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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 | |
 | Helm of the Overlord | 15 | 88.24% | 100.0 | 66.67% | +66.67% | +8.33% | -16.67% | -12.20% | 17:47 | 15:15 | 16:26 | 17:59 | 18:29 | 20:37 | 02:03 | 01:31 |
 | Helm of the Dominator | 16 | 94.12% | 96.6 | 62.50% | +62.50% | +37.50% | +12.50% | -13.39% | 09:16 | 07:07 | 08:06 | 09:00 | 09:58 | 12:09 | 01:52 | 01:22 |
 | Crown | 16 | 94.12% | 93.1 | 62.50% | +62.50% | +37.50% | +12.50% | -10.71% | 05:49 | 04:04 | 04:33 | 05:15 | 06:53 | 08:52 | 02:20 | 01:43 |
 | Helm of Iron Will | 16 | 94.12% | 89.7 | 62.50% | +62.50% | +37.50% | -12.50% | -41.10% | 03:44 | 02:05 | 02:37 | 03:06 | 03:50 | 08:05 | 01:13 | 00:54 |
 | Blink Dagger | 14 | 82.35% | 86.2 | 64.29% | +30.96% | +35.71% | -30.96% | -15.15% | 27:30 | 19:37 | 26:26 | 28:12 | 30:50 | 33:54 | 04:24 | 03:15 |
 | Quelling Blade | 14 | 82.35% | 82.8 | 64.29% | +30.96% | +10.71% | +2.38% | -8.33% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Ring of Basilius | 17 | 100.00% | 79.3 | 58.82% | +58.82% | -8.82% | -8.82% | 0.00% | 08:32 | -01:29 | 06:02 | 09:34 | 10:58 | 13:25 | 04:56 | 03:39 |
 | Buckler | 17 | 100.00% | 75.9 | 58.82% | +58.82% | -8.82% | -8.82% | 0.00% | 11:29 | 08:46 | 09:27 | 11:28 | 12:17 | 15:02 | 02:50 | 02:05 |
 | Vladmir's Offering | 17 | 100.00% | 72.4 | 58.82% | +58.82% | -8.82% | -8.82% | 0.00% | 14:59 | 12:14 | 13:41 | 14:45 | 16:30 | 18:10 | 02:49 | 02:05 |
 | Boots of Speed | 17 | 100.00% | 69.0 | 58.82% | +58.82% | -8.82% | -8.82% | 0.00% | 10:30 | 01:31 | 05:23 | 10:18 | 12:18 | 20:22 | 06:55 | 05:07 |
 | Morbid Mask | 17 | 100.00% | 65.5 | 58.82% | +58.82% | -8.82% | -33.82% | -9.68% | 13:31 | 10:24 | 11:49 | 13:50 | 14:24 | 16:41 | 02:35 | 01:54 |
 | Ring of Protection | 17 | 100.00% | 62.1 | 58.82% | +58.82% | -8.82% | -8.82% | 0.00% | 08:57 | -01:29 | 08:45 | 10:44 | 11:52 | 15:02 | 03:07 | 02:18 |
 | Aghanim's Shard | 13 | 76.47% | 58.6 | 61.54% | +11.54% | +5.13% | +38.46% | 6.21% | 23:46 | 16:35 | 20:51 | 23:04 | 26:13 | 29:50 | 05:22 | 03:58 |
 | Black King Bar | 12 | 70.59% | 55.2 | 58.33% | -1.67% | -25.00% | +8.34% | 9.71% | 28:40 | 23:23 | 25:43 | 26:21 | 29:09 | 38:18 | 03:26 | 02:32 |
 | Void Stone | 2 | 11.76% | 51.7 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 40:46 | 31:32 | 31:32 | 50:00 | 50:00 | 50:00 | 18:28 | 13:40 |
 | Aether Lens | 2 | 11.76% | 48.3 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 40:46 | 31:32 | 31:32 | 50:00 | 50:00 | 50:00 | 18:28 | 13:40 |
 | Wind Lace | 8 | 47.06% | 44.8 | 50.00% | -16.67% | -50.00% | +50.00% | 0.00% | 18:13 | 08:07 | 17:56 | 18:07 | 20:23 | 23:18 | 02:27 | 01:48 |
 | Magic Wand | 5 | 29.41% | 41.4 | 60.00% | +1.67% | -60.00% | +40.00% | 0.00% | 05:17 | -01:29 | -01:29 | 05:09 | 09:34 | 14:41 | 11:03 | 08:11 |
 | Magic Stick | 5 | 29.41% | 37.9 | 60.00% | +1.67% | -60.00% | +40.00% | 0.00% | 03:59 | -01:29 | -01:29 | 00:46 | 09:02 | 13:03 | 10:31 | 07:47 |
 | Octarine Core | 1 | 5.88% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:03 | 55:03 | 55:03 | 55:03 | 55:03 | 55:03 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 5.88% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 5.88% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.88% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 00:00 | 00:00 |
 | Ring of Health | 1 | 5.88% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 5.88% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 5.88% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:35 | 23:35 | 23:35 | 23:35 | 23:35 | 23:35 | 00:00 | 00:00 |
 | Soul Ring | 1 | 5.88% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 00:00 | 00:00 |
 | Sange | 1 | 5.88% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:26 | 23:26 | 23:26 | 23:26 | 23:26 | 23:26 | 00:00 | 00:00 |
 | Wraith Pact | 2 | 11.76% | 3.4 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 17:05 | 15:25 | 15:25 | 18:45 | 18:45 | 18:45 | 03:20 | 02:28 |