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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 | |
 | Wind Lace | 18 | 69.23% | 100.0 | 61.11% | +36.11% | +18.89% | +13.89% | -0.40% | 13:52 | -01:29 | 06:54 | 10:10 | 19:23 | 36:54 | 12:29 | 09:14 |
 | Chainmail | 3 | 11.54% | 98.2 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 20:52 | 12:33 | 12:33 | 23:35 | 26:29 | 26:29 | 13:56 | 10:19 |
 | Tumbler's Toy | 3 | 11.54% | 96.5 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 11:20 | 10:00 | 10:00 | 11:00 | 13:00 | 13:00 | 03:00 | 02:13 |
 | Magic Wand | 19 | 73.08% | 94.7 | 57.89% | +29.32% | -17.89% | +2.11% | 6.45% | 12:00 | 05:49 | 09:53 | 12:00 | 12:59 | 18:37 | 03:06 | 02:17 |
 | Crown | 11 | 42.31% | 93.0 | 63.64% | +23.64% | +3.03% | +3.03% | 0.00% | 18:26 | 12:30 | 13:26 | 16:35 | 19:32 | 36:54 | 06:06 | 04:31 |
 | Magic Stick | 25 | 96.15% | 91.2 | 52.00% | +52.00% | +14.67% | -18.67% | -5.42% | 03:46 | -01:29 | 00:47 | 03:03 | 06:56 | 10:24 | 06:09 | 04:33 |
 | Glimmer Cape | 7 | 26.92% | 89.5 | 71.43% | +29.32% | -21.43% | +28.57% | 7.92% | 26:38 | 21:08 | 22:30 | 25:43 | 28:49 | 33:08 | 06:19 | 04:40 |
 | Boots of Speed | 26 | 100.00% | 87.7 | 50.00% | +50.00% | -7.14% | 0.00% | 2.34% | 08:01 | 04:02 | 06:13 | 08:04 | 09:16 | 16:16 | 03:03 | 02:15 |
 | Veil of Discord | 10 | 38.46% | 86.0 | 60.00% | +16.25% | -26.67% | -10.00% | 2.28% | 19:07 | 15:03 | 16:20 | 16:35 | 23:38 | 24:41 | 07:18 | 05:24 |
 | Fluffy Hat | 18 | 69.23% | 84.2 | 50.00% | 0.00% | +10.00% | 0.00% | -0.83% | 19:47 | 10:06 | 11:40 | 17:28 | 23:44 | 39:16 | 12:04 | 08:56 |
 | Philosopher's Stone | 8 | 30.77% | 82.5 | 62.50% | +18.06% | -12.50% | -12.50% | 0.00% | 27:30 | 19:00 | 19:00 | 24:00 | 30:00 | 41:00 | 11:00 | 08:08 |
 | Ring of Basilius | 13 | 50.00% | 80.7 | 53.85% | +7.70% | -20.52% | -20.52% | 0.00% | 11:45 | 04:04 | 08:43 | 11:10 | 11:56 | 21:47 | 03:13 | 02:22 |
 | Ghost Scepter | 6 | 23.08% | 78.9 | 66.67% | +21.67% | -16.67% | +33.33% | 11.24% | 32:13 | 24:43 | 30:31 | 32:15 | 34:58 | 36:42 | 04:27 | 03:17 |
 | Tranquil Boots | 14 | 53.85% | 77.2 | 50.00% | 0.00% | 0.00% | +50.00% | 6.90% | 16:58 | 09:42 | 12:42 | 16:44 | 19:57 | 29:23 | 07:15 | 05:22 |
 | Psychic Headband | 4 | 15.38% | 75.4 | 75.00% | +29.55% | -75.00% | +25.00% | 33.33% | 35:15 | 30:00 | 30:00 | 33:00 | 33:00 | 45:00 | 03:00 | 02:13 |
 | Void Stone | 4 | 15.38% | 73.7 | 75.00% | +29.55% | +25.00% | -75.00% | -7.93% | 40:30 | 30:31 | 30:31 | 32:02 | 43:08 | 56:17 | 12:37 | 09:20 |
 | Fairy's Trinket | 2 | 7.69% | 71.9 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 19:30 | 18:00 | 18:00 | 21:00 | 21:00 | 21:00 | 03:00 | 02:13 |
 | Possessed Mask | 2 | 7.69% | 70.2 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 00:00 |
 | Nether Shawl | 2 | 7.69% | 68.4 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 21:30 | 20:00 | 20:00 | 23:00 | 23:00 | 23:00 | 03:00 | 02:13 |
 | Blight Stone | 2 | 7.69% | 66.7 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 25:03 | 23:35 | 23:35 | 26:30 | 26:30 | 26:30 | 02:55 | 02:09 |
 | Solar Crest | 2 | 7.69% | 64.9 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 32:48 | 28:11 | 28:11 | 37:24 | 37:24 | 37:24 | 09:13 | 06:49 |
 | Ring of Health | 2 | 7.69% | 63.2 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 39:34 | 35:59 | 35:59 | 43:08 | 43:08 | 43:08 | 07:09 | 05:17 |
 | Medallion of Courage | 2 | 7.69% | 61.4 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 25:03 | 23:35 | 23:35 | 26:30 | 26:30 | 26:30 | 02:55 | 02:09 |
 | Force Staff | 16 | 61.54% | 59.6 | 43.75% | -16.25% | +6.25% | -18.75% | -2.56% | 29:07 | 20:18 | 23:55 | 26:36 | 33:42 | 40:17 | 09:47 | 07:14 |
 | Bullwhip | 7 | 26.92% | 57.9 | 57.14% | +9.77% | +42.86% | -57.14% | -33.33% | 24:34 | 20:00 | 22:00 | 24:00 | 25:00 | 32:00 | 03:00 | 02:13 |
 | Keen Optic | 5 | 19.23% | 56.1 | 60.00% | +12.38% | +40.00% | +40.00% | 0.00% | 14:00 | 12:00 | 12:00 | 13:00 | 14:00 | 18:00 | 02:00 | 01:28 |
 | Ocean Heart | 4 | 15.38% | 54.4 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 14:45 | 09:00 | 09:00 | 12:00 | 18:00 | 20:00 | 09:00 | 06:40 |
 | Telescope | 4 | 15.38% | 52.6 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 40:15 | 40:00 | 40:00 | 40:00 | 40:00 | 41:00 | 00:00 | 00:00 |
 | Arcane Ring | 4 | 15.38% | 50.9 | 50.00% | 0.00% | -50.00% | +50.00% | 9.09% | 14:15 | 08:00 | 08:00 | 11:00 | 19:00 | 19:00 | 11:00 | 08:08 |
 | Power Treads | 1 | 3.85% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 00:00 | 00:00 |
 | Null Talisman | 1 | 3.85% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:17 | 03:17 | 03:17 | 03:17 | 03:17 | 03:17 | 00:00 | 00:00 |
 | Buckler | 1 | 3.85% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Stormcrafter | 1 | 3.85% | 43.9 | 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 |
 | Quicksilver Amulet | 1 | 3.85% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Fae Grenade | 1 | 3.85% | 40.4 | 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 |
 | Chipped Vest | 1 | 3.85% | 38.6 | 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 |
 | Witch Blade | 1 | 3.85% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 00:00 | 00:00 |
 | Titan Sliver | 1 | 3.85% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.85% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 00:00 | 00:00 |
 | Spider Legs | 1 | 3.85% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.85% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.85% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:00 | 49:00 | 49:00 | 49:00 | 49:00 | 49:00 | 00:00 | 00:00 |
 | Bottle | 1 | 3.85% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 3.85% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Black King Bar | 1 | 3.85% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.85% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 3.85% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.85% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:59 | 37:59 | 37:59 | 37:59 | 37:59 | 37:59 | 00:00 | 00:00 |
 | Pig Pole | 5 | 19.23% | 15.8 | 40.00% | -12.38% | +60.00% | -40.00% | -11.11% | 14:36 | 09:00 | 09:00 | 12:00 | 18:00 | 22:00 | 09:00 | 06:40 |
 | Essence Ring | 2 | 7.69% | 14.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 27:30 | 22:00 | 22:00 | 33:00 | 33:00 | 33:00 | 11:00 | 08:08 |
 | Ceremonial Robe | 2 | 7.69% | 12.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 36:00 | 31:00 | 31:00 | 41:00 | 41:00 | 41:00 | 10:00 | 07:24 |
 | Pupil's Gift | 4 | 15.38% | 10.5 | 25.00% | -29.55% | -25.00% | +75.00% | 11.11% | 24:45 | 19:00 | 19:00 | 19:00 | 28:00 | 33:00 | 09:00 | 06:40 |
 | Trusty Shovel | 6 | 23.08% | 8.8 | 16.67% | -43.33% | +33.33% | -16.67% | -16.67% | 12:10 | 10:00 | 11:00 | 11:00 | 14:00 | 15:00 | 03:00 | 02:13 |
 | Scythe of Vyse | 1 | 3.85% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:40 | 57:40 | 57:40 | 57:40 | 57:40 | 57:40 | 00:00 | 00:00 |
 | Trickster Cloak | 1 | 3.85% | 5.3 | 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 |
 | Broom Handle | 1 | 3.85% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 00:00 |
 | Ring of Aquila | 1 | 3.85% | 1.8 | 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 |