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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 | |
 | Hood of Defiance | 4 | 50.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 13:01 | 07:22 | 07:22 | 09:13 | 17:10 | 18:20 | 09:48 | 07:15 |
 | Quelling Blade | 6 | 75.00% | 96.2 | 66.67% | +66.67% | -16.67% | +33.33% | 0.00% | 01:11 | -01:29 | -01:29 | -01:29 | -01:29 | 14:31 | 00:00 | 00:00 |
 | Aghanim's Scepter | 4 | 50.00% | 92.3 | 75.00% | +50.00% | +25.00% | -75.00% | -12.66% | 37:59 | 31:04 | 31:04 | 34:17 | 38:58 | 47:38 | 07:54 | 05:51 |
 | Ring of Health | 8 | 100.00% | 88.5 | 50.00% | +50.00% | 0.00% | -50.00% | -30.93% | 08:59 | 03:37 | 03:55 | 04:20 | 05:32 | 39:50 | 01:37 | 01:11 |
 | Bracer | 8 | 100.00% | 84.6 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 02:02 | -01:29 | 01:17 | 02:21 | 02:53 | 03:56 | 01:36 | 01:11 |
 | Blink Dagger | 8 | 100.00% | 80.8 | 50.00% | +50.00% | 0.00% | -50.00% | -14.35% | 13:15 | 11:19 | 11:35 | 12:53 | 15:04 | 15:28 | 03:29 | 02:34 |
 | Boots of Speed | 8 | 100.00% | 76.9 | 50.00% | +50.00% | 0.00% | -50.00% | -20.55% | 07:09 | 02:54 | 06:01 | 07:04 | 08:27 | 09:42 | 02:26 | 01:48 |
 | Black King Bar | 6 | 75.00% | 73.1 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 29:29 | 22:38 | 25:03 | 26:57 | 33:30 | 38:45 | 08:27 | 06:15 |
 | Magic Stick | 4 | 50.00% | 69.2 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 04:58 | -01:29 | -01:29 | 02:08 | 02:24 | 16:48 | 03:53 | 02:52 |
 | Vanguard | 5 | 62.50% | 65.4 | 40.00% | -26.67% | +60.00% | +60.00% | 0.00% | 07:26 | 06:25 | 06:25 | 07:20 | 07:56 | 08:33 | 01:31 | 01:07 |
 | Heaven's Halberd | 1 | 12.50% | 61.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Sange | 1 | 12.50% | 57.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 12.50% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 00:00 | 00:00 |
 | Headdress | 1 | 12.50% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 12.50% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 |
 | Overwhelming Blink | 2 | 25.00% | 42.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 22:13 | 20:43 | 20:43 | 23:42 | 23:42 | 23:42 | 02:59 | 02:12 |
 | Aghanim's Shard | 2 | 25.00% | 38.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 29:41 | 26:25 | 26:25 | 32:56 | 32:56 | 32:56 | 06:31 | 04:49 |
 | Chainmail | 3 | 37.50% | 34.6 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 13:05 | 08:06 | 08:06 | 13:32 | 17:36 | 17:36 | 09:30 | 07:02 |
 | Phase Boots | 3 | 37.50% | 30.8 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 14:13 | 11:01 | 11:01 | 14:02 | 17:36 | 17:36 | 06:35 | 04:52 |
 | Void Stone | 3 | 37.50% | 26.9 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 41:31 | 36:13 | 36:13 | 39:50 | 48:30 | 48:30 | 12:17 | 09:05 |
 | Magic Wand | 3 | 37.50% | 23.1 | 33.33% | -26.67% | +66.67% | 0.00% | 0.00% | 10:30 | 04:24 | 04:24 | 10:18 | 16:48 | 16:48 | 12:24 | 09:11 |
 | Refresher Orb | 1 | 12.50% | 19.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 12.50% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 12.50% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 12.50% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Wind Lace | 1 | 12.50% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:35 | 13:35 | 13:35 | 13:35 | 13:35 | 13:35 | 00:00 | 00:00 |