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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 | |
Ring of Health | 3 | 18.75% | 100.0 | 100.00% | +76.92% | 0.00% | 0.00% | 0.00% | 18:50 | 02:59 | 02:59 | 14:05 | 39:27 | 39:27 | 36:28 | 27:00 | |
Chainmail | 11 | 68.75% | 98.2 | 54.55% | +54.55% | -21.22% | +12.12% | 2.48% | 13:49 | 03:47 | 05:29 | 13:58 | 18:55 | 28:38 | 13:26 | 09:57 | |
Phase Boots | 11 | 68.75% | 96.4 | 54.55% | +54.55% | -21.22% | +12.12% | 13.89% | 06:47 | 04:18 | 05:16 | 06:56 | 07:40 | 10:12 | 02:24 | 01:46 | |
Hood of Defiance | 2 | 12.50% | 94.6 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 12:18 | 09:39 | 09:39 | 14:57 | 14:57 | 14:57 | 05:18 | 03:55 | |
Quelling Blade | 13 | 81.25% | 92.9 | 46.15% | +46.15% | -12.82% | -12.82% | 0.00% | 01:12 | -01:29 | -01:29 | 00:33 | 01:34 | 10:08 | 03:03 | 02:15 | |
Blink Dagger | 15 | 93.75% | 91.1 | 40.00% | +40.00% | -15.00% | +35.00% | 9.80% | 15:56 | 11:12 | 12:16 | 15:10 | 17:22 | 25:39 | 05:06 | 03:46 | |
Magic Wand | 8 | 50.00% | 89.3 | 50.00% | +25.00% | 0.00% | 0.00% | 0.00% | 12:14 | 06:13 | 08:06 | 08:44 | 12:42 | 25:17 | 04:36 | 03:24 | |
Blade Mail | 8 | 50.00% | 87.5 | 50.00% | +25.00% | 0.00% | +50.00% | 5.46% | 21:05 | 13:03 | 13:37 | 18:53 | 22:46 | 38:15 | 09:09 | 06:46 | |
Soul Ring | 5 | 31.25% | 85.7 | 60.00% | +32.73% | +40.00% | -60.00% | -10.40% | 12:05 | 04:25 | 04:25 | 13:16 | 14:02 | 20:22 | 09:37 | 07:07 | |
Boots of Speed | 16 | 100.00% | 83.9 | 37.50% | +37.50% | +37.50% | -37.50% | -16.01% | 04:38 | 01:01 | 02:33 | 03:05 | 07:14 | 09:39 | 04:41 | 03:28 | |
Magic Stick | 13 | 81.25% | 82.1 | 38.46% | +5.13% | -38.46% | +28.21% | 13.56% | 07:15 | -01:28 | 03:13 | 07:46 | 08:08 | 25:17 | 04:55 | 03:38 | |
Ring of Protection | 6 | 37.50% | 80.4 | 50.00% | +20.00% | +50.00% | -50.00% | -5.60% | 15:48 | -01:29 | 07:44 | 09:26 | 25:36 | 33:19 | 17:52 | 13:14 | |
Pig Pole | 3 | 18.75% | 78.6 | 66.67% | +35.90% | +33.33% | 0.00% | -11.11% | 11:20 | 10:00 | 10:00 | 11:00 | 13:00 | 13:00 | 03:00 | 02:13 | |
Poor Man's Shield | 3 | 18.75% | 76.8 | 66.67% | +35.90% | +33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Orb of Venom | 4 | 25.00% | 75.0 | 50.00% | +16.67% | +50.00% | +50.00% | 0.00% | 01:14 | 00:53 | 00:53 | 01:06 | 01:08 | 01:47 | 00:15 | 00:11 | |
Black King Bar | 9 | 56.25% | 73.2 | 33.33% | -9.53% | -33.33% | +16.67% | 4.43% | 30:06 | 21:55 | 25:46 | 26:51 | 37:03 | 39:09 | 11:17 | 08:21 | |
Quicksilver Amulet | 1 | 6.25% | 71.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 00:00 | 00:00 | |
Crown | 1 | 6.25% | 69.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 00:00 | 00:00 | |
Blight Stone | 1 | 6.25% | 67.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 00:00 | 00:00 | |
Solar Crest | 1 | 6.25% | 66.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 | |
Lotus Orb | 1 | 6.25% | 64.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 6.25% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 6.25% | 60.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 00:00 | 00:00 | |
Morbid Mask | 1 | 6.25% | 58.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 6.25% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 | |
Void Stone | 1 | 6.25% | 55.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 39:27 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 6.25% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 6.25% | 51.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 6.25% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 00:00 | 00:00 | |
Headdress | 1 | 6.25% | 48.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 00:00 | 00:00 | |
Aghanim's Shard | 7 | 43.75% | 46.4 | 28.57% | -15.87% | +21.43% | -28.57% | -13.57% | 23:39 | 20:10 | 21:18 | 24:03 | 24:59 | 26:14 | 03:41 | 02:43 | |
Bracer | 2 | 12.50% | 44.6 | 50.00% | +14.29% | -50.00% | 0.00% | 0.00% | 06:27 | 02:38 | 02:38 | 10:16 | 10:16 | 10:16 | 07:38 | 05:39 | |
Spider Legs | 2 | 12.50% | 42.9 | 50.00% | +14.29% | -50.00% | 0.00% | 0.00% | 32:00 | 30:00 | 30:00 | 34:00 | 34:00 | 34:00 | 04:00 | 02:57 | |
Assault Cuirass | 2 | 12.50% | 41.1 | 50.00% | +14.29% | -50.00% | 0.00% | 0.00% | 45:26 | 35:20 | 35:20 | 55:31 | 55:31 | 55:31 | 20:11 | 14:57 | |
Wind Lace | 2 | 12.50% | 39.3 | 50.00% | +14.29% | +50.00% | 0.00% | 0.00% | 07:32 | 05:11 | 05:11 | 09:53 | 09:53 | 09:53 | 04:42 | 03:28 | |
Sange | 2 | 12.50% | 37.5 | 50.00% | +14.29% | -50.00% | 0.00% | 0.00% | 37:12 | 31:32 | 31:32 | 42:52 | 42:52 | 42:52 | 11:20 | 08:23 | |
Heaven's Halberd | 2 | 12.50% | 35.7 | 50.00% | +14.29% | -50.00% | 0.00% | 0.00% | 40:51 | 36:20 | 36:20 | 45:22 | 45:22 | 45:22 | 09:02 | 06:41 | |
Shadow Blade | 3 | 18.75% | 33.9 | 33.33% | -5.13% | +66.67% | 0.00% | -8.46% | 36:01 | 33:23 | 33:23 | 33:24 | 41:16 | 41:16 | 07:53 | 05:50 | |
Vambrace | 3 | 18.75% | 32.1 | 33.33% | -5.13% | -33.33% | 0.00% | 5.56% | 21:40 | 19:00 | 19:00 | 21:00 | 25:00 | 25:00 | 06:00 | 04:26 | |
Armlet of Mordiggian | 6 | 37.50% | 30.4 | 16.67% | -33.33% | -16.67% | +83.33% | 7.01% | 14:35 | 06:34 | 07:19 | 08:50 | 21:35 | 24:07 | 14:16 | 10:34 | |
Helm of Iron Will | 6 | 37.50% | 28.6 | 16.67% | -33.33% | -16.67% | +83.33% | 10.03% | 07:10 | 02:06 | 02:08 | 02:16 | 12:06 | 22:05 | 09:58 | 07:22 | |
Nullifier | 1 | 6.25% | 26.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 00:00 | 00:00 | |
Chipped Vest | 3 | 18.75% | 25.0 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 08:40 | 08:00 | 08:00 | 09:00 | 09:00 | 09:00 | 01:00 | 00:44 | |
Fae Grenade | 1 | 6.25% | 23.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 | |
Psychic Headband | 1 | 6.25% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 | |
Fairy's Trinket | 1 | 6.25% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 | |
Cloak of Flames | 2 | 12.50% | 17.9 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 32:30 | 29:00 | 29:00 | 36:00 | 36:00 | 36:00 | 07:00 | 05:11 | |
Dragon Scale | 1 | 6.25% | 16.1 | 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 | |
Ninja Gear | 1 | 6.25% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 | |
Essence Ring | 1 | 6.25% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 | |
Buckler | 1 | 6.25% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 | |
Stout Shield | 1 | 6.25% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -10:01 | -10:01 | -10:01 | -10:01 | -10:01 | -10:01 | 00:00 | 00:00 | |
Quickening Charm | 1 | 6.25% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 | |
Power Treads | 2 | 12.50% | 5.4 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 18:25 | 09:23 | 09:23 | 27:27 | 27:27 | 27:27 | 18:04 | 13:22 | |
Tranquil Boots | 1 | 6.25% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:46 | 10:46 | 10:46 | 10:46 | 10:46 | 10:46 | 00:00 | 00:00 | |
Pupil's Gift | 1 | 6.25% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |