 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 12:30 | 10:47 | 10:47 | 14:12 | 14:12 | 14:12 | 03:25 | 02:31 | |
Mekansm | 2 | 4.17% | 15.4 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 19:00 | 16:24 | 16:24 | 21:35 | 21:35 | 21:35 | 05:11 | 03:50 | |
Headdress | 2 | 4.17% | 12.8 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 15:41 | 12:29 | 12:29 | 18:52 | 18:52 | 18:52 | 06:23 | 04:43 | |
Ring of Basilius | 5 | 10.42% | 10.3 | 20.00% | -31.16% | -20.00% | -20.00% | 0.00% | 04:23 | -01:29 | -01:29 | 03:15 | 06:52 | 10:44 | 08:21 | 06:11 | |
Glimmer Cape | 5 | 10.42% | 7.7 | 20.00% | -31.16% | +80.00% | -20.00% | 0.00% | 23:59 | 17:03 | 17:03 | 22:23 | 27:31 | 31:01 | 10:28 | 07:45 | |
Urn of Shadows | 1 | 2.08% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:15 | 13:15 | 13:15 | 13:15 | 13:15 | 13:15 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 2.08% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 |