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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 | 4 | 28.57% | 100.0 | 75.00% | +55.00% | +25.00% | +25.00% | 0.00% | 28:59 | 13:14 | 13:14 | 29:36 | 31:00 | 42:06 | 17:46 | 13:09 |
 | Aeon Disk | 4 | 28.57% | 98.3 | 75.00% | +55.00% | +25.00% | +25.00% | 0.00% | 31:48 | 29:43 | 29:43 | 30:36 | 30:59 | 35:53 | 01:16 | 00:56 |
 | Vambrace | 2 | 14.29% | 96.6 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 27:30 | 23:00 | 23:00 | 32:00 | 32:00 | 32:00 | 09:00 | 06:40 |
 | Vanguard | 2 | 14.29% | 94.9 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 27:41 | 13:14 | 13:14 | 42:07 | 42:07 | 42:07 | 28:53 | 21:23 |
 | Arcane Boots | 9 | 64.29% | 93.2 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 15:05 | 06:31 | 07:00 | 09:31 | 16:49 | 39:48 | 09:49 | 07:16 |
 | Blight Stone | 7 | 50.00% | 91.5 | 57.14% | +42.85% | -7.14% | +42.86% | 10.79% | 06:22 | 02:17 | 03:11 | 06:50 | 07:49 | 11:42 | 04:38 | 03:25 |
 | Orb of Corrosion | 7 | 50.00% | 89.8 | 57.14% | +42.85% | -7.14% | -7.14% | 0.00% | 07:39 | 04:00 | 04:03 | 07:19 | 10:09 | 12:36 | 06:06 | 04:31 |
 | Magic Wand | 10 | 71.43% | 88.1 | 50.00% | +50.00% | -50.00% | 0.00% | 18.99% | 08:00 | 03:26 | 07:01 | 08:35 | 09:39 | 11:17 | 02:38 | 01:57 |
 | Quelling Blade | 8 | 57.14% | 86.4 | 50.00% | +33.33% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tumbler's Toy | 5 | 35.71% | 84.7 | 60.00% | +37.78% | +40.00% | -60.00% | -100.00% | 10:00 | 09:00 | 09:00 | 10:00 | 10:00 | 11:00 | 01:00 | 00:44 |
 | Blink Dagger | 13 | 92.86% | 83.1 | 38.46% | +38.46% | +28.21% | -38.46% | -9.17% | 18:51 | 12:03 | 14:06 | 19:48 | 21:22 | 25:01 | 07:16 | 05:22 |
 | Aghanim's Shard | 13 | 92.86% | 81.4 | 38.46% | +38.46% | -5.13% | -38.46% | -4.19% | 25:26 | 20:00 | 20:42 | 24:19 | 28:39 | 36:41 | 07:57 | 05:53 |
 | Orb of Venom | 9 | 64.29% | 79.7 | 44.44% | +24.44% | -44.44% | +5.56% | 50.00% | -00:06 | -01:29 | -01:29 | -01:29 | 02:03 | 03:32 | 03:32 | 02:37 |
 | Fluffy Hat | 9 | 64.29% | 78.0 | 44.44% | +24.44% | +5.56% | +5.56% | 0.00% | 08:12 | -01:29 | 03:33 | 05:54 | 09:51 | 23:50 | 06:18 | 04:40 |
 | Boots of Speed | 14 | 100.00% | 76.3 | 35.71% | +35.71% | -10.71% | -35.71% | -6.76% | 07:08 | 03:51 | 04:26 | 06:19 | 08:08 | 15:49 | 03:42 | 02:44 |
 | Magic Stick | 14 | 100.00% | 74.6 | 35.71% | +35.71% | -10.71% | -2.38% | 3.20% | 02:12 | -01:29 | 00:42 | 01:41 | 03:18 | 08:42 | 02:36 | 01:55 |
 | Wind Lace | 10 | 71.43% | 72.9 | 40.00% | +15.00% | -6.67% | -40.00% | -3.56% | 21:34 | 11:43 | 15:46 | 17:48 | 25:08 | 36:43 | 09:22 | 06:56 |
 | Quickening Charm | 3 | 21.43% | 71.2 | 66.67% | +39.40% | -66.67% | 0.00% | 16.67% | 31:40 | 29:00 | 29:00 | 33:00 | 33:00 | 33:00 | 04:00 | 02:57 |
 | Ceremonial Robe | 3 | 21.43% | 69.5 | 66.67% | +39.40% | +33.33% | 0.00% | -5.56% | 33:40 | 30:00 | 30:00 | 35:00 | 36:00 | 36:00 | 06:00 | 04:26 |
 | Ring of Protection | 3 | 21.43% | 67.8 | 66.67% | +39.40% | -66.67% | 0.00% | 50.64% | -00:03 | -01:29 | -01:29 | -01:29 | 02:48 | 02:48 | 04:17 | 03:10 |
 | Chipped Vest | 3 | 21.43% | 66.1 | 66.67% | +39.40% | -66.67% | 0.00% | 33.34% | 11:00 | 10:00 | 10:00 | 11:00 | 12:00 | 12:00 | 02:00 | 01:28 |
 | Void Stone | 8 | 57.14% | 64.4 | 37.50% | +4.17% | +12.50% | -37.50% | -3.75% | 25:11 | 15:31 | 18:06 | 24:05 | 31:27 | 33:17 | 13:21 | 09:53 |
 | Eul's Scepter of Divinity | 8 | 57.14% | 62.7 | 37.50% | +4.17% | +12.50% | -37.50% | -3.75% | 28:18 | 18:45 | 20:01 | 26:25 | 33:22 | 38:00 | 13:21 | 09:53 |
 | Skull Basher | 4 | 28.57% | 61.0 | 50.00% | +20.00% | -50.00% | -50.00% | 0.00% | 39:37 | 32:17 | 32:17 | 35:11 | 39:59 | 51:00 | 07:42 | 05:42 |
 | Aether Lens | 1 | 7.14% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 00:00 | 00:00 |
 | Trickster Cloak | 1 | 7.14% | 57.6 | 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 |
 | Urn of Shadows | 1 | 7.14% | 55.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:48 | 02:48 | 02:48 | 02:48 | 02:48 | 02:48 | 00:00 | 00:00 |
 | Cloak of Flames | 1 | 7.14% | 54.2 | 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 |
 | Abyssal Blade | 1 | 7.14% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Bullwhip | 1 | 7.14% | 50.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |
 | Ring of Aquila | 1 | 7.14% | 49.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 14.29% | 47.5 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 30:46 | 29:53 | 29:53 | 31:39 | 31:39 | 31:39 | 01:46 | 01:18 |
 | Fairy's Trinket | 2 | 14.29% | 45.8 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 12:00 | 11:00 | 11:00 | 13:00 | 13:00 | 13:00 | 02:00 | 01:28 |
 | Blast Rig | 3 | 21.43% | 44.1 | 33.33% | -3.03% | -33.33% | 0.00% | 4.17% | 31:00 | 28:00 | 28:00 | 29:00 | 36:00 | 36:00 | 08:00 | 05:55 |
 | Philosopher's Stone | 4 | 28.57% | 42.4 | 25.00% | -15.00% | -25.00% | +75.00% | 50.00% | 20:30 | 19:00 | 19:00 | 20:00 | 21:00 | 22:00 | 02:00 | 01:28 |
 | Bottle | 5 | 35.71% | 40.7 | 20.00% | -24.44% | -20.00% | -20.00% | 0.00% | 03:57 | 01:43 | 01:43 | 05:00 | 05:01 | 05:03 | 03:18 | 02:26 |
 | Pupil's Gift | 6 | 42.86% | 39.0 | 16.67% | -33.33% | -16.67% | -16.67% | 0.00% | 22:50 | 19:00 | 21:00 | 21:00 | 23:00 | 31:00 | 02:00 | 01:28 |
 | Timeless Relic | 1 | 7.14% | 37.3 | 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 |
 | Pig Pole | 1 | 7.14% | 35.6 | 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 |
 | Vladmir's Offering | 1 | 7.14% | 33.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |
 | Brigand's Blade | 1 | 7.14% | 32.2 | 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 |
 | Ascetic's Cap | 2 | 14.29% | 30.5 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 43:30 | 38:00 | 38:00 | 49:00 | 49:00 | 49:00 | 11:00 | 08:08 |
 | Buckler | 1 | 7.14% | 28.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 7.14% | 27.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 00:00 | 00:00 |
 | Wind Waker | 1 | 7.14% | 25.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:03 | 40:03 | 40:03 | 40:03 | 40:03 | 40:03 | 00:00 | 00:00 |
 | Black King Bar | 1 | 7.14% | 23.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 7.14% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 00:00 | 00:00 |
 | Maelstrom | 2 | 14.29% | 20.3 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 15:09 | 14:22 | 14:22 | 15:56 | 15:56 | 15:56 | 01:34 | 01:09 |
 | Ghost Scepter | 1 | 7.14% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 00:00 | 00:00 |
 | Tranquil Boots | 3 | 21.43% | 16.9 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 15:44 | 12:19 | 12:19 | 17:04 | 17:48 | 17:48 | 05:29 | 04:03 |
 | Javelin | 2 | 14.29% | 15.3 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 11:18 | 10:20 | 10:20 | 12:16 | 12:16 | 12:16 | 01:56 | 01:25 |
 | Keen Optic | 1 | 7.14% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Enchanted Quiver | 1 | 7.14% | 11.9 | 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 |
 | Dragon Scale | 2 | 14.29% | 10.2 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 20:30 | 20:00 | 20:00 | 21:00 | 21:00 | 21:00 | 01:00 | 00:44 |
 | Nether Shawl | 1 | 7.14% | 8.5 | 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 |
 | Arcane Ring | 4 | 28.57% | 6.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 10:00 | 08:00 | 08:00 | 10:00 | 10:00 | 12:00 | 02:00 | 01:28 |
 | Morbid Mask | 1 | 7.14% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 00:00 | 00:00 |
 | Spider Legs | 1 | 7.14% | 3.4 | 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 |
 | Boots of Travel | 1 | 7.14% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 00:00 | 00:00 |