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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 | |
Tranquil Boots | 5 | 41.67% | 100.0 | 60.00% | +45.71% | +40.00% | +40.00% | 0.00% | 11:35 | 04:28 | 04:28 | 07:29 | 12:37 | 27:11 | 08:09 | 06:02 | |
Magic Wand | 10 | 83.33% | 97.1 | 40.00% | +40.00% | +26.67% | +10.00% | -2.50% | 06:17 | 01:35 | 02:09 | 05:44 | 08:49 | 13:57 | 06:40 | 04:56 | |
Bracer | 11 | 91.67% | 94.3 | 36.36% | +36.36% | -36.36% | -36.36% | 0.00% | 02:57 | 01:41 | 02:04 | 02:36 | 03:43 | 04:49 | 01:39 | 01:13 | |
Urn of Shadows | 12 | 100.00% | 91.4 | 33.33% | +33.33% | 0.00% | -33.33% | -15.50% | 07:17 | 04:52 | 06:00 | 07:37 | 08:09 | 09:31 | 02:09 | 01:35 | |
Ring of Protection | 12 | 100.00% | 88.6 | 33.33% | +33.33% | 0.00% | -33.33% | -11.90% | 06:22 | 02:01 | 04:45 | 06:55 | 07:33 | 09:16 | 02:48 | 02:04 | |
Boots of Speed | 12 | 100.00% | 85.7 | 33.33% | +33.33% | 0.00% | -33.33% | -15.04% | 04:13 | 02:35 | 03:04 | 03:31 | 05:17 | 07:16 | 02:13 | 01:38 | |
Magic Stick | 12 | 100.00% | 82.9 | 33.33% | +33.33% | 0.00% | +33.34% | 6.52% | 02:33 | -01:29 | -01:29 | 01:10 | 06:36 | 08:19 | 08:05 | 05:59 | |
Spirit Vessel | 12 | 100.00% | 80.0 | 33.33% | +33.33% | 0.00% | 0.00% | 0.00% | 13:57 | 11:33 | 12:37 | 12:50 | 15:01 | 17:50 | 02:24 | 01:46 | |
Wind Lace | 7 | 58.33% | 77.1 | 42.86% | +22.86% | +57.14% | -42.86% | -52.17% | 07:38 | 04:06 | 04:28 | 06:05 | 06:23 | 17:23 | 01:55 | 01:25 | |
Fluffy Hat | 7 | 58.33% | 74.3 | 42.86% | +22.86% | +57.14% | -42.86% | -39.74% | 19:06 | 13:22 | 16:53 | 17:47 | 19:24 | 25:06 | 02:31 | 01:51 | |
Force Staff | 7 | 58.33% | 71.4 | 42.86% | +22.86% | +57.14% | -42.86% | -68.18% | 20:23 | 17:24 | 18:23 | 19:24 | 19:51 | 25:06 | 01:28 | 01:05 | |
Drum of Endurance | 4 | 33.33% | 68.6 | 50.00% | +25.00% | -50.00% | -50.00% | 0.00% | 20:43 | 15:00 | 15:00 | 21:24 | 22:10 | 24:19 | 07:10 | 05:18 | |
Boots of Bearing | 4 | 33.33% | 65.7 | 50.00% | +25.00% | -50.00% | -50.00% | 0.00% | 27:27 | 18:07 | 18:07 | 24:42 | 31:18 | 35:40 | 13:11 | 09:45 | |
Aeon Disk | 1 | 8.33% | 62.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:12 | 44:12 | 44:12 | 44:12 | 44:12 | 44:12 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 8.33% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 8.33% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 | |
Chainmail | 1 | 8.33% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 | |
Hurricane Pike | 1 | 8.33% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 00:00 | 00:00 | |
Phase Boots | 1 | 8.33% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 00:00 | 00:00 | |
Kaya | 1 | 8.33% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 | |
Dragon Lance | 1 | 8.33% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 | |
Headdress | 1 | 8.33% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 00:00 | 00:00 | |
Ring of Health | 6 | 50.00% | 37.1 | 33.33% | 0.00% | +16.67% | +66.67% | 2.24% | 17:41 | 05:19 | 09:24 | 11:06 | 31:46 | 32:18 | 22:22 | 16:34 | |
Aghanim's Scepter | 2 | 16.67% | 34.3 | 50.00% | +20.00% | +50.00% | 0.00% | 0.00% | 31:00 | 27:37 | 27:37 | 34:22 | 34:22 | 34:22 | 06:45 | 05:00 | |
Lotus Orb | 2 | 16.67% | 31.4 | 50.00% | +20.00% | -50.00% | 0.00% | 0.00% | 33:53 | 33:38 | 33:38 | 34:08 | 34:08 | 34:08 | 00:30 | 00:22 | |
Sange | 3 | 25.00% | 28.6 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 23:02 | 17:53 | 17:53 | 24:51 | 26:23 | 26:23 | 08:30 | 06:17 | |
Void Stone | 3 | 25.00% | 25.7 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 32:09 | 31:46 | 31:46 | 32:18 | 32:23 | 32:23 | 00:37 | 00:27 | |
Hood of Defiance | 4 | 33.33% | 22.9 | 25.00% | -12.50% | -25.00% | -25.00% | 0.00% | 12:23 | 09:45 | 09:45 | 11:15 | 11:57 | 16:34 | 02:12 | 01:37 | |
Black King Bar | 4 | 33.33% | 20.0 | 25.00% | -12.50% | -25.00% | +75.00% | 15.79% | 25:13 | 19:55 | 19:55 | 23:40 | 26:15 | 31:03 | 06:20 | 04:41 | |
Aether Lens | 1 | 8.33% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 00:00 | 00:00 | |
Heaven's Halberd | 2 | 16.67% | 14.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 23:55 | 20:50 | 20:50 | 27:00 | 27:00 | 27:00 | 06:10 | 04:34 | |
Arcane Boots | 1 | 8.33% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 8.33% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 00:00 | 00:00 | |
Aghanim's Shard | 4 | 33.33% | 5.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 28:38 | 21:13 | 21:13 | 23:34 | 26:29 | 43:16 | 05:16 | 03:54 | |
Blink Dagger | 3 | 25.00% | 2.9 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 28:06 | 26:21 | 26:21 | 27:43 | 30:13 | 30:13 | 03:52 | 02:51 |