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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 | |
Magic Stick | 15 | 88.24% | 100.0 | 66.67% | +66.67% | -41.67% | -16.67% | 10.56% | 01:58 | -01:29 | -01:29 | 02:48 | 03:51 | 08:45 | 05:20 | 03:57 | |
Wind Lace | 10 | 58.82% | 97.1 | 70.00% | +27.14% | -3.33% | +30.00% | 10.47% | 04:15 | -01:29 | 02:13 | 03:38 | 05:24 | 10:22 | 03:11 | 02:21 | |
Black King Bar | 14 | 82.35% | 94.1 | 64.29% | +30.96% | -14.29% | +2.38% | 1.47% | 21:07 | 14:24 | 15:16 | 16:32 | 26:38 | 31:05 | 11:22 | 08:25 | |
Aghanim's Shard | 12 | 70.59% | 91.2 | 66.67% | +26.67% | 0.00% | 0.00% | 0.00% | 26:39 | 17:17 | 19:02 | 28:22 | 32:17 | 36:24 | 13:15 | 09:48 | |
Blink Dagger | 17 | 100.00% | 88.2 | 58.82% | +58.82% | +16.18% | -33.82% | -9.29% | 18:15 | 12:32 | 14:28 | 17:00 | 19:51 | 38:40 | 05:23 | 03:59 | |
Boots of Speed | 17 | 100.00% | 85.3 | 58.82% | +58.82% | +16.18% | +16.18% | 0.00% | 01:49 | -01:29 | -01:29 | 02:24 | 02:58 | 08:40 | 04:27 | 03:17 | |
Ring of Health | 8 | 47.06% | 82.4 | 62.50% | +6.94% | +37.50% | -12.50% | -18.87% | 31:27 | 27:58 | 29:48 | 30:14 | 32:27 | 35:50 | 02:39 | 01:57 | |
Void Stone | 8 | 47.06% | 79.4 | 62.50% | +6.94% | +37.50% | -12.50% | -18.87% | 31:28 | 27:58 | 29:48 | 30:19 | 32:27 | 35:50 | 02:39 | 01:57 | |
Refresher Orb | 6 | 35.29% | 76.5 | 66.67% | +12.12% | +33.33% | +33.33% | 0.00% | 33:49 | 28:23 | 31:03 | 32:52 | 36:37 | 40:39 | 05:34 | 04:07 | |
Tranquil Boots | 6 | 35.29% | 73.5 | 66.67% | +12.12% | -66.67% | +33.33% | 13.51% | 07:20 | 03:45 | 04:15 | 05:36 | 11:39 | 12:05 | 07:24 | 05:28 | |
Overwhelming Blink | 2 | 11.76% | 70.6 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 40:05 | 36:47 | 36:47 | 43:22 | 43:22 | 43:22 | 06:35 | 04:52 | |
Headdress | 2 | 11.76% | 67.6 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Magic Wand | 12 | 70.59% | 64.7 | 50.00% | -30.00% | -16.67% | +16.67% | 7.69% | 07:30 | -01:29 | 04:52 | 08:11 | 09:12 | 13:38 | 04:20 | 03:12 | |
Phase Boots | 7 | 41.18% | 61.8 | 57.14% | -2.86% | -57.14% | -7.14% | 50.00% | 07:34 | 05:53 | 06:31 | 07:06 | 07:27 | 10:13 | 00:56 | 00:41 | |
Chainmail | 7 | 41.18% | 58.8 | 57.14% | -2.86% | -57.14% | -7.14% | 21.28% | 06:26 | 04:29 | 04:45 | 06:58 | 07:06 | 08:25 | 02:21 | 01:44 | |
Quelling Blade | 9 | 52.94% | 55.9 | 44.44% | -30.56% | +5.56% | +5.56% | 0.00% | 02:26 | -01:29 | -01:29 | -01:29 | 04:48 | 18:45 | 06:17 | 04:39 | |
Shiva's Guard | 6 | 35.29% | 52.9 | 50.00% | -13.64% | +50.00% | +50.00% | 0.00% | 28:15 | 23:38 | 25:55 | 26:52 | 28:36 | 36:09 | 02:41 | 01:59 | |
Hand of Midas | 7 | 41.18% | 50.0 | 42.86% | -27.14% | +7.14% | +7.14% | 0.00% | 09:37 | 08:21 | 08:23 | 10:03 | 10:26 | 10:41 | 02:03 | 01:31 | |
Soul Ring | 1 | 5.88% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:22 | 03:22 | 03:22 | 03:22 | 03:22 | 03:22 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 5.88% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 00:00 | 00:00 | |
Lotus Orb | 1 | 5.88% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 | |
Force Staff | 1 | 5.88% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 00:00 | 00:00 | |
Morbid Mask | 2 | 11.76% | 35.3 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 21:53 | 15:48 | 15:48 | 27:58 | 27:58 | 27:58 | 12:10 | 09:00 | |
Ring of Protection | 2 | 11.76% | 32.4 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 07:16 | 02:16 | 02:16 | 12:15 | 12:15 | 12:15 | 09:59 | 07:23 | |
Aeon Disk | 3 | 17.65% | 29.4 | 33.33% | -30.96% | -33.33% | 0.00% | 4.02% | 44:38 | 41:50 | 41:50 | 41:56 | 50:08 | 50:08 | 08:18 | 06:08 | |
Linken's Sphere | 1 | 5.88% | 26.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 00:00 | 00:00 | |
Arcane Boots | 1 | 5.88% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 5.88% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 5.88% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:14 | 12:14 | 12:14 | 12:14 | 12:14 | 12:14 | 00:00 | 00:00 | |
Buckler | 1 | 5.88% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:15 | 12:15 | 12:15 | 12:15 | 12:15 | 12:15 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 5.88% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:54 | 16:54 | 16:54 | 16:54 | 16:54 | 16:54 | 00:00 | 00:00 | |
Bracer | 2 | 11.76% | 8.8 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 01:46 | 01:12 | 01:12 | 02:20 | 02:20 | 02:20 | 01:08 | 00:50 | |
Wraith Pact | 1 | 5.88% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 5.88% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |