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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 | 38.46% | 100.0 | 100.00% | +87.50% | 0.00% | 0.00% | 0.00% | 32:14 | 26:35 | 26:35 | 33:07 | 33:40 | 35:18 | 07:05 | 05:14 |
 | Kaya | 8 | 61.54% | 96.6 | 62.50% | +42.50% | -12.50% | +37.50% | 4.85% | 21:15 | 11:13 | 14:39 | 20:28 | 24:58 | 29:31 | 10:19 | 07:38 |
 | Kaya and Sange | 6 | 46.15% | 93.1 | 66.67% | +38.10% | -16.67% | +33.33% | 0.00% | 20:38 | 14:57 | 16:50 | 18:18 | 25:16 | 28:01 | 08:26 | 06:14 |
 | Quelling Blade | 11 | 84.62% | 89.7 | 54.55% | +54.55% | -21.22% | -54.55% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 15.38% | 86.2 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 20:00 | 19:34 | 19:34 | 20:26 | 20:26 | 20:26 | 00:52 | 00:38 |
 | Void Stone | 12 | 92.31% | 82.8 | 50.00% | +50.00% | -16.67% | -16.67% | 0.00% | 18:15 | 11:11 | 12:48 | 17:01 | 19:56 | 32:44 | 07:08 | 05:17 |
 | Magic Stick | 12 | 92.31% | 79.3 | 50.00% | +50.00% | +16.67% | +16.67% | 0.00% | 03:34 | -01:29 | 01:55 | 02:38 | 05:31 | 08:33 | 03:36 | 02:40 |
 | Ring of Protection | 13 | 100.00% | 75.9 | 46.15% | +46.15% | +20.52% | -46.15% | -57.97% | 00:31 | -01:29 | -01:29 | -01:29 | 02:38 | 04:08 | 04:07 | 03:02 |
 | Boots of Speed | 13 | 100.00% | 72.4 | 46.15% | +46.15% | +20.52% | -46.15% | -25.98% | 05:27 | 02:46 | 03:30 | 05:12 | 06:04 | 10:14 | 02:34 | 01:54 |
 | Arcane Boots | 13 | 100.00% | 69.0 | 46.15% | +46.15% | -12.82% | -46.15% | -25.00% | 07:49 | 05:44 | 06:53 | 07:55 | 08:13 | 11:31 | 01:20 | 00:59 |
 | Soul Ring | 13 | 100.00% | 65.5 | 46.15% | +46.15% | +20.52% | +20.52% | 0.00% | 03:41 | 02:30 | 02:53 | 03:34 | 04:15 | 04:48 | 01:22 | 01:00 |
 | Magic Wand | 13 | 100.00% | 62.1 | 46.15% | +46.15% | -12.82% | +20.52% | 11.18% | 07:05 | -01:29 | 06:09 | 08:02 | 09:08 | 10:08 | 02:59 | 02:12 |
 | Sange | 10 | 76.92% | 58.6 | 50.00% | +16.67% | +16.67% | 0.00% | -2.72% | 18:40 | 11:04 | 14:34 | 17:54 | 20:42 | 29:28 | 06:08 | 04:32 |
 | Ring of Health | 12 | 92.31% | 55.2 | 41.67% | -58.33% | -8.34% | -41.67% | -13.51% | 13:04 | 09:17 | 10:17 | 11:17 | 12:45 | 22:01 | 02:28 | 01:49 |
 | Lotus Orb | 10 | 76.92% | 51.7 | 40.00% | -26.67% | +26.67% | -40.00% | -11.49% | 20:23 | 13:15 | 17:27 | 19:56 | 23:15 | 25:23 | 05:48 | 04:17 |
 | Hood of Defiance | 7 | 53.85% | 48.3 | 42.86% | -7.14% | -42.86% | +7.14% | 26.09% | 10:58 | 09:19 | 09:37 | 11:08 | 11:32 | 12:48 | 01:55 | 01:25 |
 | Eul's Scepter of Divinity | 4 | 30.77% | 44.8 | 50.00% | +5.56% | -50.00% | +50.00% | 0.00% | 16:18 | 14:11 | 14:11 | 14:46 | 18:05 | 18:09 | 03:54 | 02:53 |
 | Wind Lace | 4 | 30.77% | 41.4 | 50.00% | +5.56% | -50.00% | +50.00% | 0.00% | 13:56 | 08:36 | 08:36 | 12:43 | 16:45 | 17:40 | 08:09 | 06:02 |
 | Vanguard | 1 | 7.69% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:45 | 11:45 | 11:45 | 11:45 | 11:45 | 11:45 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 7.69% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 7.69% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 00:00 | 00:00 |
 | Bracer | 7 | 53.85% | 27.6 | 28.57% | -38.10% | -28.57% | -28.57% | 0.00% | 02:08 | 00:58 | 01:16 | 02:20 | 02:22 | 03:21 | 01:06 | 00:48 |
 | Aghanim's Scepter | 2 | 15.38% | 24.1 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 34:06 | 26:50 | 26:50 | 41:21 | 41:21 | 41:21 | 14:31 | 10:45 |
 | Pipe of Insight | 2 | 15.38% | 20.7 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 15:36 | 14:28 | 14:28 | 16:43 | 16:43 | 16:43 | 02:15 | 01:40 |
 | Scythe of Vyse | 2 | 15.38% | 17.2 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 36:47 | 35:50 | 35:50 | 37:44 | 37:44 | 37:44 | 01:54 | 01:24 |
 | Headdress | 2 | 15.38% | 13.8 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 12:51 | 11:11 | 11:11 | 14:31 | 14:31 | 14:31 | 03:20 | 02:28 |
 | Heaven's Halberd | 3 | 23.08% | 10.3 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 20:25 | 16:30 | 16:30 | 20:01 | 24:43 | 24:43 | 08:13 | 06:05 |
 | Orb of Venom | 1 | 7.69% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:22 | 01:22 | 01:22 | 01:22 | 01:22 | 01:22 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 7.69% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |