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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 | |
 | Black King Bar | 11 | 68.75% | 100.0 | 81.82% | +61.82% | +18.18% | -48.49% | -15.63% | 28:43 | 23:10 | 26:20 | 28:05 | 30:36 | 33:55 | 04:16 | 03:09 |
 | Blink Dagger | 12 | 75.00% | 96.9 | 75.00% | +50.00% | -8.33% | -8.33% | 0.00% | 30:41 | 22:46 | 26:06 | 29:34 | 32:13 | 41:40 | 06:07 | 04:31 |
 | Aghanim's Shard | 10 | 62.50% | 93.8 | 70.00% | +20.00% | +30.00% | +30.00% | 0.00% | 26:08 | 17:43 | 19:50 | 24:14 | 29:49 | 46:13 | 09:59 | 07:23 |
 | Buckler | 16 | 100.00% | 90.6 | 62.50% | +62.50% | +12.50% | +12.50% | 0.00% | 10:51 | 06:57 | 09:23 | 11:05 | 12:24 | 13:32 | 03:01 | 02:14 |
 | Ring of Protection | 16 | 100.00% | 87.5 | 62.50% | +62.50% | +12.50% | +12.50% | 0.00% | 09:59 | -01:29 | 09:19 | 10:50 | 12:24 | 13:32 | 03:05 | 02:17 |
 | Morbid Mask | 16 | 100.00% | 84.4 | 62.50% | +62.50% | +37.50% | -12.50% | -20.41% | 13:47 | 10:56 | 11:54 | 13:41 | 14:21 | 17:46 | 02:27 | 01:48 |
 | Ring of Basilius | 16 | 100.00% | 81.3 | 62.50% | +62.50% | -12.50% | +12.50% | 7.11% | 09:23 | 02:50 | 07:34 | 09:54 | 11:05 | 14:00 | 03:31 | 02:36 |
 | Vladmir's Offering | 16 | 100.00% | 78.1 | 62.50% | +62.50% | +37.50% | +12.50% | -8.38% | 15:13 | 12:35 | 13:05 | 15:13 | 16:04 | 19:03 | 02:59 | 02:12 |
 | Helm of Iron Will | 14 | 87.50% | 75.0 | 64.29% | +14.29% | -14.29% | -64.29% | -50.00% | 03:41 | 02:26 | 03:00 | 03:22 | 03:51 | 07:27 | 00:51 | 00:37 |
 | Crown | 14 | 87.50% | 71.9 | 64.29% | +14.29% | -14.29% | +2.38% | 11.11% | 05:19 | 02:54 | 04:43 | 05:01 | 06:13 | 07:18 | 01:30 | 01:06 |
 | Helm of the Dominator | 14 | 87.50% | 68.8 | 64.29% | +14.29% | +10.71% | +2.38% | -4.90% | 08:33 | 05:31 | 07:50 | 08:20 | 09:32 | 10:41 | 01:42 | 01:15 |
 | Helm of the Overlord | 12 | 75.00% | 65.6 | 66.67% | +16.67% | +33.33% | -33.34% | -28.37% | 17:50 | 15:02 | 16:32 | 17:15 | 18:53 | 21:14 | 02:21 | 01:44 |
 | Boots of Speed | 15 | 93.75% | 62.5 | 60.00% | -40.00% | +15.00% | -10.00% | -11.03% | 11:42 | -01:29 | 09:44 | 10:33 | 12:00 | 27:02 | 02:16 | 01:40 |
 | Quelling Blade | 11 | 68.75% | 59.4 | 63.64% | +3.64% | +3.03% | +3.03% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Void Stone | 2 | 12.50% | 56.3 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 35:27 | 31:56 | 31:56 | 38:58 | 38:58 | 38:58 | 07:02 | 05:12 |
 | Ring of Health | 2 | 12.50% | 53.1 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 35:06 | 31:55 | 31:55 | 38:16 | 38:16 | 38:16 | 06:21 | 04:42 |
 | Magic Wand | 6 | 37.50% | 50.0 | 50.00% | -20.00% | 0.00% | +50.00% | 7.43% | 02:05 | -01:30 | -01:29 | -01:29 | 08:13 | 10:11 | 09:42 | 07:11 |
 | Wraith Pact | 4 | 25.00% | 46.9 | 50.00% | -16.67% | +50.00% | +50.00% | 0.00% | 19:34 | 17:19 | 17:19 | 19:48 | 20:22 | 20:45 | 03:03 | 02:15 |
 | Wind Lace | 4 | 25.00% | 43.8 | 50.00% | -16.67% | +50.00% | +50.00% | 0.00% | 25:49 | 17:32 | 17:32 | 20:09 | 22:41 | 42:55 | 05:09 | 03:48 |
 | Magic Stick | 4 | 25.00% | 40.6 | 50.00% | -16.67% | +50.00% | -50.00% | 0.00% | 00:53 | -01:29 | -01:29 | -01:29 | -01:29 | 07:59 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 6.25% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 6.25% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 6.25% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:49 | 48:49 | 48:49 | 48:49 | 48:49 | 48:49 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 6.25% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 00:00 | 00:00 |
 | Sange | 1 | 6.25% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 6.25% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 6.25% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:43 | 34:43 | 34:43 | 34:43 | 34:43 | 34:43 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 6.25% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 40:20 | 00:00 | 00:00 |
 | Bracer | 1 | 6.25% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 6.25% | 9.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Chainmail | 2 | 12.50% | 6.3 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 12:45 | 05:24 | 05:24 | 20:06 | 20:06 | 20:06 | 14:42 | 10:53 |
 | Phase Boots | 2 | 12.50% | 3.1 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 14:34 | 06:00 | 06:00 | 23:07 | 23:07 | 23:07 | 17:07 | 12:40 |