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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 | |
Aghanim's Scepter | 10 | 32.26% | 100.0 | 70.00% | +27.14% | -3.33% | -3.33% | 0.00% | 34:43 | 27:44 | 29:48 | 34:41 | 39:38 | 42:41 | 09:49 | 07:16 | |
Wind Lace | 25 | 80.65% | 97.6 | 56.00% | +22.67% | -41.71% | +29.71% | 15.64% | 05:29 | -01:29 | 03:47 | 06:11 | 08:21 | 12:35 | 04:34 | 03:22 | |
Magic Wand | 30 | 96.77% | 95.1 | 53.33% | +53.33% | -3.33% | -3.33% | 0.00% | 07:01 | 02:35 | 04:44 | 06:49 | 09:02 | 12:19 | 04:18 | 03:11 | |
Glimmer Cape | 3 | 9.68% | 92.7 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 25:55 | 23:49 | 24:19 | 24:49 | 26:58 | 29:08 | 02:39 | 01:58 | |
Black King Bar | 3 | 9.68% | 90.2 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 35:23 | 29:24 | 30:10 | 30:56 | 38:22 | 45:48 | 08:12 | 06:04 | |
Boots of Speed | 31 | 100.00% | 87.8 | 51.61% | +51.61% | +10.89% | -29.39% | -16.61% | 05:32 | 02:35 | 04:13 | 05:44 | 06:39 | 08:51 | 02:25 | 01:47 | |
Magic Stick | 31 | 100.00% | 85.4 | 51.61% | +51.61% | +5.53% | -14.11% | -12.54% | 01:08 | -01:29 | -01:29 | -01:26 | 03:03 | 11:27 | 04:32 | 03:21 | |
Blink Dagger | 30 | 96.77% | 82.9 | 50.00% | -50.00% | +25.00% | -50.00% | -21.92% | 17:58 | 12:49 | 16:22 | 17:55 | 19:47 | 24:26 | 03:25 | 02:32 | |
Fluffy Hat | 6 | 19.35% | 80.5 | 66.67% | +18.67% | -16.67% | -16.67% | 0.00% | 22:53 | 17:11 | 20:33 | 22:12 | 26:12 | 28:09 | 05:38 | 04:10 | |
Tranquil Boots | 14 | 45.16% | 78.0 | 50.00% | -2.94% | -25.00% | +25.00% | 20.80% | 10:19 | 06:57 | 08:29 | 09:15 | 10:53 | 18:59 | 02:24 | 01:46 | |
Force Staff | 4 | 12.90% | 75.6 | 75.00% | +26.85% | +25.00% | +25.00% | 0.00% | 26:34 | 22:30 | 24:00 | 26:45 | 29:19 | 30:14 | 05:19 | 03:56 | |
Crown | 2 | 6.45% | 73.2 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 22:49 | 21:34 | 22:11 | 22:48 | 23:25 | 24:03 | 01:14 | 00:55 | |
Solar Crest | 2 | 6.45% | 70.7 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 25:18 | 24:39 | 24:58 | 25:17 | 25:36 | 25:56 | 00:38 | 00:28 | |
Pavise | 2 | 6.45% | 68.3 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 24:01 | 23:23 | 23:42 | 24:01 | 24:20 | 24:39 | 00:38 | 00:28 | |
Ring of Health | 2 | 6.45% | 65.9 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 25:27 | 22:32 | 23:59 | 25:26 | 26:53 | 28:21 | 02:54 | 02:09 | |
Chainmail | 5 | 16.13% | 63.4 | 60.00% | +10.00% | -10.00% | -10.00% | 0.00% | 16:55 | 07:52 | 09:49 | 19:21 | 22:39 | 24:55 | 12:50 | 09:30 | |
Phase Boots | 5 | 16.13% | 61.0 | 60.00% | +10.00% | -10.00% | -10.00% | 0.00% | 18:13 | 10:08 | 10:10 | 19:23 | 22:39 | 28:45 | 12:29 | 09:14 | |
Ring of Protection | 3 | 9.68% | 58.5 | 66.67% | +16.67% | +33.33% | -66.67% | -15.63% | 22:07 | 15:21 | 19:06 | 22:51 | 25:30 | 28:09 | 06:24 | 04:44 | |
Vanguard | 1 | 3.23% | 56.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 3.23% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 00:00 | 00:00 | |
Quelling Blade | 1 | 3.23% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 3.23% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:36 | 23:36 | 23:36 | 23:36 | 23:36 | 23:36 | 00:00 | 00:00 | |
Crimson Guard | 1 | 3.23% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 3.23% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:55 | 16:55 | 16:55 | 16:55 | 16:55 | 16:55 | 00:00 | 00:00 | |
Blight Stone | 1 | 3.23% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Lotus Orb | 1 | 3.23% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 3.23% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 00:00 | 00:00 | |
Orb of Venom | 1 | 3.23% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Bracer | 1 | 3.23% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 5 | 16.13% | 29.3 | 40.00% | -13.85% | +10.00% | +10.00% | 0.00% | 30:23 | 23:55 | 26:06 | 31:21 | 33:20 | 37:11 | 07:14 | 05:21 | |
Void Stone | 6 | 19.35% | 26.8 | 33.33% | -22.67% | +16.67% | -33.33% | -20.10% | 25:13 | 20:34 | 24:15 | 24:44 | 26:44 | 29:46 | 02:29 | 01:50 | |
Aether Lens | 1 | 3.23% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:48 | 55:48 | 55:48 | 55:48 | 55:48 | 55:48 | 00:00 | 00:00 | |
Aeon Disk | 1 | 3.23% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:18 | 1:13:18 | 1:13:18 | 1:13:18 | 1:13:18 | 1:13:18 | 00:00 | 00:00 | |
Wraith Band | 1 | 3.23% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 00:00 | 00:00 | |
Vambrace | 1 | 3.23% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 | |
Broom Handle | 1 | 3.23% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 | |
Trickster Cloak | 1 | 3.23% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 3.23% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 00:00 | 00:00 | |
Wind Waker | 1 | 3.23% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:09 | 45:09 | 45:09 | 45:09 | 45:09 | 45:09 | 00:00 | 00:00 | |
Psychic Headband | 1 | 3.23% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 | |
Null Talisman | 1 | 3.23% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 05:38 | 00:00 | 00:00 |