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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 | |
 | Eul's Scepter of Divinity | 4 | 16.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 21:20 | 18:35 | 18:35 | 19:32 | 22:58 | 24:15 | 04:23 | 03:14 |
 | Ocean Heart | 6 | 24.00% | 98.3 | 83.33% | +51.75% | +16.67% | +16.67% | 0.00% | 13:40 | 09:00 | 10:00 | 10:00 | 19:00 | 22:00 | 09:00 | 06:40 |
 | Telescope | 3 | 12.00% | 96.7 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 40:40 | 39:00 | 39:00 | 39:00 | 44:00 | 44:00 | 05:00 | 03:42 |
 | Refresher Orb | 3 | 12.00% | 95.0 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 45:06 | 36:38 | 36:38 | 46:39 | 52:00 | 52:00 | 15:22 | 11:22 |
 | Shiva's Guard | 3 | 12.00% | 93.3 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 34:40 | 30:45 | 30:45 | 35:42 | 37:32 | 37:32 | 06:47 | 05:01 |
 | Wind Lace | 24 | 96.00% | 91.7 | 45.83% | +45.83% | +4.17% | -29.16% | -7.52% | 09:26 | 02:08 | 05:40 | 07:07 | 10:06 | 29:48 | 04:26 | 03:17 |
 | Tranquil Boots | 24 | 96.00% | 90.0 | 45.83% | +45.83% | +4.17% | -12.50% | -4.35% | 11:17 | 06:21 | 07:40 | 09:32 | 11:30 | 30:58 | 03:50 | 02:50 |
 | Boots of Speed | 25 | 100.00% | 88.3 | 44.00% | +44.00% | +6.00% | +6.00% | 0.00% | 06:31 | -01:29 | 04:47 | 07:11 | 08:55 | 10:58 | 04:08 | 03:03 |
 | Magic Stick | 24 | 96.00% | 86.7 | 41.67% | -58.33% | +8.33% | -8.34% | -1.93% | 05:34 | -01:29 | -01:29 | 07:48 | 10:06 | 16:42 | 11:35 | 08:34 |
 | Void Stone | 9 | 36.00% | 85.0 | 55.56% | +18.06% | -5.56% | -5.56% | 0.00% | 19:39 | 13:31 | 13:58 | 18:02 | 21:40 | 33:55 | 07:42 | 05:42 |
 | Flicker | 2 | 8.00% | 83.3 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 42:30 | 41:00 | 41:00 | 44:00 | 44:00 | 44:00 | 03:00 | 02:13 |
 | Aghanim's Shard | 19 | 76.00% | 81.7 | 42.11% | -7.89% | -2.11% | -2.11% | 0.00% | 26:46 | 20:00 | 21:47 | 25:09 | 28:33 | 39:41 | 06:46 | 05:00 |
 | Ring of Health | 8 | 32.00% | 80.0 | 50.00% | +8.82% | 0.00% | +50.00% | 3.03% | 26:54 | 17:17 | 17:25 | 24:34 | 33:55 | 43:49 | 16:30 | 12:13 |
 | Magic Wand | 10 | 40.00% | 78.3 | 40.00% | -6.67% | -6.67% | +10.00% | 7.20% | 11:02 | 06:19 | 10:07 | 11:25 | 12:26 | 15:50 | 02:19 | 01:42 |
 | Glimmer Cape | 3 | 12.00% | 76.7 | 66.67% | +25.76% | +33.33% | 0.00% | 0.00% | 25:51 | 17:26 | 17:26 | 23:48 | 36:20 | 36:20 | 18:54 | 14:00 |
 | Quickening Charm | 3 | 12.00% | 75.0 | 66.67% | +25.76% | +33.33% | 0.00% | 0.00% | 32:20 | 30:00 | 30:00 | 31:00 | 36:00 | 36:00 | 06:00 | 04:26 |
 | Philosopher's Stone | 8 | 32.00% | 73.3 | 37.50% | -9.56% | +12.50% | +12.50% | 0.00% | 22:45 | 18:00 | 19:00 | 20:00 | 23:00 | 39:00 | 04:00 | 02:57 |
 | Trusty Shovel | 4 | 16.00% | 71.7 | 50.00% | +7.14% | +50.00% | -50.00% | -100.00% | 12:15 | 11:00 | 11:00 | 11:00 | 12:00 | 15:00 | 01:00 | 00:44 |
 | Urn of Shadows | 4 | 16.00% | 70.0 | 50.00% | +7.14% | +50.00% | +50.00% | 0.00% | 09:58 | 07:01 | 07:01 | 08:48 | 09:21 | 14:41 | 02:20 | 01:43 |
 | Fluffy Hat | 10 | 40.00% | 68.3 | 30.00% | -23.33% | -30.00% | -30.00% | 0.00% | 18:22 | 09:37 | 11:34 | 13:02 | 20:06 | 54:59 | 08:32 | 06:19 |
 | Vambrace | 1 | 4.00% | 66.7 | 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 |
 | Ghost Scepter | 1 | 4.00% | 65.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Bullwhip | 1 | 4.00% | 63.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Psychic Headband | 1 | 4.00% | 61.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Ring of Aquila | 1 | 4.00% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Dragon Scale | 1 | 4.00% | 58.3 | 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 |
 | Possessed Mask | 1 | 4.00% | 56.7 | 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 |
 | Chainmail | 1 | 4.00% | 55.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:00 | 02:00 | 02:00 | 02:00 | 02:00 | 02:00 | 00:00 | 00:00 |
 | Ceremonial Robe | 5 | 20.00% | 53.3 | 40.00% | -5.00% | +60.00% | -40.00% | -33.33% | 29:48 | 28:00 | 28:00 | 30:00 | 31:00 | 31:00 | 03:00 | 02:13 |
 | Holy Locket | 5 | 20.00% | 51.7 | 40.00% | -5.00% | -40.00% | +60.00% | 26.09% | 18:50 | 15:30 | 15:30 | 17:22 | 19:20 | 24:42 | 03:50 | 02:50 |
 | Headdress | 5 | 20.00% | 50.0 | 40.00% | -5.00% | -40.00% | +60.00% | 23.08% | 13:57 | 11:04 | 11:04 | 15:08 | 15:24 | 16:30 | 04:20 | 03:12 |
 | Ring of Protection | 6 | 24.00% | 48.3 | 33.33% | -14.04% | +16.67% | -33.33% | -8.11% | 02:34 | -01:29 | -01:29 | -01:29 | 07:39 | 08:37 | 09:08 | 06:45 |
 | Chipped Vest | 2 | 8.00% | 46.7 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 15:00 | 14:00 | 14:00 | 16:00 | 16:00 | 16:00 | 02:00 | 01:28 |
 | Pig Pole | 2 | 8.00% | 45.0 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 12:30 | 11:00 | 11:00 | 14:00 | 14:00 | 14:00 | 03:00 | 02:13 |
 | Spirit Vessel | 2 | 8.00% | 43.3 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 17:15 | 13:38 | 13:38 | 20:52 | 20:52 | 20:52 | 07:14 | 05:21 |
 | Keen Optic | 2 | 8.00% | 41.7 | 50.00% | +6.52% | +50.00% | 0.00% | 0.00% | 10:30 | 09:00 | 09:00 | 12:00 | 12:00 | 12:00 | 03:00 | 02:13 |
 | Black King Bar | 2 | 8.00% | 40.0 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 32:57 | 25:41 | 25:41 | 40:12 | 40:12 | 40:12 | 14:31 | 10:45 |
 | Tumbler's Toy | 3 | 12.00% | 38.3 | 33.33% | -12.12% | +66.67% | 0.00% | 0.00% | 16:20 | 11:00 | 11:00 | 12:00 | 26:00 | 26:00 | 15:00 | 11:06 |
 | Broom Handle | 3 | 12.00% | 36.7 | 33.33% | -12.12% | -33.33% | 0.00% | 0.00% | 11:20 | 09:00 | 09:00 | 10:00 | 15:00 | 15:00 | 06:00 | 04:26 |
 | Ascetic's Cap | 3 | 12.00% | 35.0 | 33.33% | -12.12% | +66.67% | 0.00% | 0.00% | 43:20 | 39:00 | 39:00 | 45:00 | 46:00 | 46:00 | 07:00 | 05:11 |
 | Arcane Ring | 4 | 16.00% | 33.3 | 25.00% | -22.62% | -25.00% | -25.00% | 0.00% | 13:00 | 10:00 | 10:00 | 13:00 | 14:00 | 15:00 | 04:00 | 02:57 |
 | Lotus Orb | 5 | 20.00% | 31.7 | 20.00% | -30.00% | +80.00% | -20.00% | -9.72% | 27:26 | 21:29 | 21:29 | 25:11 | 31:46 | 33:55 | 10:17 | 07:37 |
 | Nether Shawl | 5 | 20.00% | 30.0 | 20.00% | -30.00% | -20.00% | -20.00% | 0.00% | 22:48 | 19:00 | 19:00 | 23:00 | 26:00 | 26:00 | 07:00 | 05:11 |
 | Force Staff | 5 | 20.00% | 28.3 | 20.00% | -30.00% | +80.00% | -20.00% | -4.22% | 32:25 | 20:06 | 20:06 | 22:53 | 43:47 | 54:59 | 23:41 | 17:32 |
 | Bottle | 2 | 8.00% | 26.7 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 10:17 | 07:00 | 07:00 | 13:33 | 13:33 | 13:33 | 06:33 | 04:51 |
 | Witchbane | 2 | 8.00% | 25.0 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 48:00 | 44:00 | 44:00 | 52:00 | 52:00 | 52:00 | 08:00 | 05:55 |
 | Blast Rig | 2 | 8.00% | 23.3 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 33:00 | 32:00 | 32:00 | 34:00 | 34:00 | 34:00 | 02:00 | 01:28 |
 | Bracer | 2 | 8.00% | 21.7 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 00:08 | -01:29 | -01:29 | 01:44 | 01:44 | 01:44 | 03:13 | 02:22 |
 | Ring of Basilius | 4 | 16.00% | 20.0 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 07:35 | 04:21 | 04:21 | 06:43 | 07:42 | 11:35 | 03:21 | 02:28 |
 | Pupil's Gift | 1 | 4.00% | 18.3 | 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 |
 | Sange | 2 | 8.00% | 16.7 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 28:24 | 22:02 | 22:02 | 34:46 | 34:46 | 34:46 | 12:44 | 09:25 |
 | Fairy's Trinket | 4 | 16.00% | 15.0 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 16:00 | 11:00 | 11:00 | 12:00 | 20:00 | 21:00 | 09:00 | 06:40 |
 | Stormcrafter | 1 | 4.00% | 13.3 | 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 |
 | Veil of Discord | 2 | 8.00% | 11.7 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 13:33 | 13:10 | 13:10 | 13:56 | 13:56 | 13:56 | 00:46 | 00:34 |
 | Paladin Sword | 1 | 4.00% | 10.0 | 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 |
 | Heaven's Halberd | 2 | 8.00% | 8.3 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 35:10 | 25:54 | 25:54 | 44:26 | 44:26 | 44:26 | 18:32 | 13:43 |
 | Aeon Disk | 1 | 4.00% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |
 | Crown | 2 | 8.00% | 5.0 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 11:27 | 11:15 | 11:15 | 11:39 | 11:39 | 11:39 | 00:24 | 00:17 |
 | Quelling Blade | 1 | 4.00% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:08 | 03:08 | 03:08 | 03:08 | 03:08 | 03:08 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 4.00% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 00:00 | 00:00 |