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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 | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Aether Lens | 7 | 41.18% | 100.0 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 28:16 | 22:27 | 22:32 | 24:58 | 27:30 | 49:29 | 04:58 | 03:40 | |
Octarine Core | 7 | 41.18% | 97.1 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 35:03 | 26:34 | 27:34 | 31:24 | 37:23 | 49:29 | 09:49 | 07:16 | |
Blink Dagger | 14 | 82.35% | 94.1 | 71.43% | +71.43% | +3.57% | -4.76% | -2.72% | 19:16 | 12:31 | 18:11 | 19:46 | 21:15 | 23:25 | 03:04 | 02:16 | |
Black King Bar | 15 | 88.24% | 91.2 | 66.67% | +66.67% | +33.33% | -16.67% | -18.07% | 18:44 | 15:39 | 16:45 | 17:45 | 19:31 | 30:11 | 02:46 | 02:02 | |
Boots of Travel | 10 | 58.82% | 88.2 | 70.00% | +27.14% | -3.33% | -20.00% | -2.57% | 39:17 | 29:01 | 34:47 | 36:54 | 41:16 | 53:47 | 06:29 | 04:48 | |
Void Stone | 14 | 82.35% | 85.3 | 64.29% | +30.96% | -14.29% | +35.71% | 10.91% | 10:35 | 04:21 | 05:31 | 06:22 | 10:06 | 32:12 | 04:35 | 03:23 | |
Aghanim's Shard | 12 | 70.59% | 82.4 | 66.67% | +26.67% | 0.00% | 0.00% | 0.00% | 29:09 | 22:09 | 23:21 | 28:42 | 30:15 | 47:17 | 06:54 | 05:06 | |
Boots of Speed | 17 | 100.00% | 79.4 | 58.82% | +58.82% | +16.18% | -33.82% | -9.12% | 04:49 | -01:29 | 02:09 | 04:30 | 07:38 | 10:00 | 05:29 | 04:03 | |
Arcane Boots | 5 | 29.41% | 76.5 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 18:45 | 06:43 | 06:43 | 20:57 | 21:46 | 37:18 | 15:03 | 11:08 | |
Refresher Orb | 5 | 29.41% | 73.5 | 80.00% | +30.00% | +20.00% | -80.00% | 0.00% | 39:06 | 34:28 | 34:28 | 39:01 | 42:05 | 43:25 | 07:37 | 05:38 | |
Quelling Blade | 16 | 94.12% | 70.6 | 56.25% | -43.75% | -6.25% | -6.25% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Hand of Midas | 16 | 94.12% | 67.6 | 56.25% | -43.75% | -6.25% | -31.25% | -12.93% | 11:47 | 06:11 | 10:47 | 11:46 | 12:43 | 14:55 | 01:56 | 01:25 | |
Ring of Health | 14 | 82.35% | 64.7 | 57.14% | -9.53% | -7.14% | +9.53% | 10.87% | 06:03 | 01:41 | 02:26 | 02:52 | 03:58 | 38:55 | 01:32 | 01:08 | |
Shiva's Guard | 10 | 58.82% | 61.8 | 60.00% | +2.86% | -26.67% | +40.00% | 16.39% | 33:41 | 29:43 | 31:21 | 31:51 | 35:25 | 42:13 | 04:04 | 03:00 | |
Crown | 11 | 64.71% | 58.8 | 54.55% | -12.12% | -21.22% | -21.22% | 0.00% | 05:51 | 03:00 | 04:04 | 06:19 | 06:34 | 08:19 | 02:30 | 01:51 | |
Meteor Hammer | 11 | 64.71% | 55.9 | 54.55% | -12.12% | +12.12% | +12.12% | 0.00% | 07:29 | 06:20 | 06:37 | 07:11 | 07:17 | 10:06 | 00:40 | 00:29 | |
Aeon Disk | 2 | 11.76% | 52.9 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 38:53 | 38:36 | 38:36 | 39:09 | 39:09 | 39:09 | 00:33 | 00:24 | |
Overwhelming Blink | 2 | 11.76% | 50.0 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 47:20 | 44:32 | 44:32 | 50:08 | 50:08 | 50:08 | 05:36 | 04:08 | |
Magic Stick | 7 | 41.18% | 47.1 | 57.14% | -2.86% | -7.14% | -7.14% | 0.00% | 02:51 | -01:29 | -01:29 | 01:29 | 03:35 | 14:29 | 05:04 | 03:45 | |
Wind Lace | 5 | 29.41% | 44.1 | 60.00% | +1.67% | +40.00% | -60.00% | 0.00% | 03:33 | -01:29 | -01:29 | 02:27 | 08:40 | 09:36 | 10:09 | 07:31 | |
Magic Wand | 6 | 35.29% | 41.2 | 50.00% | -13.64% | 0.00% | +50.00% | 4.37% | 10:15 | 02:32 | 04:19 | 07:07 | 15:46 | 17:07 | 11:27 | 08:28 | |
Aghanim's Scepter | 3 | 17.65% | 38.2 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 31:54 | 24:46 | 24:46 | 34:12 | 36:45 | 36:45 | 11:59 | 08:52 | |
Fluffy Hat | 1 | 5.88% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 5.88% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 00:00 | 00:00 | |
Lotus Orb | 1 | 5.88% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 00:00 | 00:00 | |
Boots of Travel 2 | 1 | 5.88% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:51 | 48:51 | 48:51 | 48:51 | 48:51 | 48:51 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 5.88% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:02 | 04:02 | 04:02 | 04:02 | 04:02 | 04:02 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 5.88% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:32 | 11:32 | 11:32 | 11:32 | 11:32 | 11:32 | 00:00 | 00:00 | |
Force Staff | 1 | 5.88% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 00:00 | 00:00 | |
Wraith Band | 2 | 11.76% | 14.7 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 02:02 | 01:28 | 01:28 | 02:35 | 02:35 | 02:35 | 01:07 | 00:49 | |
Linken's Sphere | 2 | 11.76% | 11.8 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 45:03 | 39:50 | 39:50 | 50:15 | 50:15 | 50:15 | 10:25 | 07:42 | |
Vanguard | 1 | 5.88% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:11 | 09:11 | 09:11 | 09:11 | 09:11 | 09:11 | 00:00 | 00:00 | |
Chainmail | 1 | 5.88% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 00:00 | 00:00 | |
Phase Boots | 1 | 5.88% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 00:00 | 00:00 |