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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 | |
 | Magic Stick | 5 | 55.56% | 100.0 | 60.00% | +60.00% | -60.00% | +40.00% | 33.71% | 03:01 | -01:29 | -01:29 | 00:43 | 04:27 | 12:51 | 05:56 | 04:23 |
 | Wraith Band | 6 | 66.67% | 96.8 | 50.00% | +50.00% | 0.00% | +50.00% | 50.00% | 01:49 | 01:25 | 01:34 | 01:44 | 01:46 | 02:42 | 00:12 | 00:08 |
 | Heart of Tarrasque | 7 | 77.78% | 93.5 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 26:47 | 22:12 | 25:33 | 27:18 | 27:22 | 30:23 | 01:49 | 01:20 |
 | Orchid Malevolence | 8 | 88.89% | 90.3 | 37.50% | +37.50% | +62.50% | -37.50% | -9.63% | 25:40 | 17:34 | 20:13 | 24:11 | 30:36 | 33:24 | 10:23 | 07:41 |
 | Quelling Blade | 8 | 88.89% | 87.1 | 37.50% | +37.50% | +12.50% | +12.50% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Void Stone | 8 | 88.89% | 83.9 | 37.50% | +37.50% | +12.50% | -37.50% | -4.02% | 24:40 | 14:45 | 18:09 | 23:46 | 30:36 | 32:06 | 12:27 | 09:13 |
 | Boots of Speed | 9 | 100.00% | 80.6 | 33.33% | +33.33% | +16.67% | -33.33% | -29.41% | 04:27 | 01:39 | 03:43 | 04:45 | 05:25 | 05:54 | 01:42 | 01:15 |
 | Manta Style | 9 | 100.00% | 77.4 | 33.33% | +33.33% | +16.67% | -33.33% | -19.61% | 15:40 | 13:50 | 13:55 | 15:54 | 16:28 | 17:23 | 02:33 | 01:53 |
 | Power Treads | 9 | 100.00% | 74.2 | 33.33% | +33.33% | +16.67% | +16.67% | 0.00% | 06:13 | 04:43 | 04:50 | 05:50 | 06:30 | 08:45 | 01:40 | 01:14 |
 | Yasha | 9 | 100.00% | 71.0 | 33.33% | +33.33% | -33.33% | +16.67% | 37.04% | 12:13 | 11:11 | 11:19 | 12:05 | 12:40 | 14:30 | 01:21 | 01:00 |
 | Magic Wand | 4 | 44.44% | 67.7 | 50.00% | +30.00% | -50.00% | +50.00% | 9.19% | 06:38 | -01:29 | -01:29 | 02:46 | 12:22 | 12:51 | 13:51 | 10:15 |
 | Bloodthorn | 5 | 55.56% | 64.5 | 40.00% | +15.00% | -40.00% | +60.00% | 12.61% | 36:05 | 30:40 | 30:40 | 35:51 | 38:36 | 43:35 | 07:56 | 05:52 |
 | Mage Slayer | 5 | 55.56% | 61.3 | 40.00% | +15.00% | -40.00% | +60.00% | 11.01% | 35:20 | 29:12 | 29:12 | 35:37 | 38:17 | 43:03 | 09:05 | 06:43 |
 | Ring of Basilius | 6 | 66.67% | 58.1 | 33.33% | 0.00% | +16.67% | -33.33% | -41.10% | 06:38 | 05:10 | 05:49 | 06:17 | 07:02 | 09:04 | 01:13 | 00:54 |
 | Aghanim's Scepter | 6 | 66.67% | 54.8 | 33.33% | 0.00% | -33.33% | -33.33% | 0.00% | 33:09 | 20:48 | 21:01 | 21:22 | 36:00 | 1:08:01 | 14:59 | 11:05 |
 | Hand of Midas | 2 | 22.22% | 51.6 | 50.00% | +21.43% | +50.00% | 0.00% | 0.00% | 09:56 | 09:25 | 09:25 | 10:27 | 10:27 | 10:27 | 01:02 | 00:45 |
 | Butterfly | 3 | 33.33% | 48.4 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 32:16 | 25:18 | 25:18 | 35:18 | 36:12 | 36:12 | 10:54 | 08:04 |
 | Aghanim's Shard | 3 | 33.33% | 45.2 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 33:57 | 28:07 | 28:07 | 36:36 | 37:09 | 37:09 | 09:02 | 06:41 |
 | Aghanim's Blessing | 3 | 33.33% | 41.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 51:14 | 42:36 | 42:36 | 43:06 | 1:08:01 | 1:08:01 | 25:25 | 18:49 |
 | Moon Shard | 2 | 22.22% | 38.7 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 53:01 | 49:13 | 49:13 | 56:49 | 56:49 | 56:49 | 07:36 | 05:37 |
 | Swift Blink | 1 | 11.11% | 35.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:12 | 42:12 | 42:12 | 42:12 | 42:12 | 42:12 | 00:00 | 00:00 |
 | Wind Lace | 2 | 22.22% | 32.3 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 10:31 | 08:43 | 08:43 | 12:18 | 12:18 | 12:18 | 03:35 | 02:39 |
 | Blink Dagger | 1 | 11.11% | 29.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 40:22 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 11.11% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 49:32 | 00:00 | 00:00 |
 | Eye of Skadi | 3 | 33.33% | 22.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 26:06 | 19:52 | 19:52 | 23:21 | 35:05 | 35:05 | 15:13 | 11:16 |
 | Skull Basher | 1 | 11.11% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:20 | 48:20 | 48:20 | 48:20 | 48:20 | 48:20 | 00:00 | 00:00 |
 | Radiance | 1 | 11.11% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Vanguard | 1 | 11.11% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 11.11% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:25 | 55:25 | 55:25 | 55:25 | 55:25 | 55:25 | 00:00 | 00:00 |
 | Ring of Health | 1 | 11.11% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |
 | Black King Bar | 2 | 22.22% | 3.2 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 46:05 | 39:13 | 39:13 | 52:57 | 52:57 | 52:57 | 13:44 | 10:10 |