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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 | |
 | Aether Lens | 7 | 70.00% | 100.0 | 42.86% | +42.86% | +57.14% | -42.86% | -16.60% | 19:58 | 14:18 | 16:06 | 19:06 | 22:08 | 29:54 | 06:01 | 04:27 |
 | Void Stone | 8 | 80.00% | 92.8 | 37.50% | +37.50% | +12.50% | -37.50% | -7.79% | 18:29 | 11:20 | 14:31 | 17:23 | 20:56 | 29:43 | 06:25 | 04:45 |
 | Arcane Boots | 9 | 90.00% | 87.5 | 33.33% | +33.33% | -33.33% | 0.00% | 6.73% | 12:17 | 04:46 | 09:08 | 09:55 | 14:05 | 32:58 | 04:57 | 03:40 |
 | Tranquil Boots | 4 | 40.00% | 85.3 | 50.00% | +33.33% | -50.00% | +50.00% | 8.71% | 22:07 | 07:33 | 15:50 | 21:02 | 27:19 | 38:50 | 11:29 | 08:30 |
 | Psychic Headband | 4 | 40.00% | 85.3 | 50.00% | +33.33% | +50.00% | -50.00% | -100.00% | 30:30 | 28:00 | 30:15 | 31:00 | 31:15 | 32:00 | 01:00 | 00:44 |
 | Boots of Speed | 10 | 100.00% | 83.6 | 30.00% | +30.00% | -30.00% | -30.00% | 0.00% | 02:37 | -01:29 | -01:00 | 02:21 | 04:54 | 09:59 | 05:55 | 04:23 |
 | Trusty Shovel | 1 | 10.00% | 75.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Possessed Mask | 1 | 10.00% | 75.2 | 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 |
 | Bullwhip | 1 | 10.00% | 75.2 | 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 |
 | Nether Shawl | 1 | 10.00% | 75.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 50.00% | 74.3 | 40.00% | +20.00% | +60.00% | -40.00% | -27.40% | 27:40 | 22:32 | 23:37 | 27:05 | 27:16 | 37:50 | 03:39 | 02:42 |
 | Wind Lace | 6 | 60.00% | 67.4 | 33.33% | +8.33% | -33.33% | +66.67% | 31.09% | 07:17 | -01:29 | 05:49 | 07:49 | 09:02 | 14:57 | 03:13 | 02:22 |
 | Magic Stick | 7 | 70.00% | 62.7 | 28.57% | -4.76% | +38.10% | -28.57% | -7.23% | 04:41 | -01:29 | -01:29 | -01:25 | 10:42 | 17:17 | 12:11 | 09:01 |
 | Aghanim's Scepter | 2 | 20.00% | 45.8 | 50.00% | +25.00% | -50.00% | +50.00% | 0.00% | 49:52 | 45:44 | 47:48 | 49:52 | 51:56 | 54:00 | 04:08 | 03:03 |
 | Aeon Disk | 2 | 20.00% | 45.8 | 50.00% | +25.00% | -50.00% | +50.00% | 0.00% | 33:41 | 28:09 | 30:54 | 33:40 | 36:26 | 39:12 | 05:31 | 04:05 |
 | Telescope | 2 | 20.00% | 45.8 | 50.00% | +25.00% | +50.00% | -50.00% | 0.00% | 41:00 | 40:00 | 40:30 | 41:00 | 41:30 | 42:00 | 01:00 | 00:44 |
 | Force Staff | 3 | 30.00% | 36.6 | 33.33% | +4.76% | -33.33% | +66.67% | 13.57% | 26:50 | 19:12 | 23:17 | 27:22 | 30:39 | 33:56 | 07:22 | 05:27 |
 | Glimmer Cape | 3 | 30.00% | 36.6 | 33.33% | +4.76% | -33.33% | +66.67% | 71.86% | 27:39 | 26:37 | 26:46 | 26:55 | 28:09 | 29:24 | 01:23 | 01:01 |
 | Ocean Heart | 3 | 30.00% | 36.6 | 33.33% | +4.76% | -33.33% | -33.33% | 0.00% | 12:00 | 09:00 | 09:30 | 10:00 | 13:30 | 17:00 | 04:00 | 02:57 |
 | Fluffy Hat | 4 | 40.00% | 32.2 | 25.00% | -8.33% | -25.00% | +75.00% | 6.16% | 21:15 | 09:59 | 12:46 | 20:32 | 29:00 | 33:56 | 16:14 | 12:01 |
 | Ceremonial Robe | 1 | 10.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 |
 | Blast Rig | 1 | 10.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 10.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:13 | 37:13 | 37:13 | 37:13 | 37:13 | 37:13 | 00:00 | 00:00 |
 | Fairy's Trinket | 1 | 10.00% | 0.0 | 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 |
 | Timeless Relic | 1 | 10.00% | 0.0 | 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 |
 | Chipped Vest | 1 | 10.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 |
 | Broom Handle | 1 | 10.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Arcane Ring | 1 | 10.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Vambrace | 1 | 10.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 10.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 00:00 | 00:00 |
 | Philosopher's Stone | 2 | 20.00% | 0.0 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 19:30 | 19:00 | 19:15 | 19:30 | 19:45 | 20:00 | 00:30 | 00:22 |
 | Keen Optic | 3 | 30.00% | 0.0 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 13:20 | 11:00 | 11:00 | 11:00 | 14:30 | 18:00 | 03:30 | 02:35 |
 | Ghost Scepter | 2 | 20.00% | 0.0 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 16:54 | 16:29 | 16:41 | 16:53 | 17:05 | 17:18 | 00:24 | 00:18 |
 | Magic Wand | 3 | 30.00% | 0.0 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 12:39 | 09:28 | 10:35 | 11:42 | 14:14 | 16:47 | 03:39 | 02:42 |
 | Pig Pole | 2 | 20.00% | 0.0 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 16:30 | 12:00 | 14:15 | 16:30 | 18:45 | 21:00 | 04:30 | 03:20 |