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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 | |
Arcane Boots | 12 | 66.67% | 100.0 | 91.67% | +58.34% | +8.33% | -25.00% | -10.58% | 15:21 | 07:39 | 11:04 | 12:20 | 14:13 | 43:55 | 03:09 | 02:20 | |
Magic Stick | 16 | 88.89% | 98.0 | 81.25% | +81.25% | -6.25% | -31.25% | -3.21% | 05:44 | 01:07 | 01:43 | 02:55 | 09:31 | 16:03 | 07:48 | 05:46 | |
Blink Dagger | 8 | 44.44% | 95.9 | 87.50% | +27.50% | +12.50% | +12.50% | 0.00% | 21:04 | 15:18 | 16:50 | 19:03 | 21:26 | 28:29 | 04:36 | 03:24 | |
Void Stone | 8 | 44.44% | 93.9 | 87.50% | +27.50% | +12.50% | +12.50% | 0.00% | 21:19 | 13:14 | 15:52 | 20:36 | 21:33 | 32:58 | 05:41 | 04:12 | |
Magic Wand | 11 | 61.11% | 91.8 | 81.82% | +24.68% | +18.18% | -15.15% | -10.93% | 11:56 | 08:12 | 08:38 | 09:59 | 11:41 | 30:49 | 03:03 | 02:15 | |
Psychic Headband | 4 | 22.22% | 89.8 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 31:30 | 30:00 | 30:00 | 30:00 | 32:00 | 34:00 | 02:00 | 01:28 | |
Boots of Speed | 18 | 100.00% | 87.8 | 72.22% | +72.22% | -12.22% | +2.78% | 5.92% | 05:31 | -01:29 | 04:15 | 06:02 | 06:47 | 10:34 | 02:32 | 01:52 | |
Aether Lens | 7 | 38.89% | 85.7 | 85.71% | +22.07% | +14.29% | +14.29% | 0.00% | 23:18 | 16:45 | 18:08 | 20:51 | 27:39 | 32:58 | 09:31 | 07:02 | |
Fluffy Hat | 6 | 33.33% | 83.7 | 83.33% | +16.66% | -33.33% | +16.67% | 4.07% | 21:11 | 14:02 | 14:17 | 17:18 | 26:35 | 37:26 | 12:18 | 09:06 | |
Holy Locket | 3 | 16.67% | 81.6 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 29:07 | 23:59 | 23:59 | 24:32 | 38:51 | 38:51 | 14:52 | 11:00 | |
Keen Optic | 3 | 16.67% | 79.6 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 11:40 | 11:00 | 11:00 | 12:00 | 12:00 | 12:00 | 01:00 | 00:44 | |
Headdress | 3 | 16.67% | 77.6 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 26:22 | 17:31 | 17:31 | 24:10 | 37:26 | 37:26 | 19:55 | 14:45 | |
Glimmer Cape | 5 | 27.78% | 75.5 | 80.00% | +10.77% | +20.00% | +20.00% | 0.00% | 29:19 | 12:36 | 12:36 | 30:07 | 37:51 | 41:01 | 25:15 | 18:42 | |
Ghost Scepter | 4 | 22.22% | 73.5 | 75.00% | +3.57% | -75.00% | +25.00% | 15.50% | 35:01 | 30:12 | 30:12 | 34:26 | 36:39 | 38:46 | 06:27 | 04:46 | |
Boots of Travel | 2 | 11.11% | 71.4 | 100.00% | +31.25% | 0.00% | 0.00% | 0.00% | 34:41 | 33:00 | 33:00 | 36:22 | 36:22 | 36:22 | 03:22 | 02:29 | |
Aeon Disk | 2 | 11.11% | 69.4 | 100.00% | +31.25% | 0.00% | 0.00% | 0.00% | 36:48 | 27:00 | 27:00 | 46:35 | 46:35 | 46:35 | 19:35 | 14:30 | |
Tumbler's Toy | 2 | 11.11% | 67.3 | 100.00% | +31.25% | 0.00% | 0.00% | 0.00% | 14:30 | 10:00 | 10:00 | 19:00 | 19:00 | 19:00 | 09:00 | 06:40 | |
Force Staff | 2 | 11.11% | 65.3 | 100.00% | +31.25% | 0.00% | 0.00% | 0.00% | 26:18 | 26:00 | 26:00 | 26:36 | 26:36 | 26:36 | 00:36 | 00:26 | |
Trusty Shovel | 5 | 27.78% | 63.3 | 60.00% | -16.92% | +40.00% | -60.00% | -20.00% | 12:12 | 09:00 | 09:00 | 13:00 | 14:00 | 14:00 | 05:00 | 03:42 | |
Wind Lace | 6 | 33.33% | 61.2 | 50.00% | -33.33% | +50.00% | -50.00% | -7.77% | 10:31 | -01:29 | -01:29 | 03:42 | 14:21 | 43:00 | 15:50 | 11:43 | |
Ring of Basilius | 3 | 16.67% | 59.2 | 66.67% | -6.66% | +33.33% | 0.00% | -9.17% | 00:49 | -01:14 | -01:14 | -01:10 | 04:52 | 04:52 | 06:06 | 04:31 | |
Bullwhip | 3 | 16.67% | 57.1 | 66.67% | -6.66% | +33.33% | 0.00% | -11.11% | 22:00 | 21:00 | 21:00 | 21:00 | 24:00 | 24:00 | 03:00 | 02:13 | |
Grove Bow | 3 | 16.67% | 55.1 | 66.67% | -6.66% | -66.67% | 0.00% | 6.06% | 23:00 | 19:00 | 19:00 | 20:00 | 30:00 | 30:00 | 11:00 | 08:08 | |
Fairy's Trinket | 4 | 22.22% | 53.1 | 50.00% | -28.57% | +50.00% | -50.00% | -100.00% | 16:30 | 11:00 | 11:00 | 11:00 | 12:00 | 32:00 | 01:00 | 00:44 | |
Lotus Orb | 1 | 5.56% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 00:00 | 00:00 | |
Broom Handle | 1 | 5.56% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:00 | 16:00 | 16:00 | 16:00 | 16:00 | 16:00 | 00:00 | 00:00 | |
Pig Pole | 1 | 5.56% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 | |
Quicksilver Amulet | 1 | 5.56% | 44.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 5.56% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 5.56% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 00:00 | 00:00 | |
Stormcrafter | 1 | 5.56% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 | |
Chipped Vest | 1 | 5.56% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 00:00 | |
Vambrace | 1 | 5.56% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 | |
Buckler | 1 | 5.56% | 32.7 | 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 | |
Telescope | 1 | 5.56% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 | |
Spider Legs | 1 | 5.56% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 | |
Mind Breaker | 1 | 5.56% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 | |
Pupil's Gift | 1 | 5.56% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 | |
Ring of Protection | 1 | 5.56% | 22.4 | 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 | |
Ring of Health | 1 | 5.56% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 00:00 | 00:00 | |
Blight Stone | 1 | 5.56% | 18.4 | 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 | |
Arcane Ring | 2 | 11.11% | 16.3 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 | |
Orchid Malevolence | 2 | 11.11% | 14.3 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 18:53 | 17:36 | 17:36 | 20:09 | 20:09 | 20:09 | 02:33 | 01:53 | |
Philosopher's Stone | 3 | 16.67% | 12.2 | 33.33% | -46.67% | +66.67% | 0.00% | -7.41% | 23:00 | 19:00 | 19:00 | 22:00 | 28:00 | 28:00 | 09:00 | 06:40 | |
Tranquil Boots | 4 | 22.22% | 10.2 | 25.00% | -60.71% | +75.00% | -25.00% | -17.29% | 21:01 | 11:05 | 11:05 | 13:05 | 16:52 | 43:00 | 05:47 | 04:17 | |
Enchanted Quiver | 1 | 5.56% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 | |
Ceremonial Robe | 1 | 5.56% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 | |
Blast Rig | 1 | 5.56% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 | |
Ocean Heart | 1 | 5.56% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 |