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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 | |
 | Holy Locket | 47 | 78.33% | 100.0 | 42.55% | +19.47% | -0.88% | -0.88% | 0.00% | 17:52 | 06:28 | 13:25 | 18:00 | 22:19 | 30:25 | 08:54 | 06:35 |
 | Fluffy Hat | 51 | 85.00% | 98.6 | 41.18% | +18.96% | -10.41% | -10.41% | 0.00% | 11:31 | 02:33 | 05:34 | 08:42 | 14:14 | 32:29 | 08:40 | 06:25 |
 | Magic Wand | 55 | 91.67% | 97.2 | 40.00% | +20.00% | +10.00% | +2.86% | -1.28% | 09:55 | 02:46 | 05:55 | 08:05 | 11:30 | 31:36 | 05:35 | 04:08 |
 | Magic Stick | 59 | 98.33% | 95.8 | 38.98% | +38.98% | -12.31% | +1.02% | 4.28% | 02:40 | -01:29 | 00:55 | 02:36 | 04:02 | 11:52 | 03:07 | 02:18 |
 | Ring of Protection | 26 | 43.33% | 94.4 | 46.15% | +13.80% | +10.99% | -29.48% | -7.94% | 07:07 | -01:29 | 03:19 | 06:20 | 08:25 | 54:18 | 05:06 | 03:46 |
 | Chainmail | 40 | 66.67% | 93.1 | 40.00% | +5.00% | 0.00% | +20.00% | 2.46% | 14:39 | 05:38 | 09:52 | 13:37 | 17:59 | 32:05 | 08:07 | 06:00 |
 | Mekansm | 40 | 66.67% | 91.7 | 40.00% | +5.00% | +10.00% | +10.00% | 0.00% | 18:56 | 10:25 | 14:42 | 17:34 | 22:34 | 32:58 | 07:52 | 05:49 |
 | Headdress | 58 | 96.67% | 90.3 | 36.21% | -63.79% | -9.54% | +28.08% | 2.42% | 09:06 | -01:29 | 01:37 | 05:49 | 17:11 | 31:52 | 15:34 | 11:31 |
 | Philosopher's Stone | 14 | 23.33% | 88.9 | 50.00% | +15.22% | +25.00% | -50.00% | -37.50% | 19:56 | 18:00 | 19:00 | 20:00 | 21:00 | 22:00 | 02:00 | 01:28 |
 | Aghanim's Shard | 24 | 40.00% | 87.5 | 41.67% | +5.56% | +8.33% | +8.33% | 0.00% | 29:21 | 20:24 | 22:42 | 28:04 | 32:27 | 44:29 | 09:45 | 07:13 |
 | Chipped Vest | 12 | 20.00% | 86.1 | 50.00% | +14.58% | +50.00% | -50.00% | -33.33% | 12:55 | 09:00 | 11:00 | 12:00 | 14:00 | 18:00 | 03:00 | 02:13 |
 | Ring of Health | 12 | 20.00% | 84.7 | 50.00% | +14.58% | -16.67% | +16.67% | 2.59% | 24:48 | 14:42 | 16:44 | 24:29 | 29:37 | 35:58 | 12:53 | 09:32 |
 | Aeon Disk | 4 | 6.67% | 83.3 | 75.00% | +39.29% | +25.00% | -75.00% | -9.95% | 46:01 | 37:09 | 37:09 | 39:03 | 47:12 | 60:38 | 10:03 | 07:26 |
 | Arcane Ring | 19 | 31.67% | 81.9 | 42.11% | +5.52% | +17.89% | -22.11% | -13.33% | 11:54 | 09:00 | 10:00 | 11:00 | 13:00 | 20:00 | 03:00 | 02:13 |
 | Trusty Shovel | 23 | 38.33% | 80.6 | 39.13% | +1.29% | +10.87% | +10.87% | 0.00% | 13:21 | 08:00 | 10:00 | 11:00 | 13:00 | 39:00 | 03:00 | 02:13 |
 | Witchbane | 2 | 3.33% | 79.2 | 100.00% | +63.79% | 0.00% | 0.00% | 0.00% | 40:30 | 40:00 | 40:00 | 41:00 | 41:00 | 41:00 | 01:00 | 00:44 |
 | Soul Ring | 20 | 33.33% | 77.8 | 40.00% | +2.50% | 0.00% | -40.00% | -17.14% | 08:23 | 03:30 | 07:24 | 08:25 | 09:44 | 12:37 | 02:20 | 01:43 |
 | Hood of Defiance | 8 | 13.33% | 76.4 | 50.00% | +13.46% | 0.00% | 0.00% | 0.00% | 22:55 | 14:47 | 16:44 | 18:47 | 29:46 | 36:06 | 13:02 | 09:39 |
 | Ocean Heart | 5 | 8.33% | 75.0 | 60.00% | +23.64% | +40.00% | -60.00% | -100.00% | 10:36 | 10:00 | 10:00 | 11:00 | 11:00 | 11:00 | 01:00 | 00:44 |
 | Quelling Blade | 6 | 10.00% | 73.6 | 50.00% | +12.96% | 0.00% | +50.00% | 50.00% | 00:08 | -01:29 | -01:29 | -01:29 | -01:24 | 08:08 | 00:05 | 00:03 |
 | Buckler | 3 | 5.00% | 72.2 | 66.67% | +29.83% | +33.33% | 0.00% | 0.00% | 43:09 | 33:27 | 33:27 | 39:39 | 56:21 | 56:21 | 22:54 | 16:57 |
 | Ghost Scepter | 11 | 18.33% | 70.8 | 36.36% | -2.42% | +30.31% | -3.03% | -9.57% | 33:19 | 26:58 | 30:27 | 32:32 | 33:56 | 42:44 | 03:29 | 02:34 |
 | Bullwhip | 14 | 23.33% | 69.4 | 28.57% | -12.73% | +21.43% | +4.76% | -5.56% | 20:47 | 18:00 | 19:00 | 21:00 | 22:00 | 26:00 | 03:00 | 02:13 |
 | Dragon Scale | 4 | 6.67% | 68.1 | 50.00% | +12.50% | +50.00% | -50.00% | -25.00% | 23:30 | 18:00 | 18:00 | 18:00 | 22:00 | 36:00 | 04:00 | 02:57 |
 | Bottle | 4 | 6.67% | 66.7 | 50.00% | +12.50% | +50.00% | -50.00% | -10.00% | 41:15 | 31:00 | 31:00 | 34:00 | 41:00 | 59:00 | 10:00 | 07:24 |
 | Urn of Shadows | 4 | 6.67% | 65.3 | 50.00% | +12.50% | -50.00% | +50.00% | 85.71% | 08:13 | 07:34 | 07:34 | 07:35 | 08:44 | 08:59 | 01:10 | 00:51 |
 | Ascetic's Cap | 4 | 6.67% | 63.9 | 50.00% | +12.50% | +50.00% | -50.00% | -25.00% | 41:30 | 38:00 | 38:00 | 41:00 | 42:00 | 45:00 | 04:00 | 02:57 |
 | Divine Rapier | 1 | 1.67% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:00 | 53:00 | 53:00 | 53:00 | 53:00 | 53:00 | 00:00 | 00:00 |
 | Desolator | 1 | 1.67% | 61.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 54:17 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.67% | 59.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:08 | 56:08 | 56:08 | 56:08 | 56:08 | 56:08 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.67% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 34:55 | 00:00 | 00:00 |
 | Boots of Speed | 1 | 1.67% | 56.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 00:00 | 00:00 |
 | Ring of Aquila | 1 | 1.67% | 55.6 | 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 |
 | Vladmir's Offering | 1 | 1.67% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.67% | 52.8 | 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 |
 | Morbid Mask | 1 | 1.67% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Titan Sliver | 1 | 1.67% | 50.0 | 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 |
 | Glimmer Cape | 6 | 10.00% | 48.6 | 33.33% | -5.56% | +66.67% | -33.33% | -21.43% | 30:49 | 23:33 | 26:59 | 29:04 | 31:39 | 44:22 | 04:40 | 03:27 |
 | Essence Ring | 7 | 11.67% | 47.2 | 28.57% | -11.05% | -28.57% | +21.43% | 25.00% | 21:09 | 18:00 | 19:00 | 19:00 | 21:00 | 30:00 | 02:00 | 01:28 |
 | Tumbler's Toy | 2 | 3.33% | 45.8 | 50.00% | +12.07% | -50.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Possessed Mask | 2 | 3.33% | 44.4 | 50.00% | +12.07% | +50.00% | 0.00% | 0.00% | 09:00 | 08:00 | 08:00 | 10:00 | 10:00 | 10:00 | 02:00 | 01:28 |
 | Stormcrafter | 2 | 3.33% | 43.1 | 50.00% | +12.07% | -50.00% | 0.00% | 0.00% | 43:30 | 43:00 | 43:00 | 44:00 | 44:00 | 44:00 | 01:00 | 00:44 |
 | Heart of Tarrasque | 2 | 3.33% | 41.7 | 50.00% | +12.07% | +50.00% | 0.00% | 0.00% | 42:37 | 29:44 | 29:44 | 55:30 | 55:30 | 55:30 | 25:46 | 19:05 |
 | Paladin Sword | 2 | 3.33% | 40.3 | 50.00% | +12.07% | +50.00% | 0.00% | 0.00% | 32:30 | 32:00 | 32:00 | 33:00 | 33:00 | 33:00 | 01:00 | 00:44 |
 | Pipe of Insight | 2 | 3.33% | 38.9 | 50.00% | +12.07% | -50.00% | 0.00% | 0.00% | 40:27 | 37:50 | 37:50 | 43:04 | 43:04 | 43:04 | 05:14 | 03:52 |
 | Force Staff | 3 | 5.00% | 37.5 | 33.33% | -5.27% | -33.33% | 0.00% | 0.00% | 31:43 | 28:09 | 28:09 | 33:24 | 33:36 | 33:36 | 05:27 | 04:02 |
 | Ring of Basilius | 3 | 5.00% | 36.1 | 33.33% | -5.27% | -33.33% | 0.00% | 0.00% | 19:59 | 05:49 | 05:49 | 20:41 | 33:27 | 33:27 | 27:38 | 20:28 |
 | Blight Stone | 3 | 5.00% | 34.7 | 33.33% | -5.27% | -33.33% | 0.00% | 0.00% | 33:56 | 14:28 | 14:28 | 38:34 | 48:45 | 48:45 | 34:17 | 25:23 |
 | Flicker | 3 | 5.00% | 33.3 | 33.33% | -5.27% | -33.33% | 0.00% | 0.00% | 43:20 | 42:00 | 42:00 | 44:00 | 44:00 | 44:00 | 02:00 | 01:28 |
 | Quickening Charm | 3 | 5.00% | 31.9 | 33.33% | -5.27% | -33.33% | 0.00% | 0.00% | 30:40 | 29:00 | 29:00 | 31:00 | 32:00 | 32:00 | 03:00 | 02:13 |
 | Pig Pole | 3 | 5.00% | 30.6 | 33.33% | -5.27% | -33.33% | 0.00% | 0.00% | 10:20 | 10:00 | 10:00 | 10:00 | 11:00 | 11:00 | 01:00 | 00:44 |
 | Vambrace | 4 | 6.67% | 29.2 | 25.00% | -14.29% | -25.00% | -25.00% | 0.00% | 23:30 | 21:00 | 21:00 | 21:00 | 23:00 | 29:00 | 02:00 | 01:28 |
 | Blast Rig | 6 | 10.00% | 27.8 | 16.67% | -24.07% | -16.67% | -16.67% | 0.00% | 37:20 | 28:00 | 29:00 | 31:00 | 42:00 | 55:00 | 13:00 | 09:37 |
 | Cloak of Flames | 6 | 10.00% | 26.4 | 16.67% | -24.07% | +33.33% | -16.67% | -5.00% | 36:40 | 29:00 | 31:00 | 36:00 | 41:00 | 45:00 | 10:00 | 07:24 |
 | Bracer | 2 | 3.33% | 25.0 | 0.00% | -39.66% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ceremonial Robe | 3 | 5.00% | 23.6 | 0.00% | -40.35% | 0.00% | 0.00% | 0.00% | 30:40 | 29:00 | 29:00 | 30:00 | 33:00 | 33:00 | 04:00 | 02:57 |
 | Psychic Headband | 2 | 3.33% | 22.2 | 0.00% | -39.66% | 0.00% | 0.00% | 0.00% | 29:30 | 29:00 | 29:00 | 30:00 | 30:00 | 30:00 | 01:00 | 00:44 |
 | Fairy's Trinket | 2 | 3.33% | 20.8 | 0.00% | -39.66% | 0.00% | 0.00% | 0.00% | 12:30 | 12:00 | 12:00 | 13:00 | 13:00 | 13:00 | 01:00 | 00:44 |
 | Void Stone | 2 | 3.33% | 19.4 | 0.00% | -39.66% | 0.00% | 0.00% | 0.00% | 28:20 | 21:48 | 21:48 | 34:51 | 34:51 | 34:51 | 13:03 | 09:40 |
 | Crown | 2 | 3.33% | 18.1 | 0.00% | -39.66% | 0.00% | 0.00% | 0.00% | 40:55 | 39:49 | 39:49 | 42:00 | 42:00 | 42:00 | 02:11 | 01:37 |
 | Trickster Cloak | 2 | 3.33% | 16.7 | 0.00% | -39.66% | 0.00% | 0.00% | 0.00% | 43:00 | 42:00 | 42:00 | 44:00 | 44:00 | 44:00 | 02:00 | 01:28 |
 | Spirit Vessel | 1 | 1.67% | 15.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Ninja Gear | 1 | 1.67% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 00:00 | 00:00 |
 | Sange | 1 | 1.67% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 |
 | Medallion of Courage | 3 | 5.00% | 11.1 | 0.00% | -40.35% | 0.00% | 0.00% | 0.00% | 32:00 | 15:10 | 15:10 | 38:50 | 42:00 | 42:00 | 26:50 | 19:52 |
 | Lotus Orb | 2 | 3.33% | 9.7 | 0.00% | -39.66% | 0.00% | 0.00% | 0.00% | 34:17 | 24:47 | 24:47 | 43:46 | 43:46 | 43:46 | 18:59 | 14:03 |
 | Solar Crest | 1 | 1.67% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 00:00 | 00:00 |
 | Telescope | 1 | 1.67% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 00:00 | 00:00 |
 | Spider Legs | 1 | 1.67% | 5.6 | 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 |
 | Keen Optic | 5 | 8.33% | 4.2 | 0.00% | -41.82% | 0.00% | 0.00% | 0.00% | 11:36 | 10:00 | 10:00 | 12:00 | 12:00 | 13:00 | 02:00 | 01:28 |
 | Wind Lace | 1 | 1.67% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.67% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 00:00 | 00:00 |