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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 | |
 | Eye of Skadi | 3 | 37.50% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 30:02 | 28:26 | 29:00 | 29:35 | 30:50 | 32:06 | 01:50 | 01:21 |
 | Silver Edge | 5 | 62.50% | 88.3 | 80.00% | +80.00% | +20.00% | -30.00% | -8.40% | 30:05 | 19:37 | 27:03 | 32:22 | 33:00 | 38:22 | 05:57 | 04:24 |
 | Shadow Blade | 6 | 75.00% | 76.1 | 66.67% | +66.67% | +33.33% | -16.67% | -7.90% | 19:57 | 14:57 | 17:03 | 18:06 | 23:23 | 26:40 | 06:19 | 04:41 |
 | Possessed Mask | 2 | 25.00% | 76.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 09:30 | 09:00 | 09:15 | 09:30 | 09:45 | 10:00 | 00:30 | 00:22 |
 | Yasha | 2 | 25.00% | 76.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 28:41 | 24:38 | 26:39 | 28:41 | 30:42 | 32:44 | 04:03 | 03:00 |
 | Sange and Yasha | 2 | 25.00% | 76.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 29:19 | 25:09 | 27:14 | 29:19 | 31:24 | 33:29 | 04:10 | 03:05 |
 | Brigand's Blade | 2 | 25.00% | 76.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 20:30 | 19:00 | 19:45 | 20:30 | 21:15 | 22:00 | 01:30 | 01:06 |
 | Bottle | 2 | 25.00% | 76.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 26:00 | 21:00 | 23:30 | 26:00 | 28:30 | 31:00 | 05:00 | 03:42 |
 | Crystalys | 4 | 50.00% | 73.7 | 75.00% | +50.00% | +25.00% | -75.00% | -11.45% | 28:52 | 18:42 | 24:43 | 29:19 | 33:27 | 38:05 | 08:44 | 06:28 |
 | Power Treads | 8 | 100.00% | 63.1 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 06:52 | 04:48 | 05:43 | 06:23 | 07:40 | 09:25 | 01:57 | 01:26 |
 | Magic Wand | 8 | 100.00% | 63.1 | 50.00% | +50.00% | -50.00% | 0.00% | 25.32% | 04:06 | 02:51 | 02:57 | 03:09 | 04:55 | 07:02 | 01:58 | 01:27 |
 | Boots of Speed | 8 | 100.00% | 63.1 | 50.00% | +50.00% | +50.00% | 0.00% | -19.74% | 04:04 | 01:36 | 02:29 | 03:53 | 05:01 | 07:10 | 02:32 | 01:52 |
 | Magic Stick | 8 | 100.00% | 63.1 | 50.00% | +50.00% | +10.00% | 0.00% | -10.00% | 00:18 | -01:29 | -01:29 | -01:29 | 01:33 | 05:22 | 03:02 | 02:15 |
 | Quelling Blade | 8 | 100.00% | 63.1 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Echo Sabre | 5 | 62.50% | 61.9 | 60.00% | +26.67% | +40.00% | -10.00% | -24.79% | 11:12 | 09:55 | 09:59 | 11:15 | 12:00 | 12:52 | 02:01 | 01:29 |
 | Aghanim's Shard | 3 | 37.50% | 52.3 | 66.67% | +26.67% | +33.33% | +33.33% | 0.00% | 24:06 | 21:19 | 21:59 | 22:39 | 25:29 | 28:19 | 03:30 | 02:35 |
 | Paladin Sword | 3 | 37.50% | 52.3 | 66.67% | +26.67% | +33.33% | +33.33% | 0.00% | 31:00 | 30:00 | 30:30 | 31:00 | 31:30 | 32:00 | 01:00 | 00:44 |
 | Pig Pole | 3 | 37.50% | 52.3 | 66.67% | +26.67% | +33.33% | +33.33% | 0.00% | 11:40 | 09:00 | 10:30 | 12:00 | 13:00 | 14:00 | 02:30 | 01:51 |
 | Sange | 3 | 37.50% | 52.3 | 66.67% | +26.67% | +33.33% | +33.33% | 0.00% | 26:13 | 19:42 | 22:35 | 25:28 | 29:28 | 33:29 | 06:53 | 05:06 |
 | Ring of Aquila | 5 | 62.50% | 37.9 | 40.00% | -26.67% | +10.00% | +10.00% | 0.00% | 20:00 | 18:00 | 18:00 | 20:00 | 21:00 | 23:00 | 03:00 | 02:13 |
 | Quicksilver Amulet | 1 | 12.50% | 37.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |
 | Dragon Scale | 1 | 12.50% | 37.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Trusty Shovel | 1 | 12.50% | 37.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Ocean Heart | 1 | 12.50% | 37.6 | 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 |
 | Cloak of Flames | 1 | 12.50% | 37.6 | 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 |
 | Mind Breaker | 1 | 12.50% | 37.6 | 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 |
 | Skull Basher | 2 | 25.00% | 23.3 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 32:45 | 29:23 | 31:03 | 32:44 | 34:25 | 36:06 | 03:21 | 02:29 |
 | Black King Bar | 2 | 25.00% | 23.3 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 28:29 | 21:18 | 24:53 | 28:28 | 32:03 | 35:39 | 07:10 | 05:18 |
 | Orb of Venom | 2 | 25.00% | 23.3 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 01:18 | 01:03 | 01:10 | 01:17 | 01:24 | 01:32 | 00:14 | 00:10 |
 | Falcon Blade | 2 | 25.00% | 23.3 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 05:04 | 04:51 | 04:57 | 05:03 | 05:09 | 05:16 | 00:12 | 00:09 |
 | Fluffy Hat | 2 | 25.00% | 23.3 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 01:44 | 01:26 | 01:34 | 01:43 | 01:52 | 02:01 | 00:17 | 00:12 |
 | Titan Sliver | 2 | 25.00% | 23.3 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 30:30 | 28:00 | 29:15 | 30:30 | 31:45 | 33:00 | 02:30 | 01:51 |
 | Chipped Vest | 2 | 25.00% | 23.3 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Diffusal Blade | 3 | 37.50% | 19.0 | 33.33% | -26.67% | -33.33% | -33.33% | 0.00% | 15:02 | 12:44 | 14:07 | 15:30 | 16:10 | 16:51 | 02:03 | 01:31 |
 | Aghanim's Scepter | 4 | 50.00% | 17.0 | 25.00% | -50.00% | -25.00% | -25.00% | 0.00% | 21:19 | 20:13 | 20:20 | 20:43 | 21:42 | 23:36 | 01:21 | 01:00 |
 | Pupil's Gift | 1 | 12.50% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Essence Ring | 1 | 12.50% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Broom Handle | 2 | 25.00% | 0.0 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 10:30 | 09:00 | 09:45 | 10:30 | 11:15 | 12:00 | 01:30 | 01:06 |
 | Arcane Ring | 1 | 12.50% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Vambrace | 1 | 12.50% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 |
 | Spider Legs | 1 | 12.50% | 0.0 | 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 | 1 | 12.50% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Tumbler's Toy | 1 | 12.50% | 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 |