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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 | |
Shadow Blade | 10 | 41.67% | 100.0 | 80.00% | +51.43% | +20.00% | -30.00% | -14.29% | 26:13 | 21:02 | 22:29 | 23:59 | 25:59 | 39:53 | 03:30 | 02:35 | |
Aghanim's Scepter | 9 | 37.50% | 97.4 | 77.78% | +44.45% | +22.22% | -27.78% | -2.78% | 39:52 | 29:36 | 29:50 | 38:16 | 47:49 | 55:15 | 17:59 | 13:19 | |
Boots of Bearing | 5 | 20.83% | 94.7 | 80.00% | +37.89% | -80.00% | +20.00% | 13.13% | 29:04 | 22:56 | 22:56 | 30:30 | 30:33 | 36:15 | 07:37 | 05:38 | |
Wind Lace | 24 | 100.00% | 92.1 | 50.00% | +50.00% | +16.67% | +16.67% | 0.00% | 01:58 | -01:30 | -01:29 | -01:29 | -01:28 | 21:31 | 00:01 | 00:00 | |
Boots of Speed | 24 | 100.00% | 89.5 | 50.00% | +50.00% | +16.67% | -16.67% | -9.05% | 05:04 | -01:29 | 03:10 | 05:22 | 06:51 | 09:02 | 03:41 | 02:43 | |
Phase Boots | 12 | 50.00% | 86.8 | 58.33% | +16.66% | -25.00% | +41.67% | 24.85% | 11:41 | 07:48 | 10:15 | 11:13 | 12:56 | 16:11 | 02:41 | 01:59 | |
Magic Stick | 23 | 95.83% | 84.2 | 47.83% | -52.17% | +18.84% | +2.17% | -4.88% | 04:51 | -01:29 | 03:06 | 04:06 | 06:31 | 14:56 | 03:25 | 02:31 | |
Chainmail | 14 | 58.33% | 81.6 | 50.00% | 0.00% | 0.00% | +16.67% | 4.49% | 11:00 | 06:28 | 08:41 | 10:58 | 12:24 | 19:25 | 03:43 | 02:45 | |
Magic Wand | 17 | 70.83% | 78.9 | 47.06% | -10.08% | +27.94% | +2.94% | -3.95% | 09:15 | 03:19 | 06:47 | 08:33 | 13:07 | 15:45 | 06:20 | 04:41 | |
Ring of Protection | 4 | 16.67% | 76.3 | 75.00% | +30.00% | +25.00% | -75.00% | -45.80% | 09:13 | 07:04 | 07:04 | 08:01 | 09:15 | 12:31 | 02:11 | 01:37 | |
Vanguard | 2 | 8.33% | 73.7 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 05:28 | 04:41 | 04:41 | 06:15 | 06:15 | 06:15 | 01:34 | 01:09 | |
Soul Ring | 2 | 8.33% | 71.1 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 08:21 | 08:03 | 08:03 | 08:38 | 08:38 | 08:38 | 00:35 | 00:25 | |
Drum of Endurance | 16 | 66.67% | 68.4 | 43.75% | -18.75% | +31.25% | -18.75% | -14.35% | 18:07 | 13:16 | 14:54 | 16:52 | 18:23 | 32:27 | 03:29 | 02:34 | |
Tranquil Boots | 9 | 37.50% | 65.8 | 44.44% | -8.89% | +5.56% | +5.56% | 0.00% | 15:22 | 06:58 | 09:46 | 14:42 | 17:22 | 30:33 | 07:36 | 05:37 | |
Yasha and Kaya | 3 | 12.50% | 63.2 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 51:55 | 46:02 | 46:02 | 51:26 | 58:16 | 58:16 | 12:14 | 09:03 | |
Kaya | 3 | 12.50% | 60.5 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 37:51 | 26:22 | 26:22 | 35:45 | 51:26 | 51:26 | 25:04 | 18:34 | |
Ring of Health | 4 | 16.67% | 57.9 | 50.00% | 0.00% | +50.00% | -50.00% | -7.46% | 19:57 | 02:00 | 02:00 | 02:29 | 15:24 | 59:55 | 13:24 | 09:55 | |
Heaven's Halberd | 4 | 16.67% | 55.3 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 30:02 | 24:32 | 24:32 | 28:19 | 31:55 | 35:21 | 07:23 | 05:28 | |
Power Treads | 1 | 4.17% | 52.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 00:00 | 00:00 | |
Sange | 5 | 20.83% | 50.0 | 40.00% | -12.63% | +60.00% | +60.00% | 0.00% | 27:51 | 20:23 | 20:23 | 26:53 | 32:54 | 33:06 | 12:31 | 09:16 | |
Void Stone | 2 | 8.33% | 47.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 36:35 | 13:14 | 13:14 | 59:55 | 59:55 | 59:55 | 46:41 | 34:34 | |
Spirit Vessel | 2 | 8.33% | 44.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 18:39 | 17:09 | 17:09 | 20:09 | 20:09 | 20:09 | 03:00 | 02:13 | |
Octarine Core | 2 | 8.33% | 42.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 38:00 | 16:04 | 16:04 | 59:55 | 59:55 | 59:55 | 43:51 | 32:28 | |
Yasha | 2 | 8.33% | 39.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 47:47 | 45:44 | 45:44 | 49:50 | 49:50 | 49:50 | 04:06 | 03:02 | |
Urn of Shadows | 2 | 8.33% | 36.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 12:07 | 11:38 | 11:38 | 12:35 | 12:35 | 12:35 | 00:57 | 00:42 | |
Orb of Venom | 2 | 8.33% | 34.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Wraith Band | 2 | 8.33% | 31.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 27:47 | 19:21 | 19:21 | 36:12 | 36:12 | 36:12 | 16:51 | 12:28 | |
Solar Crest | 3 | 12.50% | 28.9 | 33.33% | -19.05% | +66.67% | 0.00% | 0.00% | 20:38 | 14:59 | 14:59 | 21:45 | 25:09 | 25:09 | 10:10 | 07:31 | |
Black King Bar | 3 | 12.50% | 26.3 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 36:56 | 22:10 | 22:10 | 40:53 | 47:44 | 47:44 | 25:34 | 18:56 | |
Blight Stone | 3 | 12.50% | 23.7 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 15:44 | 12:52 | 12:52 | 14:27 | 19:52 | 19:52 | 07:00 | 05:11 | |
Crown | 3 | 12.50% | 21.1 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 17:40 | 13:25 | 13:25 | 14:27 | 25:09 | 25:09 | 11:44 | 08:41 | |
Medallion of Courage | 3 | 12.50% | 18.4 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 16:16 | 13:45 | 13:45 | 14:27 | 20:37 | 20:37 | 06:52 | 05:05 | |
Quelling Blade | 1 | 4.17% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 | |
Headdress | 1 | 4.17% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 4.17% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 | |
Aeon Disk | 1 | 4.17% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 4.17% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 4.17% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:45 | 48:45 | 48:45 | 48:45 | 48:45 | 48:45 | 00:00 | 00:00 |