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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 | |
 | Vanguard | 5 | 17.86% | 100.0 | 80.00% | +71.30% | +20.00% | +20.00% | 0.00% | 38:31 | 27:46 | 27:46 | 36:08 | 41:28 | 53:26 | 13:42 | 10:08 |
 | Abyssal Blade | 5 | 17.86% | 97.1 | 80.00% | +71.30% | +20.00% | +20.00% | 0.00% | 38:53 | 27:59 | 27:59 | 36:24 | 41:28 | 53:41 | 13:29 | 09:59 |
 | Aghanim's Scepter | 4 | 14.29% | 94.3 | 75.00% | +62.50% | +25.00% | +25.00% | 0.00% | 34:16 | 30:25 | 30:25 | 30:49 | 36:12 | 39:37 | 05:47 | 04:17 |
 | Monkey King Bar | 2 | 7.14% | 91.4 | 100.00% | +84.62% | 0.00% | 0.00% | 0.00% | 24:45 | 23:24 | 23:24 | 26:05 | 26:05 | 26:05 | 02:41 | 01:59 |
 | Javelin | 2 | 7.14% | 88.6 | 100.00% | +84.62% | 0.00% | 0.00% | 0.00% | 21:52 | 20:49 | 20:49 | 22:55 | 22:55 | 22:55 | 02:06 | 01:33 |
 | Linken's Sphere | 2 | 7.14% | 85.7 | 100.00% | +84.62% | 0.00% | 0.00% | 0.00% | 29:49 | 27:10 | 27:10 | 32:28 | 32:28 | 32:28 | 05:18 | 03:55 |
 | Aghanim's Blessing | 2 | 7.14% | 82.9 | 100.00% | +84.62% | 0.00% | 0.00% | 0.00% | 41:45 | 36:12 | 36:12 | 47:17 | 47:17 | 47:17 | 11:05 | 08:12 |
 | Black King Bar | 23 | 82.14% | 80.0 | 26.09% | +26.09% | +57.24% | -9.42% | -27.78% | 22:05 | 17:39 | 20:21 | 21:38 | 22:45 | 30:14 | 02:24 | 01:46 |
 | Skull Basher | 13 | 46.43% | 77.1 | 30.77% | +17.44% | +2.56% | +35.90% | 9.53% | 30:59 | 22:46 | 27:28 | 29:31 | 30:58 | 52:46 | 03:30 | 02:35 |
 | Battle Fury | 27 | 96.43% | 74.3 | 22.22% | +22.22% | +20.64% | -22.22% | -21.08% | 15:41 | 12:41 | 14:45 | 15:53 | 16:47 | 18:35 | 02:02 | 01:30 |
 | Ring of Health | 27 | 96.43% | 71.4 | 22.22% | +22.22% | -7.93% | -22.22% | -3.38% | 08:53 | 02:37 | 05:44 | 07:40 | 09:58 | 18:27 | 04:14 | 03:08 |
 | Void Stone | 27 | 96.43% | 68.6 | 22.22% | +22.22% | -22.22% | -7.93% | 5.95% | 13:29 | 09:57 | 12:21 | 13:28 | 14:45 | 16:46 | 02:24 | 01:46 |
 | Power Treads | 28 | 100.00% | 65.7 | 21.43% | +21.43% | +21.43% | +7.14% | -4.03% | 08:36 | 04:18 | 06:19 | 07:27 | 09:52 | 18:38 | 03:33 | 02:37 |
 | Quelling Blade | 28 | 100.00% | 62.9 | 21.43% | +21.43% | +21.43% | -21.43% | 0.00% | -00:52 | -01:30 | -01:29 | -01:29 | -01:29 | 11:58 | 00:00 | 00:00 |
 | Boots of Speed | 28 | 100.00% | 60.0 | 21.43% | +21.43% | +7.14% | -7.14% | -4.37% | 06:22 | 02:22 | 04:30 | 05:43 | 07:46 | 14:41 | 03:16 | 02:25 |
 | Desolator | 14 | 50.00% | 57.1 | 28.57% | +14.28% | +21.43% | +4.76% | -3.43% | 26:43 | 17:06 | 23:19 | 26:01 | 28:11 | 46:52 | 04:52 | 03:36 |
 | Satanic | 4 | 14.29% | 54.3 | 50.00% | +33.33% | +50.00% | +50.00% | 0.00% | 35:52 | 31:59 | 31:59 | 34:58 | 36:39 | 39:53 | 04:40 | 03:27 |
 | Blight Stone | 23 | 82.14% | 51.4 | 21.74% | +1.74% | -5.07% | +11.59% | 1.12% | 08:22 | -01:30 | -01:29 | 01:52 | 16:18 | 46:52 | 17:47 | 13:10 |
 | Magic Wand | 23 | 82.14% | 48.6 | 21.74% | +1.74% | +11.59% | +11.59% | 0.00% | 08:06 | -01:29 | 03:04 | 06:27 | 11:23 | 34:32 | 08:19 | 06:09 |
 | Magic Stick | 23 | 82.14% | 45.7 | 21.74% | +1.74% | -5.07% | -5.07% | 0.00% | 00:17 | -01:30 | -01:29 | -01:29 | 00:55 | 07:35 | 02:24 | 01:46 |
 | Mage Slayer | 1 | 3.57% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 24:50 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.57% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 |
 | Morbid Mask | 5 | 17.86% | 37.1 | 40.00% | +22.61% | +60.00% | +60.00% | 0.00% | 34:22 | 30:22 | 30:22 | 34:08 | 36:31 | 39:37 | 06:09 | 04:33 |
 | Wraith Band | 2 | 7.14% | 34.3 | 50.00% | +30.77% | -50.00% | 0.00% | 0.00% | 02:09 | 01:40 | 01:40 | 02:38 | 02:38 | 02:38 | 00:58 | 00:42 |
 | Aghanim's Shard | 12 | 42.86% | 31.4 | 16.67% | -8.33% | -16.67% | +16.66% | 8.33% | 27:01 | 19:34 | 23:14 | 24:58 | 27:14 | 40:57 | 04:00 | 02:57 |
 | Orb of Venom | 13 | 46.43% | 28.6 | 15.38% | -11.29% | -15.38% | +17.95% | 24.69% | 01:25 | -01:29 | 00:57 | 01:43 | 02:18 | 04:04 | 01:21 | 01:00 |
 | Orb of Corrosion | 10 | 35.71% | 25.7 | 10.00% | -17.78% | -10.00% | -10.00% | 0.00% | 03:53 | 02:21 | 02:36 | 03:12 | 04:23 | 08:15 | 01:47 | 01:19 |
 | Fluffy Hat | 10 | 35.71% | 22.9 | 10.00% | -17.78% | +23.33% | -10.00% | -19.80% | 02:47 | 01:32 | 01:53 | 02:01 | 03:34 | 05:21 | 01:41 | 01:14 |
 | Eye of Skadi | 1 | 3.57% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 00:00 | 00:00 |
 | Manta Style | 1 | 3.57% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 00:00 | 00:00 |
 | Yasha | 1 | 3.57% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.57% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.57% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:47 | 43:47 | 43:47 | 43:47 | 43:47 | 43:47 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.57% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 00:00 | 00:00 |
 | Wind Lace | 1 | 3.57% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:34 | 15:34 | 15:34 | 15:34 | 15:34 | 15:34 | 00:00 | 00:00 |