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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 | 3 | 50.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 28:09 | 18:58 | 18:58 | 30:06 | 35:22 | 35:22 | 16:24 | 12:08 |
 | Swift Blink | 2 | 33.33% | 96.6 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 32:58 | 30:18 | 30:18 | 35:38 | 35:38 | 35:38 | 05:20 | 03:57 |
 | Aghanim's Blessing | 2 | 33.33% | 93.1 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 42:04 | 39:02 | 39:02 | 45:05 | 45:05 | 45:05 | 06:03 | 04:28 |
 | Aghanim's Scepter | 5 | 83.33% | 89.7 | 60.00% | +60.00% | +40.00% | -60.00% | -7.38% | 21:13 | 12:21 | 12:21 | 17:37 | 25:54 | 33:47 | 13:33 | 10:02 |
 | Wraith Band | 5 | 83.33% | 86.2 | 60.00% | +60.00% | +40.00% | -60.00% | -72.29% | 02:16 | 00:55 | 00:55 | 02:06 | 02:18 | 04:18 | 01:23 | 01:01 |
 | Blink Dagger | 6 | 100.00% | 82.8 | 50.00% | +50.00% | 0.00% | +50.00% | 9.49% | 20:24 | 10:40 | 15:39 | 15:48 | 20:55 | 39:20 | 05:16 | 03:54 |
 | Boots of Speed | 6 | 100.00% | 79.3 | 50.00% | +50.00% | 0.00% | +50.00% | 50.00% | 04:03 | 03:20 | 03:30 | 04:15 | 04:22 | 04:30 | 00:52 | 00:38 |
 | Power Treads | 6 | 100.00% | 75.9 | 50.00% | +50.00% | 0.00% | -50.00% | -46.15% | 06:34 | 05:15 | 05:56 | 06:08 | 07:01 | 08:51 | 01:05 | 00:48 |
 | Quelling Blade | 4 | 66.67% | 72.4 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | -01:04 | -01:29 | -01:29 | -01:29 | -01:29 | 00:12 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 83.33% | 69.0 | 40.00% | -60.00% | +60.00% | +60.00% | 0.00% | 21:34 | 15:07 | 15:07 | 23:58 | 24:16 | 24:29 | 09:09 | 06:46 |
 | Black King Bar | 1 | 16.67% | 65.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 16.67% | 62.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 16.67% | 58.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 16.67% | 55.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 16.67% | 51.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 00:00 | 00:00 |
 | Manta Style | 1 | 16.67% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 00:00 | 00:00 |
 | Bracer | 1 | 16.67% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Sange | 1 | 16.67% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:34 | 28:34 | 28:34 | 28:34 | 28:34 | 28:34 | 00:00 | 00:00 |
 | Buckler | 1 | 16.67% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 16.67% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 11:50 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 16.67% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Nullifier | 1 | 16.67% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 00:00 | 00:00 |
 | Crown | 1 | 16.67% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 16.67% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Yasha | 2 | 33.33% | 17.2 | 50.00% | 0.00% | -50.00% | 0.00% | 50.00% | 18:40 | 18:10 | 18:10 | 19:09 | 19:09 | 19:09 | 00:59 | 00:43 |
 | Dragon Lance | 3 | 50.00% | 13.8 | 33.33% | -33.34% | +66.67% | 0.00% | -25.16% | 10:38 | 08:59 | 08:59 | 11:18 | 11:38 | 11:38 | 02:39 | 01:57 |
 | Scythe of Vyse | 2 | 33.33% | 10.3 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 28:09 | 25:56 | 25:56 | 30:22 | 30:22 | 30:22 | 04:26 | 03:17 |
 | Void Stone | 1 | 16.67% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 16.67% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |