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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 | |
Tranquil Boots | 4 | 50.00% | 100.0 | 75.00% | +50.00% | +25.00% | -75.00% | -11.43% | 08:14 | 02:54 | 02:54 | 06:08 | 11:39 | 12:16 | 08:45 | 06:28 | |
Magic Stick | 7 | 87.50% | 98.0 | 57.14% | +57.14% | -57.14% | +42.86% | 56.07% | 04:04 | 00:12 | 02:27 | 04:12 | 04:14 | 07:22 | 01:47 | 01:19 | |
Wind Lace | 7 | 87.50% | 96.1 | 57.14% | +57.14% | +42.86% | -7.14% | -3.84% | 11:38 | -01:29 | 01:11 | 11:43 | 14:13 | 27:10 | 13:02 | 09:39 | |
Boots of Speed | 8 | 100.00% | 94.1 | 50.00% | +50.00% | +50.00% | -50.00% | -28.30% | 03:31 | -01:29 | -01:29 | 04:35 | 05:01 | 06:42 | 06:30 | 04:48 | |
Blink Dagger | 6 | 75.00% | 92.2 | 50.00% | 0.00% | 0.00% | +50.00% | 9.29% | 21:33 | 15:30 | 17:51 | 18:42 | 23:14 | 34:27 | 05:23 | 03:59 | |
Magic Wand | 6 | 75.00% | 90.2 | 50.00% | 0.00% | -50.00% | +50.00% | 19.74% | 11:08 | 06:46 | 08:33 | 09:17 | 13:37 | 15:56 | 05:04 | 03:45 | |
Crown | 3 | 37.50% | 88.2 | 66.67% | +26.67% | +33.33% | 0.00% | -1.94% | 20:37 | 10:00 | 10:00 | 24:41 | 27:10 | 27:10 | 17:10 | 12:42 | |
Quelling Blade | 4 | 50.00% | 86.3 | 50.00% | 0.00% | -50.00% | +50.00% | 19.54% | 04:23 | -01:29 | -01:29 | -01:29 | 06:36 | 13:54 | 08:05 | 05:59 | |
Arcane Ring | 1 | 12.50% | 84.3 | 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 | |
Broom Handle | 1 | 12.50% | 82.4 | 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 | |
Philosopher's Stone | 1 | 12.50% | 80.4 | 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 | |
Paladin Sword | 1 | 12.50% | 78.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 | |
Veil of Discord | 1 | 12.50% | 76.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 | |
Chipped Vest | 1 | 12.50% | 74.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 12.50% | 72.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 12.50% | 70.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:38 | 08:38 | 08:38 | 08:38 | 08:38 | 08:38 | 00:00 | 00:00 | |
Ring of Protection | 1 | 12.50% | 68.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 12.50% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 00:00 | 00:00 | |
Brigand's Blade | 1 | 12.50% | 64.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 | |
Telescope | 1 | 12.50% | 62.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 | |
Force Staff | 1 | 12.50% | 60.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 12.50% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 00:00 | 00:00 | |
Ring of Aquila | 2 | 25.00% | 56.9 | 50.00% | 0.00% | -50.00% | 0.00% | 50.00% | 20:30 | 20:00 | 20:00 | 21:00 | 21:00 | 21:00 | 01:00 | 00:44 | |
Aghanim's Shard | 2 | 25.00% | 54.9 | 50.00% | 0.00% | +50.00% | 0.00% | -17.44% | 33:54 | 32:28 | 32:28 | 35:20 | 35:20 | 35:20 | 02:52 | 02:07 | |
Solar Crest | 2 | 25.00% | 52.9 | 50.00% | 0.00% | -50.00% | 0.00% | 50.00% | 27:18 | 27:00 | 27:00 | 27:36 | 27:36 | 27:36 | 00:36 | 00:26 | |
Chainmail | 2 | 25.00% | 51.0 | 50.00% | 0.00% | +50.00% | 0.00% | -3.97% | 18:22 | 12:04 | 12:04 | 24:40 | 24:40 | 24:40 | 12:36 | 09:20 | |
Void Stone | 2 | 25.00% | 49.0 | 50.00% | 0.00% | +50.00% | 0.00% | -6.88% | 29:26 | 25:48 | 25:48 | 33:04 | 33:04 | 33:04 | 07:16 | 05:22 | |
Trusty Shovel | 2 | 25.00% | 47.1 | 50.00% | 0.00% | +50.00% | 0.00% | -50.00% | 10:30 | 10:00 | 10:00 | 11:00 | 11:00 | 11:00 | 01:00 | 00:44 | |
Medallion of Courage | 2 | 25.00% | 45.1 | 50.00% | 0.00% | +50.00% | 0.00% | -4.44% | 19:02 | 13:24 | 13:24 | 24:40 | 24:40 | 24:40 | 11:16 | 08:20 | |
Essence Ring | 2 | 25.00% | 43.1 | 50.00% | 0.00% | -50.00% | 0.00% | 4.55% | 24:30 | 19:00 | 19:00 | 30:00 | 30:00 | 30:00 | 11:00 | 08:08 | |
Fluffy Hat | 3 | 37.50% | 41.2 | 33.33% | -26.67% | -33.33% | 0.00% | 3.76% | 12:12 | 08:56 | 08:56 | 09:52 | 17:48 | 17:48 | 08:52 | 06:34 | |
Orb of Venom | 3 | 37.50% | 39.2 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Blight Stone | 5 | 62.50% | 37.3 | 20.00% | -80.00% | -20.00% | -20.00% | 0.00% | 11:42 | 01:31 | 01:31 | 10:30 | 12:28 | 24:40 | 10:57 | 08:06 | |
Ocean Heart | 1 | 12.50% | 35.3 | 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 | |
Fairy's Trinket | 1 | 12.50% | 35.3 | 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 | |
Fae Grenade | 1 | 12.50% | 31.4 | 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 | |
Ring of Health | 1 | 12.50% | 29.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 33:04 | 00:00 | 00:00 | |
Bullwhip | 1 | 12.50% | 27.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 | |
Psychic Headband | 1 | 12.50% | 25.5 | 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 | |
Power Treads | 2 | 25.00% | 23.5 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 05:23 | 05:11 | 05:11 | 05:35 | 05:35 | 05:35 | 00:24 | 00:17 | |
Sange | 1 | 12.50% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 00:00 | 00:00 | |
Elven Tunic | 1 | 12.50% | 19.6 | 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 | |
Mind Breaker | 1 | 12.50% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 | |
Orb of Corrosion | 2 | 25.00% | 15.7 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 11:44 | 11:24 | 11:24 | 12:04 | 12:04 | 12:04 | 00:40 | 00:29 | |
Arcane Boots | 1 | 12.50% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 | |
The Leveller | 1 | 12.50% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 12.50% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 00:00 | 00:00 | |
Lotus Orb | 1 | 12.50% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 | |
Dragon Scale | 1 | 12.50% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 | |
Echo Sabre | 2 | 25.00% | 3.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 11:57 | 10:12 | 10:12 | 13:41 | 13:41 | 13:41 | 03:29 | 02:34 | |
Tumbler's Toy | 2 | 25.00% | 2.0 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 12:00 | 11:00 | 11:00 | 13:00 | 13:00 | 13:00 | 02:00 | 01:28 |