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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 | |
 | Eye of Skadi | 5 | 71.43% | 100.0 | 40.00% | +40.00% | +60.00% | -40.00% | -39.74% | 22:25 | 20:15 | 20:15 | 22:31 | 22:46 | 24:56 | 02:31 | 01:51 |
 | Magic Wand | 5 | 71.43% | 97.1 | 40.00% | +40.00% | +60.00% | -40.00% | -53.57% | 02:10 | 00:45 | 00:45 | 02:00 | 02:37 | 04:14 | 01:52 | 01:22 |
 | Manta Style | 5 | 71.43% | 94.3 | 40.00% | +40.00% | -40.00% | +60.00% | 100.00% | 17:51 | 16:12 | 16:12 | 16:40 | 16:46 | 22:59 | 00:34 | 00:25 |
 | Boots of Travel | 1 | 14.29% | 91.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Magic Stick | 6 | 85.71% | 88.6 | 33.33% | +33.33% | +16.67% | -33.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Dragon Lance | 6 | 85.71% | 85.7 | 33.33% | +33.33% | +66.67% | -33.33% | -18.52% | 11:38 | 08:40 | 09:28 | 10:07 | 14:52 | 15:10 | 05:24 | 04:00 |
 | Yasha | 7 | 100.00% | 82.9 | 28.57% | +28.57% | -28.57% | -28.57% | 0.00% | 12:41 | 11:22 | 12:02 | 12:25 | 12:43 | 14:10 | 00:41 | 00:30 |
 | Boots of Speed | 7 | 100.00% | 80.0 | 28.57% | +28.57% | +21.43% | -28.57% | -20.41% | 03:18 | 01:45 | 01:53 | 02:39 | 04:20 | 06:11 | 02:27 | 01:48 |
 | Power Treads | 7 | 100.00% | 77.1 | 28.57% | +28.57% | +71.43% | -28.57% | -100.00% | 05:48 | 05:11 | 05:19 | 05:29 | 06:02 | 06:43 | 00:43 | 00:31 |
 | Quelling Blade | 7 | 100.00% | 74.3 | 28.57% | +28.57% | -28.57% | -28.57% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Black King Bar | 7 | 100.00% | 71.4 | 28.57% | +28.57% | +21.43% | -28.57% | -16.22% | 27:48 | 24:43 | 25:44 | 27:06 | 28:49 | 31:19 | 03:05 | 02:17 |
 | Daedalus | 3 | 42.86% | 68.6 | 33.33% | +8.33% | -33.33% | 0.00% | 2.72% | 32:04 | 25:28 | 25:28 | 33:01 | 37:42 | 37:42 | 12:14 | 09:03 |
 | Crystalys | 4 | 57.14% | 65.7 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 29:13 | 19:55 | 19:55 | 29:59 | 32:35 | 34:24 | 12:40 | 09:22 |
 | Fluffy Hat | 4 | 57.14% | 62.9 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 32:37 | 26:34 | 26:34 | 31:00 | 34:25 | 38:28 | 07:51 | 05:48 |
 | Hurricane Pike | 4 | 57.14% | 60.0 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 33:03 | 27:20 | 27:20 | 31:23 | 34:53 | 38:37 | 07:33 | 05:35 |
 | Force Staff | 4 | 57.14% | 57.1 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 32:45 | 27:08 | 27:08 | 31:00 | 34:25 | 38:28 | 07:17 | 05:23 |
 | Blink Dagger | 3 | 42.86% | 54.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 45:20 | 42:20 | 42:20 | 45:14 | 48:26 | 48:26 | 06:06 | 04:31 |
 | Ring of Basilius | 3 | 42.86% | 51.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 07:31 | 06:36 | 06:36 | 07:44 | 08:13 | 08:13 | 01:37 | 01:11 |
 | Silver Edge | 1 | 14.29% | 48.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |
 | Sange | 2 | 28.57% | 45.7 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 17:48 | 17:22 | 17:22 | 18:13 | 18:13 | 18:13 | 00:51 | 00:37 |
 | Satanic | 1 | 14.29% | 42.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 14.29% | 40.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 00:00 | 00:00 |
 | Swift Blink | 2 | 28.57% | 37.1 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 47:58 | 42:38 | 42:38 | 53:18 | 53:18 | 53:18 | 10:40 | 07:54 |
 | Divine Rapier | 1 | 14.29% | 34.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:29 | 1:04:29 | 1:04:29 | 1:04:29 | 1:04:29 | 1:04:29 | 00:00 | 00:00 |
 | Sange and Yasha | 2 | 28.57% | 31.4 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 18:06 | 17:38 | 17:38 | 18:34 | 18:34 | 18:34 | 00:56 | 00:41 |
 | Shadow Blade | 1 | 14.29% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:26 | 36:26 | 36:26 | 36:26 | 36:26 | 36:26 | 00:00 | 00:00 |
 | Butterfly | 2 | 28.57% | 25.7 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 36:30 | 33:43 | 33:43 | 39:16 | 39:16 | 39:16 | 05:33 | 04:06 |
 | Linken's Sphere | 1 | 14.29% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 28.57% | 20.0 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 52:05 | 46:01 | 46:01 | 58:09 | 58:09 | 58:09 | 12:08 | 08:59 |
 | Aghanim's Scepter | 1 | 14.29% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 44:35 | 00:00 | 00:00 |
 | Wraith Band | 2 | 28.57% | 14.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 03:51 | 01:10 | 01:10 | 06:31 | 06:31 | 06:31 | 05:21 | 03:57 |
 | Bracer | 2 | 28.57% | 11.4 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 02:26 | 02:14 | 02:14 | 02:37 | 02:37 | 02:37 | 00:23 | 00:17 |
 | Void Stone | 2 | 28.57% | 8.6 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 40:14 | 34:38 | 34:38 | 45:50 | 45:50 | 45:50 | 11:12 | 08:17 |
 | Ring of Health | 2 | 28.57% | 8.6 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 40:14 | 34:38 | 34:38 | 45:50 | 45:50 | 45:50 | 11:12 | 08:17 |
 | Aghanim's Shard | 1 | 14.29% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 45:36 | 00:00 | 00:00 |