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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 | 5 | 71.43% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 19:40 | 15:09 | 16:13 | 17:56 | 20:05 | 28:58 | 03:52 | 02:51 | |
Helm of Iron Will | 5 | 71.43% | 97.4 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 24:39 | 16:46 | 23:30 | 24:40 | 27:36 | 30:43 | 04:06 | 03:02 | |
Crown | 5 | 71.43% | 94.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 24:40 | 16:46 | 23:30 | 24:40 | 27:42 | 30:43 | 04:12 | 03:06 | |
Shiva's Guard | 3 | 42.86% | 92.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 26:51 | 21:22 | 24:27 | 27:32 | 29:36 | 31:40 | 05:09 | 03:48 | |
Magic Stick | 6 | 85.71% | 89.5 | 83.33% | +83.33% | +16.67% | 0.00% | 0.00% | -00:54 | -01:29 | -01:29 | -01:29 | -01:29 | 02:03 | 00:00 | 00:00 | |
Magic Wand | 6 | 85.71% | 86.8 | 83.33% | +83.33% | -33.33% | +16.67% | 4.26% | 11:26 | 02:06 | 06:07 | 12:05 | 17:51 | 18:24 | 11:44 | 08:41 | |
Bracer | 6 | 85.71% | 84.2 | 83.33% | +83.33% | +16.67% | -33.33% | -38.96% | 01:48 | 00:40 | 01:07 | 02:13 | 02:24 | 02:30 | 01:17 | 00:57 | |
Aghanim's Scepter | 6 | 85.71% | 81.6 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 15:08 | 12:04 | 12:54 | 14:38 | 16:29 | 19:59 | 03:35 | 02:39 | |
Veil of Discord | 6 | 85.71% | 78.9 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 25:17 | 16:46 | 23:48 | 26:15 | 28:07 | 30:43 | 04:18 | 03:11 | |
Boots of Speed | 7 | 100.00% | 76.3 | 71.43% | +71.43% | -21.43% | -21.43% | 0.00% | 03:00 | 00:16 | 02:20 | 02:54 | 03:57 | 05:14 | 01:37 | 01:11 | |
Phase Boots | 7 | 100.00% | 73.7 | 71.43% | +71.43% | +28.57% | -21.43% | -27.91% | 06:35 | 04:15 | 05:47 | 06:53 | 07:35 | 08:14 | 01:47 | 01:19 | |
Chainmail | 7 | 100.00% | 71.1 | 71.43% | +71.43% | +28.57% | -21.43% | -26.67% | 05:21 | 02:25 | 04:37 | 05:13 | 06:29 | 07:33 | 01:52 | 01:23 | |
Sange | 2 | 28.57% | 68.4 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 23:50 | 23:36 | 23:42 | 23:49 | 23:56 | 24:03 | 00:13 | 00:10 | |
Kaya | 2 | 28.57% | 65.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 26:42 | 26:24 | 26:32 | 26:41 | 26:50 | 26:59 | 00:17 | 00:12 | |
Kaya and Sange | 2 | 28.57% | 63.2 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 27:06 | 26:58 | 27:01 | 27:05 | 27:09 | 27:13 | 00:07 | 00:05 | |
Eternal Shroud | 3 | 42.86% | 60.5 | 66.67% | -8.33% | -66.67% | +33.33% | 100.00% | 21:17 | 20:33 | 21:00 | 21:27 | 21:39 | 21:52 | 00:39 | 00:29 | |
Aghanim's Shard | 1 | 14.29% | 57.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 14.29% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:07 | 59:07 | 59:07 | 59:07 | 59:07 | 59:07 | 00:00 | 00:00 | |
Force Boots | 1 | 14.29% | 52.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:00 | 1:03:00 | 1:03:00 | 1:03:00 | 1:03:00 | 1:03:00 | 00:00 | 00:00 | |
Ninja Gear | 1 | 14.29% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:00 | 51:00 | 51:00 | 51:00 | 51:00 | 51:00 | 00:00 | 00:00 | |
Seeds of Serenity | 1 | 14.29% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 | |
Dragon Scale | 1 | 14.29% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 | |
Occult Bracelet | 1 | 14.29% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 | |
Cornucopia | 1 | 14.29% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:04 | 46:04 | 46:04 | 46:04 | 46:04 | 46:04 | 00:00 | 00:00 | |
Light Collector | 1 | 14.29% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 | |
Black King Bar | 1 | 14.29% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:25 | 25:25 | 25:25 | 25:25 | 25:25 | 25:25 | 00:00 | 00:00 | |
Ring of Tarrasque | 1 | 14.29% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:04 | 46:04 | 46:04 | 46:04 | 46:04 | 46:04 | 00:00 | 00:00 | |
Refresher Orb | 1 | 14.29% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 00:00 | 00:00 | |
Ring of Protection | 2 | 28.57% | 26.3 | 50.00% | -30.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Safety Bubble | 2 | 28.57% | 23.7 | 50.00% | -30.00% | -50.00% | +50.00% | 66.67% | 09:30 | 08:00 | 08:45 | 09:30 | 10:15 | 11:00 | 01:30 | 01:06 | |
Vampire Fangs | 1 | 14.29% | 21.1 | 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 | |
Wind Lace | 1 | 14.29% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:18 | 04:18 | 04:18 | 04:18 | 04:18 | 04:18 | 00:00 | 00:00 | |
Rod of Atos | 1 | 14.29% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 14.29% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 00:00 | 00:00 | |
Blade Mail | 1 | 14.29% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 14.29% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 | |
Wraith Band | 1 | 14.29% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:36 | 05:36 | 05:36 | 05:36 | 05:36 | 05:36 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 14.29% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 00:00 | 00:00 |