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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 | |
 | Possessed Mask | 3 | 10.00% | 100.0 | 100.00% | +62.96% | 0.00% | 0.00% | 0.00% | 14:20 | 10:00 | 10:00 | 12:00 | 21:00 | 21:00 | 11:00 | 08:08 |
 | Assault Cuirass | 14 | 46.67% | 98.5 | 57.14% | +25.89% | +17.86% | -23.81% | -3.72% | 31:42 | 23:00 | 26:47 | 31:12 | 38:00 | 41:07 | 11:13 | 08:18 |
 | Drum of Endurance | 15 | 50.00% | 96.9 | 53.33% | +20.00% | -3.33% | +21.67% | 2.85% | 23:14 | 15:28 | 18:11 | 21:08 | 26:58 | 40:00 | 08:47 | 06:30 |
 | Crown | 30 | 100.00% | 95.4 | 43.33% | +43.33% | +6.67% | -0.47% | -7.14% | 04:18 | 02:02 | 03:51 | 04:18 | 04:47 | 05:54 | 00:56 | 00:41 |
 | Ring of Basilius | 30 | 100.00% | 93.8 | 43.33% | +43.33% | +6.67% | -0.47% | -4.98% | 08:58 | 07:42 | 08:08 | 08:43 | 09:34 | 10:56 | 01:26 | 01:03 |
 | Quelling Blade | 30 | 100.00% | 92.3 | 43.33% | +43.33% | +6.67% | -14.76% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Protection | 30 | 100.00% | 90.8 | 43.33% | +43.33% | +31.67% | -29.04% | -49.22% | 09:08 | -01:15 | 08:42 | 09:14 | 09:56 | 13:47 | 01:14 | 00:54 |
 | Morbid Mask | 30 | 100.00% | 89.2 | 43.33% | +43.33% | +19.17% | +13.81% | -3.65% | 12:20 | 09:47 | 11:30 | 12:18 | 12:58 | 14:43 | 01:28 | 01:05 |
 | Helm of the Overlord | 30 | 100.00% | 87.7 | 43.33% | +43.33% | -5.83% | -0.47% | 3.03% | 16:07 | 13:17 | 15:09 | 16:06 | 16:55 | 18:56 | 01:46 | 01:18 |
 | Helm of Iron Will | 30 | 100.00% | 86.2 | 43.33% | +43.33% | +6.67% | -29.04% | -35.71% | 02:34 | 01:22 | 02:09 | 02:28 | 02:56 | 04:15 | 00:47 | 00:34 |
 | Helm of the Dominator | 30 | 100.00% | 84.6 | 43.33% | +43.33% | +19.17% | -14.76% | -33.93% | 07:49 | 06:46 | 07:24 | 07:45 | 08:13 | 09:35 | 00:49 | 00:36 |
 | Vladmir's Offering | 30 | 100.00% | 83.1 | 43.33% | +43.33% | +6.67% | -0.47% | -5.36% | 13:38 | 11:55 | 12:57 | 13:25 | 14:17 | 15:08 | 01:20 | 00:59 |
 | Buckler | 30 | 100.00% | 81.5 | 43.33% | +43.33% | +19.17% | -0.47% | -14.03% | 09:55 | 07:55 | 08:57 | 09:34 | 10:21 | 15:06 | 01:24 | 01:02 |
 | Aghanim's Scepter | 23 | 76.67% | 80.0 | 43.48% | +0.62% | +6.52% | +6.52% | 0.00% | 24:26 | 21:49 | 22:43 | 24:10 | 25:08 | 31:51 | 02:25 | 01:47 |
 | Tumbler's Toy | 4 | 13.33% | 78.5 | 75.00% | +36.54% | +25.00% | -75.00% | -50.00% | 09:30 | 08:00 | 08:00 | 09:00 | 10:00 | 11:00 | 02:00 | 01:28 |
 | Wind Lace | 15 | 50.00% | 76.9 | 46.67% | +6.67% | +28.33% | +3.33% | -3.01% | 20:45 | 13:26 | 16:23 | 18:43 | 24:42 | 31:14 | 08:19 | 06:09 |
 | Quickening Charm | 10 | 33.33% | 75.4 | 50.00% | +10.00% | -16.67% | 0.00% | 5.56% | 30:42 | 28:00 | 29:00 | 30:00 | 32:00 | 36:00 | 03:00 | 02:13 |
 | Trusty Shovel | 6 | 20.00% | 73.8 | 50.00% | +8.33% | -50.00% | +50.00% | 50.00% | 11:00 | 09:00 | 10:00 | 10:00 | 12:00 | 14:00 | 02:00 | 01:28 |
 | Ring of Aquila | 7 | 23.33% | 72.3 | 42.86% | -0.62% | +57.14% | +7.14% | -12.50% | 21:26 | 18:00 | 18:00 | 22:00 | 22:00 | 26:00 | 04:00 | 02:57 |
 | Magic Stick | 4 | 13.33% | 70.8 | 50.00% | +7.69% | +50.00% | +50.00% | 0.00% | -01:03 | -01:29 | -01:29 | -01:29 | -01:29 | 00:17 | 00:00 | 00:00 |
 | Blast Rig | 4 | 13.33% | 69.2 | 50.00% | +7.69% | +50.00% | -50.00% | -33.33% | 30:00 | 28:00 | 28:00 | 30:00 | 31:00 | 31:00 | 03:00 | 02:13 |
 | Bottle | 1 | 3.33% | 67.7 | 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 |
 | Pig Pole | 1 | 3.33% | 66.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Fairy's Trinket | 1 | 3.33% | 64.6 | 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 |
 | Dagon (level 3) | 1 | 3.33% | 63.1 | 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 |
 | Pipe of Insight | 1 | 3.33% | 61.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |
 | Headdress | 1 | 3.33% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.33% | 58.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.33% | 56.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |
 | Chipped Vest | 5 | 16.67% | 55.4 | 40.00% | -4.00% | -40.00% | +60.00% | 25.00% | 12:36 | 10:00 | 10:00 | 13:00 | 14:00 | 15:00 | 04:00 | 02:57 |
 | Void Stone | 5 | 16.67% | 53.8 | 40.00% | -4.00% | +60.00% | -40.00% | -10.38% | 38:02 | 30:18 | 30:18 | 38:30 | 39:56 | 42:55 | 09:38 | 07:08 |
 | Scythe of Vyse | 5 | 16.67% | 52.3 | 40.00% | -4.00% | +60.00% | -40.00% | -10.38% | 38:17 | 30:18 | 30:18 | 39:47 | 39:56 | 42:55 | 09:38 | 07:08 |
 | Arcane Ring | 5 | 16.67% | 50.8 | 40.00% | -4.00% | -40.00% | -40.00% | 0.00% | 11:00 | 09:00 | 09:00 | 10:00 | 11:00 | 16:00 | 02:00 | 01:28 |
 | Aghanim's Shard | 8 | 26.67% | 49.2 | 25.00% | -25.00% | +25.00% | +25.00% | 0.00% | 28:01 | 21:13 | 23:31 | 26:31 | 28:05 | 41:50 | 04:34 | 03:22 |
 | Spider Legs | 2 | 6.67% | 47.7 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 30:30 | 29:00 | 29:00 | 32:00 | 32:00 | 32:00 | 03:00 | 02:13 |
 | Vambrace | 2 | 6.67% | 46.2 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 18:30 | 18:00 | 18:00 | 19:00 | 19:00 | 19:00 | 01:00 | 00:44 |
 | Brigand's Blade | 2 | 6.67% | 44.6 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 23:00 | 18:00 | 18:00 | 28:00 | 28:00 | 28:00 | 10:00 | 07:24 |
 | Quicksilver Amulet | 2 | 6.67% | 43.1 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 24:30 | 19:00 | 19:00 | 30:00 | 30:00 | 30:00 | 11:00 | 08:08 |
 | Fae Grenade | 2 | 6.67% | 41.5 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 23:30 | 21:00 | 21:00 | 26:00 | 26:00 | 26:00 | 05:00 | 03:42 |
 | Paladin Sword | 2 | 6.67% | 40.0 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 31:30 | 31:00 | 31:00 | 32:00 | 32:00 | 32:00 | 01:00 | 00:44 |
 | Bullwhip | 3 | 10.00% | 38.5 | 33.33% | -11.11% | +66.67% | 0.00% | -16.67% | 21:20 | 19:00 | 19:00 | 22:00 | 23:00 | 23:00 | 04:00 | 02:57 |
 | Broom Handle | 4 | 13.33% | 36.9 | 25.00% | -21.15% | -25.00% | -25.00% | 0.00% | 14:30 | 11:00 | 11:00 | 11:00 | 12:00 | 24:00 | 01:00 | 00:44 |
 | Black King Bar | 5 | 16.67% | 35.4 | 20.00% | -28.00% | -20.00% | -20.00% | 0.00% | 34:02 | 30:00 | 30:00 | 34:11 | 34:41 | 39:07 | 04:41 | 03:28 |
 | Ocean Heart | 5 | 16.67% | 33.8 | 20.00% | -28.00% | +80.00% | -20.00% | -33.33% | 12:24 | 10:00 | 10:00 | 12:00 | 13:00 | 16:00 | 03:00 | 02:13 |
 | Boots of Speed | 5 | 16.67% | 32.3 | 20.00% | -28.00% | -20.00% | -20.00% | 0.00% | 26:03 | 16:45 | 16:45 | 27:09 | 27:35 | 35:17 | 10:50 | 08:01 |
 | Stormcrafter | 1 | 3.33% | 30.8 | 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 |
 | Ascetic's Cap | 1 | 3.33% | 30.8 | 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 |
 | Witchbane | 1 | 3.33% | 27.7 | 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 |
 | Elven Tunic | 1 | 3.33% | 26.2 | 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 |
 | Chainmail | 2 | 6.67% | 24.6 | 0.00% | -46.43% | 0.00% | 0.00% | 0.00% | 27:38 | 26:02 | 26:02 | 29:14 | 29:14 | 29:14 | 03:12 | 02:22 |
 | Ninja Gear | 1 | 3.33% | 23.1 | 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 |
 | Dragon Scale | 1 | 3.33% | 21.5 | 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 |
 | Spell Prism | 1 | 3.33% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Mind Breaker | 1 | 3.33% | 18.5 | 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 |
 | Grove Bow | 1 | 3.33% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.33% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:02 | 26:02 | 26:02 | 26:02 | 26:02 | 26:02 | 00:00 | 00:00 |
 | Nullifier | 2 | 6.67% | 13.8 | 0.00% | -46.43% | 0.00% | 0.00% | 0.00% | 36:29 | 33:53 | 33:53 | 39:05 | 39:05 | 39:05 | 05:12 | 03:51 |
 | Heaven's Halberd | 1 | 3.33% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.33% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:02 | 26:02 | 26:02 | 26:02 | 26:02 | 26:02 | 00:00 | 00:00 |
 | Sange | 1 | 3.33% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 27:33 | 00:00 | 00:00 |
 | Blade Mail | 1 | 3.33% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 6.67% | 6.2 | 0.00% | -46.43% | 0.00% | 0.00% | 0.00% | 37:45 | 32:36 | 32:36 | 42:54 | 42:54 | 42:54 | 10:18 | 07:37 |
 | Boots of Travel | 1 | 3.33% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 |
 | Magic Wand | 1 | 3.33% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.33% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |