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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 | |
 | Crystalys | 4 | 28.57% | 100.0 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 34:52 | 26:38 | 26:38 | 32:16 | 36:17 | 44:16 | 09:39 | 07:08 |
 | Silver Edge | 4 | 28.57% | 96.3 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 36:12 | 30:46 | 30:46 | 32:49 | 36:45 | 44:26 | 05:59 | 04:25 |
 | Manta Style | 7 | 50.00% | 92.6 | 85.71% | +71.42% | +14.29% | +14.29% | 0.00% | 22:24 | 17:33 | 19:18 | 19:52 | 21:06 | 30:01 | 01:48 | 01:20 |
 | Black King Bar | 8 | 57.14% | 88.9 | 75.00% | +58.33% | +25.00% | +25.00% | 0.00% | 28:14 | 20:47 | 23:52 | 24:07 | 24:24 | 55:35 | 00:32 | 00:23 |
 | Yasha | 9 | 64.29% | 85.2 | 66.67% | +46.67% | -16.67% | +33.33% | 25.21% | 15:31 | 13:08 | 13:49 | 15:43 | 15:48 | 17:44 | 01:59 | 01:28 |
 | Fluffy Hat | 10 | 71.43% | 81.5 | 60.00% | +35.00% | -26.67% | -10.00% | 1.52% | 22:58 | 13:51 | 16:29 | 20:11 | 27:29 | 44:43 | 11:00 | 08:08 |
 | Hurricane Pike | 10 | 71.43% | 77.8 | 60.00% | +35.00% | -26.67% | -10.00% | 1.56% | 24:22 | 16:03 | 17:18 | 21:44 | 27:58 | 44:51 | 10:40 | 07:54 |
 | Force Staff | 10 | 71.43% | 74.1 | 60.00% | +35.00% | -26.67% | -10.00% | 1.60% | 23:58 | 15:20 | 17:04 | 21:31 | 27:29 | 44:43 | 10:25 | 07:42 |
 | Boots of Speed | 14 | 100.00% | 70.4 | 50.00% | +50.00% | 0.00% | +16.67% | 5.92% | 04:49 | 02:42 | 03:17 | 04:20 | 06:06 | 09:02 | 02:49 | 02:05 |
 | Power Treads | 14 | 100.00% | 66.7 | 50.00% | +50.00% | 0.00% | -16.67% | -11.11% | 07:17 | 05:08 | 06:38 | 07:23 | 08:08 | 09:52 | 01:30 | 01:06 |
 | Dragon Lance | 14 | 100.00% | 63.0 | 50.00% | +50.00% | -25.00% | +16.67% | 41.67% | 11:57 | 09:41 | 11:38 | 11:52 | 12:19 | 14:56 | 00:41 | 00:30 |
 | Magic Stick | 9 | 64.29% | 59.3 | 55.56% | +15.56% | +44.44% | -55.56% | -100.00% | 02:16 | -01:29 | -01:29 | 01:02 | 01:52 | 11:58 | 03:21 | 02:28 |
 | Eye of Skadi | 7 | 50.00% | 55.6 | 57.14% | +14.28% | -7.14% | -7.14% | 0.00% | 33:28 | 25:18 | 27:42 | 34:45 | 35:05 | 41:00 | 07:23 | 05:28 |
 | Shadow Blade | 7 | 50.00% | 51.9 | 57.14% | +14.28% | -57.14% | +42.86% | 0.00% | 28:41 | 19:15 | 22:31 | 29:54 | 30:35 | 42:21 | 08:04 | 05:58 |
 | Magic Wand | 11 | 78.57% | 48.1 | 45.45% | -21.22% | -12.12% | -12.12% | 0.00% | 04:47 | -01:29 | 02:04 | 02:42 | 08:17 | 12:20 | 06:13 | 04:36 |
 | Quelling Blade | 8 | 57.14% | 44.4 | 50.00% | 0.00% | 0.00% | -50.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 |
 | Wraith Band | 8 | 57.14% | 40.7 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 01:11 | 01:24 | 01:38 | 02:37 | 03:18 | 01:13 | 00:54 |
 | Aghanim's Shard | 6 | 42.86% | 37.0 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 26:24 | 15:44 | 18:48 | 22:17 | 36:08 | 38:27 | 17:20 | 12:50 |
 | Ring of Basilius | 3 | 21.43% | 33.3 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 07:19 | 06:10 | 06:10 | 07:29 | 08:18 | 08:18 | 02:08 | 01:34 |
 | Blink Dagger | 4 | 28.57% | 29.6 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 35:17 | 26:53 | 26:53 | 30:21 | 35:18 | 48:34 | 08:25 | 06:14 |
 | Daedalus | 1 | 7.14% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:20 | 51:20 | 51:20 | 51:20 | 51:20 | 51:20 | 00:00 | 00:00 |
 | Moon Shard | 1 | 7.14% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:44 | 60:44 | 60:44 | 60:44 | 60:44 | 60:44 | 00:00 | 00:00 |
 | Butterfly | 2 | 14.29% | 18.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 35:04 | 34:44 | 34:44 | 35:24 | 35:24 | 35:24 | 00:40 | 00:29 |
 | Wind Lace | 1 | 7.14% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 14.29% | 11.1 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 34:46 | 31:08 | 31:08 | 38:23 | 38:23 | 38:23 | 07:15 | 05:22 |
 | Void Stone | 2 | 14.29% | 7.4 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 34:42 | 31:05 | 31:05 | 38:19 | 38:19 | 38:19 | 07:14 | 05:21 |
 | Ring of Health | 2 | 14.29% | 3.7 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 34:36 | 31:05 | 31:05 | 38:06 | 38:06 | 38:06 | 07:01 | 05:11 |