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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 | 6 | 46.15% | 100.0 | 83.33% | +54.76% | -33.33% | +16.67% | 5.99% | 27:10 | 19:40 | 24:29 | 25:44 | 32:50 | 33:15 | 08:21 | 06:11 | |
Arcane Boots | 11 | 84.62% | 96.9 | 63.64% | +63.64% | -30.31% | -30.31% | 0.00% | 14:24 | 10:33 | 11:06 | 12:42 | 14:56 | 27:17 | 03:50 | 02:50 | |
Headdress | 10 | 76.92% | 93.8 | 60.00% | +26.67% | +6.67% | -10.00% | -2.36% | 18:37 | 09:28 | 14:03 | 20:10 | 21:06 | 29:21 | 07:03 | 05:13 | |
Boots of Speed | 13 | 100.00% | 90.6 | 53.85% | +53.85% | -20.52% | -20.52% | 0.00% | 07:17 | 03:29 | 04:39 | 07:29 | 09:14 | 10:23 | 04:35 | 03:23 | |
Magic Stick | 13 | 100.00% | 87.5 | 53.85% | +53.85% | -20.52% | +46.15% | 47.62% | 02:41 | -01:29 | -01:29 | 02:44 | 02:53 | 13:29 | 04:22 | 03:14 | |
Magic Wand | 13 | 100.00% | 84.4 | 53.85% | +53.85% | -20.52% | +12.82% | 8.89% | 11:23 | 03:38 | 07:51 | 09:25 | 11:36 | 29:56 | 03:45 | 02:46 | |
Orb of Venom | 6 | 46.15% | 81.3 | 66.67% | +23.81% | +33.33% | +33.33% | 0.00% | -01:13 | -01:29 | -01:29 | -01:29 | -01:29 | 00:09 | 00:00 | 00:00 | |
Hood of Defiance | 2 | 15.38% | 78.1 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 19:52 | 18:39 | 18:39 | 21:05 | 21:05 | 21:05 | 02:26 | 01:48 | |
Pipe of Insight | 2 | 15.38% | 75.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 22:58 | 22:42 | 22:42 | 23:13 | 23:13 | 23:13 | 00:31 | 00:22 | |
Fluffy Hat | 9 | 69.23% | 71.9 | 55.56% | +5.56% | +44.44% | -55.56% | -14.05% | 14:15 | 07:16 | 09:26 | 13:54 | 16:33 | 20:55 | 07:07 | 05:16 | |
Holy Locket | 8 | 61.54% | 68.8 | 50.00% | -10.00% | +50.00% | 0.00% | -7.67% | 20:16 | 16:05 | 16:07 | 16:58 | 22:38 | 29:56 | 06:31 | 04:49 | |
Wind Lace | 5 | 38.46% | 65.6 | 60.00% | +10.00% | +40.00% | -60.00% | -8.28% | 07:45 | -01:29 | -01:29 | 02:35 | 13:34 | 23:48 | 15:03 | 11:08 | |
Force Staff | 3 | 23.08% | 62.5 | 66.67% | +16.67% | +33.33% | 0.00% | -2.38% | 27:33 | 21:29 | 21:29 | 25:39 | 35:30 | 35:30 | 14:01 | 10:22 | |
Ring of Health | 3 | 23.08% | 59.4 | 66.67% | +16.67% | +33.33% | 0.00% | -2.43% | 23:51 | 18:39 | 18:39 | 20:31 | 32:23 | 32:23 | 13:44 | 10:10 | |
Helm of Iron Will | 2 | 15.38% | 56.3 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 35:21 | 33:58 | 33:58 | 36:44 | 36:44 | 36:44 | 02:46 | 02:02 | |
Quelling Blade | 2 | 15.38% | 53.1 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Ring of Protection | 3 | 23.08% | 50.0 | 0.00% | -70.00% | 0.00% | 0.00% | 0.00% | 17:17 | 07:01 | 07:01 | 16:18 | 28:31 | 28:31 | 21:30 | 15:55 | |
Crimson Guard | 1 | 7.69% | 46.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 7.69% | 43.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 | |
Soul Ring | 2 | 15.38% | 40.6 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | 11:50 | 07:22 | 07:22 | 16:18 | 16:18 | 16:18 | 08:56 | 06:37 | |
Spirit Vessel | 1 | 7.69% | 37.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 00:00 | 00:00 | |
Chainmail | 1 | 7.69% | 34.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 00:00 | 00:00 | |
Sange | 1 | 7.69% | 31.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 00:00 | 00:00 | |
Vanguard | 1 | 7.69% | 28.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 00:00 | 00:00 | |
Black King Bar | 1 | 7.69% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 7.69% | 21.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:48 | 17:48 | 17:48 | 17:48 | 17:48 | 17:48 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 7.69% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 | |
Buckler | 1 | 7.69% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 7.69% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 | |
Phase Boots | 1 | 7.69% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 00:00 | 00:00 | |
Morbid Mask | 1 | 7.69% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 7.69% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |