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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 | |
 | Assault Cuirass | 26 | 83.87% | 100.0 | 61.54% | +41.54% | +38.46% | -44.87% | -9.92% | 26:15 | 20:38 | 21:54 | 24:22 | 30:18 | 43:23 | 08:24 | 06:13 |
 | Helm of Iron Will | 31 | 100.00% | 97.0 | 54.84% | +54.84% | +7.66% | -17.34% | -22.39% | 03:30 | 02:08 | 02:54 | 03:19 | 04:01 | 05:23 | 01:07 | 00:49 |
 | Helm of the Dominator | 31 | 100.00% | 93.9 | 54.84% | +54.84% | +20.16% | -29.84% | -27.52% | 08:20 | 05:46 | 07:23 | 08:19 | 09:12 | 10:38 | 01:49 | 01:20 |
 | Quelling Blade | 31 | 100.00% | 90.9 | 54.84% | +54.84% | -29.84% | +20.16% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | 01:29 | 00:00 | 00:00 |
 | Ring of Basilius | 31 | 100.00% | 87.9 | 54.84% | +54.84% | +32.66% | -29.84% | -28.41% | 09:33 | 02:07 | 08:27 | 09:37 | 10:39 | 13:19 | 02:12 | 01:37 |
 | Buckler | 31 | 100.00% | 84.8 | 54.84% | +54.84% | +7.66% | -17.34% | -15.63% | 10:14 | 07:50 | 09:31 | 10:02 | 11:07 | 12:57 | 01:36 | 01:11 |
 | Vladmir's Offering | 31 | 100.00% | 81.8 | 54.84% | +54.84% | +20.16% | -42.34% | -24.51% | 13:19 | 10:57 | 12:01 | 13:08 | 14:34 | 16:14 | 02:33 | 01:53 |
 | Crown | 31 | 100.00% | 78.8 | 54.84% | +54.84% | +20.16% | -17.34% | -21.63% | 05:10 | 03:31 | 04:13 | 05:02 | 05:57 | 06:51 | 01:44 | 01:17 |
 | Morbid Mask | 31 | 100.00% | 75.8 | 54.84% | +54.84% | +20.16% | -42.34% | -34.72% | 12:20 | 09:15 | 11:14 | 12:19 | 13:02 | 15:26 | 01:48 | 01:20 |
 | Ring of Protection | 31 | 100.00% | 72.7 | 54.84% | +54.84% | +20.16% | -17.34% | -19.23% | 10:00 | 06:20 | 09:08 | 10:01 | 11:05 | 12:46 | 01:57 | 01:26 |
 | Helm of the Overlord | 30 | 96.77% | 69.7 | 53.33% | -46.67% | +21.67% | -39.04% | -22.91% | 15:38 | 12:43 | 14:03 | 15:34 | 16:42 | 19:26 | 02:39 | 01:57 |
 | Blight Stone | 3 | 9.68% | 66.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:55 | 14:24 | 14:24 | 25:05 | 38:15 | 38:15 | 23:51 | 17:40 |
 | Black King Bar | 7 | 22.58% | 63.6 | 71.43% | +21.43% | +28.57% | -21.43% | -6.73% | 32:27 | 22:38 | 25:31 | 30:06 | 32:57 | 47:05 | 07:26 | 05:30 |
 | Aghanim's Shard | 15 | 48.39% | 60.6 | 46.67% | -15.83% | +3.33% | -21.67% | -4.56% | 24:05 | 15:01 | 19:25 | 22:50 | 24:54 | 54:31 | 05:29 | 04:03 |
 | Boots of Speed | 8 | 25.81% | 57.6 | 50.00% | -6.52% | 0.00% | 0.00% | 0.00% | 27:47 | 10:35 | 16:38 | 24:27 | 32:51 | 58:33 | 16:13 | 12:00 |
 | Wind Lace | 14 | 45.16% | 54.5 | 35.71% | -34.88% | +14.29% | -35.71% | -12.61% | 18:46 | 12:52 | 14:58 | 16:52 | 18:56 | 35:20 | 03:58 | 02:56 |
 | Aghanim's Scepter | 6 | 19.35% | 51.5 | 50.00% | -6.00% | 0.00% | -50.00% | 0.00% | 33:15 | 27:17 | 29:48 | 30:09 | 35:30 | 42:48 | 05:42 | 04:13 |
 | Void Stone | 4 | 12.90% | 48.5 | 50.00% | -5.56% | +50.00% | -50.00% | 0.00% | 30:52 | 22:17 | 22:17 | 22:44 | 34:26 | 44:01 | 12:09 | 09:00 |
 | Nullifier | 4 | 12.90% | 45.5 | 50.00% | -5.56% | -50.00% | +50.00% | 0.00% | 29:03 | 23:11 | 23:11 | 29:37 | 29:47 | 33:37 | 06:36 | 04:53 |
 | Desolator | 1 | 3.23% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.23% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:01 | 50:01 | 50:01 | 50:01 | 50:01 | 50:01 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.23% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:00 | 50:00 | 50:00 | 50:00 | 50:00 | 50:00 | 00:00 | 00:00 |
 | Drum of Endurance | 11 | 35.48% | 33.3 | 27.27% | -42.73% | +39.40% | -27.27% | -12.38% | 22:05 | 15:12 | 17:51 | 20:39 | 23:14 | 35:36 | 05:23 | 03:59 |
 | Sange | 2 | 6.45% | 30.3 | 50.00% | -5.17% | +50.00% | 0.00% | 0.00% | 30:22 | 25:14 | 25:14 | 35:29 | 35:29 | 35:29 | 10:15 | 07:35 |
 | Skull Basher | 2 | 6.45% | 27.3 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 27:06 | 25:25 | 25:25 | 28:47 | 28:47 | 28:47 | 03:22 | 02:29 |
 | Heaven's Halberd | 2 | 6.45% | 24.2 | 50.00% | -5.17% | +50.00% | 0.00% | 0.00% | 31:54 | 26:30 | 26:30 | 37:17 | 37:17 | 37:17 | 10:47 | 07:59 |
 | Tranquil Boots | 2 | 6.45% | 21.2 | 50.00% | -5.17% | +50.00% | 0.00% | 0.00% | 50:40 | 42:46 | 42:46 | 58:33 | 58:33 | 58:33 | 15:47 | 11:41 |
 | Magic Wand | 2 | 6.45% | 18.2 | 50.00% | -5.17% | +50.00% | 0.00% | 0.00% | 09:14 | -01:29 | -01:29 | 19:56 | 19:56 | 19:56 | 21:25 | 15:51 |
 | Boots of Bearing | 2 | 6.45% | 15.2 | 50.00% | -5.17% | +50.00% | 0.00% | 0.00% | 50:52 | 42:46 | 42:46 | 58:57 | 58:57 | 58:57 | 16:11 | 11:59 |
 | Scythe of Vyse | 3 | 9.68% | 12.1 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 40:05 | 34:26 | 34:26 | 41:34 | 44:14 | 44:14 | 09:48 | 07:15 |
 | Orchid Malevolence | 1 | 3.23% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 00:00 | 00:00 |
 | Boots of Travel | 2 | 6.45% | 6.1 | 0.00% | -58.62% | 0.00% | 0.00% | 0.00% | 52:20 | 48:32 | 48:32 | 56:07 | 56:07 | 56:07 | 07:35 | 05:37 |
 | Magic Stick | 1 | 3.23% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:22 | 19:22 | 19:22 | 19:22 | 19:22 | 19:22 | 00:00 | 00:00 |