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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 | |
 | Aghanim's Scepter | 4 | 15.38% | 100.0 | 100.00% | +59.09% | 0.00% | 0.00% | 0.00% | 31:38 | 29:44 | 29:44 | 29:49 | 30:15 | 36:42 | 00:31 | 00:22 |
 | Orb of Venom | 10 | 38.46% | 97.1 | 70.00% | +32.50% | +30.00% | +30.00% | 0.00% | 03:33 | 00:51 | 01:21 | 01:36 | 03:16 | 16:28 | 01:55 | 01:25 |
 | Fluffy Hat | 10 | 38.46% | 94.3 | 70.00% | +32.50% | -36.67% | +30.00% | 21.51% | 05:01 | 01:50 | 02:11 | 04:06 | 05:17 | 16:28 | 03:06 | 02:17 |
 | Orb of Corrosion | 10 | 38.46% | 91.4 | 70.00% | +32.50% | -3.33% | +30.00% | 13.24% | 05:48 | 02:36 | 03:08 | 05:24 | 05:39 | 16:28 | 02:31 | 01:51 |
 | Blight Stone | 23 | 88.46% | 88.6 | 56.52% | +56.52% | -23.19% | -6.52% | 1.11% | 07:58 | -01:29 | -01:29 | 02:20 | 16:28 | 30:27 | 17:57 | 13:17 |
 | Black King Bar | 23 | 88.46% | 85.7 | 56.52% | +56.52% | +10.15% | -6.52% | -7.25% | 22:07 | 17:26 | 20:26 | 21:28 | 22:44 | 28:48 | 02:18 | 01:42 |
 | Magic Stick | 22 | 84.62% | 82.9 | 54.55% | +29.55% | +12.12% | -14.55% | -26.67% | -00:01 | -01:29 | -01:29 | -01:29 | 01:21 | 06:54 | 02:50 | 02:05 |
 | Skull Basher | 13 | 50.00% | 80.0 | 61.54% | +23.08% | +5.13% | -28.21% | -4.33% | 30:23 | 25:39 | 26:02 | 28:42 | 33:44 | 37:22 | 07:42 | 05:42 |
 | Aghanim's Shard | 11 | 42.31% | 77.1 | 63.64% | +23.64% | -30.31% | +3.03% | 8.44% | 26:41 | 23:12 | 23:28 | 25:53 | 27:25 | 37:36 | 03:57 | 02:55 |
 | Abyssal Blade | 5 | 19.23% | 74.3 | 80.00% | +37.14% | +20.00% | +20.00% | 0.00% | 40:11 | 28:56 | 28:56 | 37:10 | 38:54 | 59:23 | 09:58 | 07:22 |
 | Vanguard | 5 | 19.23% | 71.4 | 80.00% | +37.14% | +20.00% | +20.00% | 0.00% | 40:04 | 28:43 | 28:43 | 36:54 | 38:54 | 59:16 | 10:11 | 07:32 |
 | Ring of Health | 26 | 100.00% | 68.6 | 50.00% | +50.00% | -21.43% | 0.00% | 3.54% | 07:07 | 02:15 | 03:51 | 04:55 | 09:54 | 17:20 | 06:03 | 04:28 |
 | Void Stone | 26 | 100.00% | 65.7 | 50.00% | +50.00% | -7.14% | -33.33% | -9.82% | 13:03 | 07:57 | 12:02 | 13:18 | 14:42 | 16:50 | 02:40 | 01:58 |
 | Power Treads | 26 | 100.00% | 62.9 | 50.00% | +50.00% | -7.14% | -16.67% | -3.16% | 09:26 | 05:15 | 07:37 | 08:17 | 10:38 | 16:28 | 03:01 | 02:14 |
 | Quelling Blade | 26 | 100.00% | 60.0 | 50.00% | +50.00% | -7.14% | 0.00% | 0.00% | -01:00 | -01:29 | -01:29 | -01:29 | -01:29 | 11:09 | 00:00 | 00:00 |
 | Boots of Speed | 26 | 100.00% | 57.1 | 50.00% | +50.00% | -21.43% | -16.67% | 1.73% | 07:28 | 03:27 | 05:49 | 06:44 | 08:34 | 15:19 | 02:45 | 02:02 |
 | Battle Fury | 26 | 100.00% | 54.3 | 50.00% | +50.00% | -7.14% | -16.67% | -3.31% | 14:58 | 10:54 | 13:29 | 14:56 | 16:22 | 18:23 | 02:53 | 02:08 |
 | Magic Wand | 16 | 61.54% | 51.4 | 56.25% | +16.25% | +43.75% | -56.25% | -23.17% | 07:13 | -01:29 | 03:27 | 04:18 | 07:46 | 32:30 | 04:19 | 03:11 |
 | Desolator | 17 | 65.38% | 48.6 | 52.94% | +8.50% | +47.06% | -52.94% | -18.13% | 24:43 | 18:00 | 21:03 | 24:56 | 26:34 | 33:12 | 05:31 | 04:05 |
 | Yasha | 4 | 15.38% | 45.7 | 75.00% | +29.55% | -75.00% | +25.00% | 0.00% | 20:48 | 16:06 | 16:06 | 18:52 | 22:44 | 25:28 | 06:38 | 04:54 |
 | Refresher Orb | 2 | 7.69% | 42.9 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 42:19 | 33:20 | 33:20 | 51:18 | 51:18 | 51:18 | 17:58 | 13:18 |
 | Manta Style | 2 | 7.69% | 40.0 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 24:11 | 22:36 | 22:36 | 25:46 | 25:46 | 25:46 | 03:10 | 02:20 |
 | Satanic | 5 | 19.23% | 37.1 | 60.00% | +12.38% | +40.00% | -60.00% | 0.00% | 34:40 | 25:17 | 25:17 | 33:30 | 35:47 | 46:18 | 10:30 | 07:46 |
 | Morbid Mask | 5 | 19.23% | 34.3 | 60.00% | +12.38% | +40.00% | -60.00% | 0.00% | 34:11 | 24:00 | 24:00 | 33:14 | 35:39 | 46:12 | 11:39 | 08:37 |
 | Linken's Sphere | 3 | 11.54% | 31.4 | 66.67% | +18.84% | +33.33% | 0.00% | 0.00% | 38:09 | 33:08 | 33:08 | 40:27 | 40:52 | 40:52 | 07:44 | 05:43 |
 | Eye of Skadi | 3 | 11.54% | 28.6 | 66.67% | +18.84% | -66.67% | 0.00% | 0.00% | 33:37 | 30:01 | 30:01 | 30:25 | 40:26 | 40:26 | 10:25 | 07:42 |
 | Wraith Band | 7 | 26.92% | 25.7 | 42.86% | -9.77% | +7.14% | +7.14% | 0.00% | 04:58 | 01:20 | 02:04 | 02:08 | 02:32 | 19:08 | 00:28 | 00:20 |
 | Aeon Disk | 1 | 3.85% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 3.85% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 00:00 | 00:00 |
 | Sange | 1 | 3.85% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 23:25 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 3.85% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:02 | 26:02 | 26:02 | 26:02 | 26:02 | 26:02 | 00:00 | 00:00 |
 | Javelin | 1 | 3.85% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.85% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 00:00 | 00:00 |
 | Nullifier | 2 | 7.69% | 5.7 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 30:31 | 28:25 | 28:25 | 32:37 | 32:37 | 32:37 | 04:12 | 03:06 |
 | Helm of Iron Will | 2 | 7.69% | 2.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 30:08 | 28:14 | 28:14 | 32:02 | 32:02 | 32:02 | 03:48 | 02:48 |