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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 | |
 | Bracer | 7 | 63.64% | 100.0 | 71.43% | +71.43% | -21.43% | +28.57% | 50.00% | 03:33 | 01:21 | 01:38 | 02:24 | 02:25 | 12:06 | 00:47 | 00:34 |
 | Aghanim's Shard | 4 | 36.36% | 96.3 | 75.00% | +46.43% | +25.00% | +25.00% | 0.00% | 37:34 | 27:00 | 27:00 | 30:40 | 40:10 | 52:26 | 13:10 | 09:45 |
 | Magic Wand | 9 | 81.82% | 92.6 | 55.56% | +55.56% | +44.44% | -5.56% | -7.77% | 11:22 | -01:29 | 05:40 | 11:47 | 12:06 | 28:15 | 06:26 | 04:45 |
 | Mask of Madness | 11 | 100.00% | 88.9 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 10:36 | 06:39 | 09:25 | 10:21 | 11:23 | 14:10 | 01:58 | 01:27 |
 | Power Treads | 11 | 100.00% | 85.2 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 09:31 | 04:23 | 06:13 | 07:04 | 09:40 | 28:50 | 03:27 | 02:33 |
 | Blink Dagger | 11 | 100.00% | 81.5 | 45.45% | +45.45% | +21.22% | -12.12% | -3.60% | 19:39 | 13:03 | 14:39 | 16:06 | 23:55 | 29:09 | 09:16 | 06:51 |
 | Boots of Speed | 11 | 100.00% | 77.8 | 45.45% | +45.45% | -12.12% | -45.45% | -14.18% | 04:04 | 01:31 | 02:41 | 04:09 | 05:02 | 07:06 | 02:21 | 01:44 |
 | Morbid Mask | 11 | 100.00% | 74.1 | 45.45% | +45.45% | +21.22% | +21.22% | 0.00% | 08:22 | 03:51 | 07:21 | 08:13 | 09:18 | 11:49 | 01:57 | 01:26 |
 | Magic Stick | 9 | 81.82% | 70.4 | 44.44% | -5.56% | -44.44% | +5.56% | 5.45% | 04:22 | -01:29 | -01:29 | 01:53 | 10:39 | 14:34 | 12:08 | 08:59 |
 | Quelling Blade | 9 | 81.82% | 66.7 | 33.33% | -66.67% | +16.67% | -33.33% | -50.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Black King Bar | 9 | 81.82% | 63.0 | 33.33% | -66.67% | +16.67% | -33.33% | -11.90% | 22:21 | 16:46 | 20:13 | 22:38 | 24:25 | 25:30 | 04:12 | 03:06 |
 | Monkey King Bar | 1 | 9.09% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 9.09% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:23 | 21:23 | 21:23 | 21:23 | 21:23 | 21:23 | 00:00 | 00:00 |
 | Javelin | 1 | 9.09% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |
 | Wind Lace | 2 | 18.18% | 48.1 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 04:04 | 02:58 | 02:58 | 05:10 | 05:10 | 05:10 | 02:12 | 01:37 |
 | Ring of Protection | 3 | 27.27% | 44.4 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 33:37 | 31:04 | 31:04 | 31:12 | 38:34 | 38:34 | 07:30 | 05:33 |
 | Wraith Band | 3 | 27.27% | 40.7 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 07:42 | 02:34 | 02:34 | 08:13 | 12:19 | 12:19 | 09:45 | 07:13 |
 | Assault Cuirass | 3 | 27.27% | 37.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 33:58 | 31:16 | 31:16 | 31:56 | 38:42 | 38:42 | 07:26 | 05:30 |
 | Buckler | 3 | 27.27% | 33.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 33:37 | 31:04 | 31:04 | 31:12 | 38:34 | 38:34 | 07:30 | 05:33 |
 | Helm of Iron Will | 1 | 9.09% | 29.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 00:00 | 00:00 |
 | Bottle | 1 | 9.09% | 25.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 |
 | Crystalys | 1 | 9.09% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 9.09% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 00:00 | 00:00 |
 | Nullifier | 1 | 9.09% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 00:00 | 00:00 |
 | Moon Shard | 2 | 18.18% | 11.1 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 41:07 | 35:40 | 35:40 | 46:33 | 46:33 | 46:33 | 10:53 | 08:03 |
 | Silver Edge | 1 | 9.09% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:09 | 59:09 | 59:09 | 59:09 | 59:09 | 59:09 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 9.09% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:45 | 1:04:45 | 1:04:45 | 1:04:45 | 1:04:45 | 1:04:45 | 00:00 | 00:00 |