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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 | |
 | Black King Bar | 5 | 55.56% | 100.0 | 80.00% | +55.00% | +20.00% | +20.00% | 0.00% | 37:36 | 25:08 | 25:08 | 30:39 | 42:55 | 59:34 | 17:47 | 13:10 |
 | Phase Boots | 6 | 66.67% | 97.3 | 66.67% | +33.34% | +33.33% | -66.67% | -11.09% | 20:21 | 08:50 | 12:56 | 14:14 | 21:57 | 44:51 | 09:01 | 06:40 |
 | Chainmail | 6 | 66.67% | 94.6 | 66.67% | +33.34% | +33.33% | -66.67% | -10.83% | 19:05 | 04:40 | 12:08 | 13:23 | 21:22 | 44:19 | 09:14 | 06:50 |
 | Scythe of Vyse | 2 | 22.22% | 91.9 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 43:56 | 34:47 | 34:47 | 53:04 | 53:04 | 53:04 | 18:17 | 13:32 |
 | Headdress | 2 | 22.22% | 89.2 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 16:12 | 13:43 | 13:43 | 18:41 | 18:41 | 18:41 | 04:58 | 03:40 |
 | Pipe of Insight | 2 | 22.22% | 86.5 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 17:36 | 14:58 | 14:58 | 20:14 | 20:14 | 20:14 | 05:16 | 03:54 |
 | Void Stone | 2 | 22.22% | 83.8 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 43:46 | 34:35 | 34:35 | 52:56 | 52:56 | 52:56 | 18:21 | 13:35 |
 | Vanguard | 2 | 22.22% | 81.1 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 05:15 | 05:06 | 05:06 | 05:23 | 05:23 | 05:23 | 00:17 | 00:12 |
 | Ring of Health | 2 | 22.22% | 78.4 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 02:37 | 02:36 | 02:36 | 02:37 | 02:37 | 02:37 | 00:01 | 00:00 |
 | Quelling Blade | 2 | 22.22% | 75.7 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 22.22% | 73.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 11:15 | 11:07 | 11:07 | 11:22 | 11:22 | 11:22 | 00:15 | 00:11 |
 | Magic Stick | 9 | 100.00% | 70.3 | 55.56% | +55.56% | -5.56% | +44.44% | 25.42% | 01:53 | -01:29 | -01:29 | -01:27 | 03:27 | 12:12 | 04:56 | 03:39 |
 | Boots of Speed | 9 | 100.00% | 67.6 | 55.56% | +55.56% | -5.56% | -55.56% | -14.42% | 06:04 | 02:58 | 04:04 | 06:13 | 07:32 | 09:01 | 03:28 | 02:34 |
 | Magic Wand | 7 | 77.78% | 64.9 | 57.14% | +7.14% | -57.14% | -7.14% | 15.54% | 07:29 | 02:12 | 05:04 | 08:15 | 08:17 | 12:21 | 03:13 | 02:22 |
 | Fluffy Hat | 8 | 88.89% | 62.2 | 50.00% | -50.00% | 0.00% | +50.00% | 14.42% | 12:56 | 10:04 | 10:07 | 11:52 | 13:35 | 19:31 | 03:28 | 02:34 |
 | Wind Lace | 6 | 66.67% | 59.5 | 50.00% | -16.67% | 0.00% | +50.00% | 15.79% | 08:58 | 05:13 | 06:08 | 08:45 | 09:18 | 15:19 | 03:10 | 02:20 |
 | Buckler | 3 | 33.33% | 56.8 | 66.67% | +16.67% | -66.67% | 0.00% | 3.82% | 26:52 | 19:10 | 19:10 | 24:49 | 36:36 | 36:36 | 17:26 | 12:54 |
 | Ring of Protection | 3 | 33.33% | 54.1 | 66.67% | +16.67% | -66.67% | 0.00% | 1.90% | 19:59 | -01:28 | -01:28 | 24:49 | 36:35 | 36:35 | 38:03 | 28:11 |
 | Force Staff | 7 | 77.78% | 51.4 | 42.86% | -57.14% | +7.14% | -42.86% | -14.15% | 20:17 | 16:21 | 18:35 | 19:35 | 22:07 | 24:39 | 03:32 | 02:37 |
 | Abyssal Blade | 1 | 11.11% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:42 | 57:42 | 57:42 | 57:42 | 57:42 | 57:42 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 11.11% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:58 | 16:58 | 16:58 | 16:58 | 16:58 | 16:58 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 11.11% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Skull Basher | 1 | 11.11% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:07 | 57:07 | 57:07 | 57:07 | 57:07 | 57:07 | 00:00 | 00:00 |
 | Moon Shard | 1 | 11.11% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:05 | 1:01:05 | 1:01:05 | 1:01:05 | 1:01:05 | 1:01:05 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 11.11% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 11.11% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 11.11% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 11.11% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:52 | 11:52 | 11:52 | 11:52 | 11:52 | 11:52 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 11.11% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 11.11% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Blight Stone | 1 | 11.11% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 00:00 | 00:00 |
 | Wraith Pact | 2 | 22.22% | 16.2 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 31:13 | 28:07 | 28:07 | 34:19 | 34:19 | 34:19 | 06:12 | 04:35 |
 | Vladmir's Offering | 2 | 22.22% | 13.5 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 26:59 | 24:10 | 24:10 | 29:48 | 29:48 | 29:48 | 05:38 | 04:10 |
 | Ring of Basilius | 2 | 22.22% | 10.8 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 18:19 | 11:48 | 11:48 | 24:49 | 24:49 | 24:49 | 13:01 | 09:38 |
 | Morbid Mask | 2 | 22.22% | 8.1 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 26:00 | 23:30 | 23:30 | 28:30 | 28:30 | 28:30 | 05:00 | 03:42 |
 | Tranquil Boots | 1 | 11.11% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 11.11% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:28 | 48:28 | 48:28 | 48:28 | 48:28 | 48:28 | 00:00 | 00:00 |