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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 | |
 | Quelling Blade | 6 | 75.00% | 100.0 | 66.67% | +66.67% | +33.33% | -66.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Eye of Skadi | 2 | 25.00% | 97.1 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 28:55 | 24:45 | 24:45 | 33:05 | 33:05 | 33:05 | 08:20 | 06:10 |
 | Wraith Band | 2 | 25.00% | 94.3 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 07:46 | 07:40 | 07:40 | 07:52 | 07:52 | 07:52 | 00:12 | 00:08 |
 | Aghanim's Scepter | 2 | 25.00% | 91.4 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 29:11 | 28:48 | 28:48 | 29:33 | 29:33 | 29:33 | 00:45 | 00:33 |
 | Abyssal Blade | 4 | 50.00% | 88.6 | 75.00% | +50.00% | -75.00% | +25.00% | 7.37% | 37:46 | 28:23 | 28:23 | 35:07 | 41:57 | 45:37 | 13:34 | 10:02 |
 | Magic Wand | 7 | 87.50% | 85.7 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | 13:09 | 07:13 | 07:40 | 10:25 | 13:55 | 24:57 | 06:15 | 04:37 |
 | Vanguard | 7 | 87.50% | 82.9 | 57.14% | +57.14% | +42.86% | -7.14% | -20.98% | 14:34 | 05:00 | 05:26 | 07:39 | 07:49 | 41:53 | 02:23 | 01:45 |
 | Boots of Speed | 8 | 100.00% | 80.0 | 50.00% | +50.00% | 0.00% | -50.00% | -15.54% | 07:18 | 04:25 | 05:40 | 05:58 | 08:53 | 09:51 | 03:13 | 02:22 |
 | Magic Stick | 8 | 100.00% | 77.1 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | -00:01 | -01:29 | -01:29 | -01:29 | -01:28 | 06:47 | 00:01 | 00:00 |
 | Ring of Health | 8 | 100.00% | 74.3 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 11:01 | 02:29 | 02:32 | 02:57 | 03:50 | 41:53 | 01:18 | 00:57 |
 | Power Treads | 8 | 100.00% | 71.4 | 50.00% | +50.00% | 0.00% | -50.00% | -9.71% | 09:59 | 06:15 | 06:24 | 10:01 | 11:33 | 13:52 | 05:09 | 03:48 |
 | Skull Basher | 5 | 62.50% | 68.6 | 60.00% | +26.67% | -60.00% | +40.00% | 5.73% | 33:27 | 24:01 | 24:01 | 33:28 | 41:29 | 43:04 | 17:28 | 12:56 |
 | Yasha | 5 | 62.50% | 65.7 | 60.00% | +26.67% | +40.00% | +40.00% | 0.00% | 18:05 | 15:34 | 15:34 | 18:28 | 18:33 | 20:30 | 02:59 | 02:12 |
 | Manta Style | 5 | 62.50% | 62.9 | 60.00% | +26.67% | +40.00% | +40.00% | 0.00% | 20:59 | 17:39 | 17:39 | 21:20 | 22:18 | 22:37 | 04:39 | 03:26 |
 | Butterfly | 3 | 37.50% | 60.0 | 66.67% | +26.67% | +33.33% | 0.00% | -3.92% | 34:01 | 29:46 | 29:46 | 34:01 | 38:16 | 38:16 | 08:30 | 06:17 |
 | Cornucopia | 4 | 50.00% | 57.1 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 14:41 | 03:54 | 03:54 | 05:21 | 12:22 | 37:06 | 08:28 | 06:16 |
 | Radiance | 1 | 12.50% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 12.50% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 12.50% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 12.50% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 12.50% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 12.50% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:30 | 26:30 | 26:30 | 26:30 | 26:30 | 26:30 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 12.50% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 00:00 | 00:00 |
 | Battle Fury | 3 | 37.50% | 34.3 | 33.33% | -26.67% | +66.67% | 0.00% | -16.33% | 14:36 | 12:15 | 12:15 | 15:13 | 16:20 | 16:20 | 04:05 | 03:01 |
 | Sange | 3 | 37.50% | 31.4 | 33.33% | -26.67% | +66.67% | 0.00% | -13.03% | 22:30 | 19:06 | 19:06 | 24:10 | 24:13 | 24:13 | 05:07 | 03:47 |
 | Heaven's Halberd | 3 | 37.50% | 28.6 | 33.33% | -26.67% | +66.67% | 0.00% | -11.33% | 25:34 | 22:42 | 22:42 | 25:25 | 28:35 | 28:35 | 05:53 | 04:21 |
 | Fluffy Hat | 1 | 12.50% | 25.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 12.50% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:39 | 02:39 | 02:39 | 02:39 | 02:39 | 02:39 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 12.50% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 00:00 | 00:00 |
 | Crimson Guard | 2 | 25.00% | 17.1 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 18:45 | 18:01 | 18:01 | 19:29 | 19:29 | 19:29 | 01:28 | 01:05 |
 | Blight Stone | 1 | 12.50% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 00:00 | 00:00 |
 | Orb of Venom | 3 | 37.50% | 11.4 | 0.00% | -80.00% | 0.00% | 0.00% | 0.00% | 04:17 | -01:29 | -01:29 | 06:14 | 08:05 | 08:05 | 09:34 | 07:05 |
 | Buckler | 1 | 12.50% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 12.50% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 25.00% | 2.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 15:55 | 15:34 | 15:34 | 16:16 | 16:16 | 16:16 | 00:42 | 00:31 |