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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 | |
Aeon Disk | 3 | 30.00% | 100.0 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 42:29 | 35:28 | 35:28 | 41:00 | 51:00 | 51:00 | 15:32 | 11:30 | |
Pupil's Gift | 2 | 20.00% | 97.1 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 27:00 | 23:00 | 23:00 | 31:00 | 31:00 | 31:00 | 08:00 | 05:55 | |
Blast Rig | 2 | 20.00% | 94.3 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 | |
Force Staff | 2 | 20.00% | 91.4 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 34:43 | 27:34 | 27:34 | 41:51 | 41:51 | 41:51 | 14:17 | 10:34 | |
Fluffy Hat | 2 | 20.00% | 88.6 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 13:14 | 10:28 | 10:28 | 16:00 | 16:00 | 16:00 | 05:32 | 04:05 | |
Arcane Boots | 2 | 20.00% | 85.7 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 13:00 | 10:16 | 10:16 | 15:44 | 15:44 | 15:44 | 05:28 | 04:02 | |
Ocean Heart | 2 | 20.00% | 82.9 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 17:00 | 15:00 | 15:00 | 19:00 | 19:00 | 19:00 | 04:00 | 02:57 | |
Magic Stick | 9 | 90.00% | 80.0 | 55.56% | +55.56% | -5.56% | +44.44% | 6.38% | 04:38 | -01:29 | 00:03 | 05:09 | 07:53 | 09:03 | 07:50 | 05:48 | |
Boots of Speed | 10 | 100.00% | 77.1 | 50.00% | +50.00% | -50.00% | 0.00% | 9.29% | 04:11 | -01:29 | -01:29 | 05:14 | 06:52 | 08:27 | 08:21 | 06:11 | |
Wind Lace | 10 | 100.00% | 74.3 | 50.00% | +50.00% | +16.67% | 0.00% | -16.67% | 00:50 | -01:29 | -01:29 | -01:29 | 02:14 | 10:59 | 03:43 | 02:45 | |
Magic Wand | 7 | 70.00% | 71.4 | 57.14% | +23.81% | -7.14% | -7.14% | 0.00% | 12:42 | 07:40 | 09:17 | 11:00 | 11:07 | 23:10 | 01:50 | 01:21 | |
Void Stone | 7 | 70.00% | 68.6 | 57.14% | +23.81% | -7.14% | +42.86% | 4.64% | 23:50 | 12:41 | 14:44 | 25:11 | 25:30 | 40:49 | 10:46 | 07:58 | |
Tranquil Boots | 8 | 80.00% | 65.7 | 50.00% | 0.00% | -50.00% | +50.00% | 28.04% | 11:13 | 02:46 | 06:09 | 08:43 | 09:43 | 35:01 | 03:34 | 02:38 | |
Eul's Scepter of Divinity | 6 | 60.00% | 62.9 | 50.00% | 0.00% | 0.00% | +50.00% | 7.43% | 28:35 | 22:58 | 23:35 | 24:44 | 30:19 | 41:01 | 06:44 | 04:59 | |
Pig Pole | 3 | 30.00% | 60.0 | 66.67% | +23.81% | -66.67% | 0.00% | 7.41% | 14:00 | 10:00 | 10:00 | 13:00 | 19:00 | 19:00 | 09:00 | 06:40 | |
Blink Dagger | 4 | 40.00% | 57.1 | 50.00% | 0.00% | +50.00% | -50.00% | -9.85% | 26:53 | 18:57 | 18:57 | 20:45 | 29:06 | 38:45 | 10:09 | 07:31 | |
Broom Handle | 1 | 10.00% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 | |
Lotus Orb | 1 | 10.00% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 00:00 | 00:00 | |
Trusty Shovel | 1 | 10.00% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 | |
Essence Ring | 1 | 10.00% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 | |
Ring of Health | 1 | 10.00% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 | |
Trickster Cloak | 1 | 10.00% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:00 | 44:00 | 44:00 | 44:00 | 44:00 | 44:00 | 00:00 | 00:00 | |
Possessed Mask | 1 | 10.00% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 | |
Philosopher's Stone | 2 | 20.00% | 34.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 | |
Psychic Headband | 2 | 20.00% | 31.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 34:30 | 30:00 | 30:00 | 39:00 | 39:00 | 39:00 | 09:00 | 06:40 | |
Aghanim's Scepter | 2 | 20.00% | 28.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 29:06 | 24:44 | 24:44 | 33:27 | 33:27 | 33:27 | 08:43 | 06:27 | |
Telescope | 3 | 30.00% | 25.7 | 33.33% | -23.81% | -33.33% | 0.00% | 6.67% | 42:00 | 40:00 | 40:00 | 41:00 | 45:00 | 45:00 | 05:00 | 03:42 | |
Ghost Scepter | 2 | 20.00% | 22.9 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 46:19 | 39:00 | 39:00 | 53:38 | 53:38 | 53:38 | 14:38 | 10:50 | |
Fae Grenade | 1 | 10.00% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 | |
Chipped Vest | 1 | 10.00% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 | |
Bullwhip | 1 | 10.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 | |
Quelling Blade | 2 | 20.00% | 11.4 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 48:02 | 34:03 | 34:03 | 1:02:00 | 1:02:00 | 1:02:00 | 27:57 | 20:42 | |
Arcane Ring | 1 | 10.00% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 00:00 | 00:00 | |
Spider Legs | 1 | 10.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 00:00 | 00:00 | |
Tumbler's Toy | 1 | 10.00% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 14:00 | 00:00 | 00:00 |