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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 | |
 | Chainmail | 8 | 72.73% | 100.0 | 37.50% | +37.50% | -37.50% | +12.50% | 3.75% | 11:40 | 04:08 | 04:12 | 07:47 | 17:31 | 25:12 | 13:19 | 09:51 |
 | Blink Dagger | 9 | 81.82% | 97.0 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 19:20 | 14:43 | 15:57 | 18:43 | 21:26 | 26:12 | 05:29 | 04:03 |
 | Buckler | 9 | 81.82% | 93.9 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 23:37 | 17:28 | 20:38 | 21:31 | 27:36 | 31:35 | 06:58 | 05:09 |
 | Assault Cuirass | 9 | 81.82% | 90.9 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 24:48 | 19:19 | 22:09 | 23:25 | 28:09 | 32:03 | 06:00 | 04:26 |
 | Quelling Blade | 9 | 81.82% | 87.9 | 33.33% | +33.33% | +16.67% | +16.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Ring of Protection | 10 | 90.91% | 84.8 | 30.00% | +30.00% | +36.67% | +20.00% | -9.90% | 01:47 | -01:29 | -01:29 | 02:00 | 03:10 | 06:30 | 04:39 | 03:26 |
 | Soul Ring | 10 | 90.91% | 81.8 | 30.00% | +30.00% | +36.67% | +20.00% | -13.89% | 03:37 | 02:06 | 02:39 | 03:11 | 03:51 | 07:22 | 01:12 | 00:53 |
 | Black King Bar | 10 | 90.91% | 78.8 | 30.00% | +30.00% | +36.67% | -30.00% | -21.86% | 19:18 | 16:00 | 17:03 | 18:36 | 20:06 | 26:33 | 03:03 | 02:15 |
 | Radiance | 11 | 100.00% | 75.8 | 27.27% | +27.27% | +6.06% | -27.27% | -13.07% | 14:57 | 11:45 | 13:27 | 14:09 | 16:00 | 20:21 | 02:33 | 01:53 |
 | Boots of Speed | 11 | 100.00% | 72.7 | 27.27% | +27.27% | -27.27% | +39.40% | 22.47% | 04:28 | 02:17 | 02:51 | 04:23 | 05:49 | 06:30 | 02:58 | 02:11 |
 | Linken's Sphere | 1 | 9.09% | 69.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 |
 | Skull Basher | 5 | 45.45% | 66.7 | 40.00% | +23.33% | +60.00% | -40.00% | -67.42% | 28:39 | 23:49 | 23:49 | 24:23 | 25:18 | 45:34 | 01:29 | 01:05 |
 | Magic Stick | 5 | 45.45% | 63.6 | 40.00% | +23.33% | -40.00% | +60.00% | 100.00% | 00:30 | -01:29 | -01:29 | -01:29 | 02:15 | 04:40 | 03:44 | 02:45 |
 | Phase Boots | 7 | 63.64% | 60.6 | 28.57% | +3.57% | -28.57% | +21.43% | 12.93% | 12:01 | 06:19 | 06:30 | 08:50 | 10:22 | 25:24 | 03:52 | 02:51 |
 | Void Stone | 2 | 18.18% | 57.6 | 50.00% | +27.78% | +50.00% | 0.00% | 0.00% | 41:21 | 28:04 | 28:04 | 54:38 | 54:38 | 54:38 | 26:34 | 19:40 |
 | Overwhelming Blink | 2 | 18.18% | 54.5 | 50.00% | +27.78% | +50.00% | 0.00% | 0.00% | 31:52 | 31:00 | 31:00 | 32:43 | 32:43 | 32:43 | 01:43 | 01:16 |
 | Aghanim's Scepter | 3 | 27.27% | 51.5 | 33.33% | +8.33% | +66.67% | 0.00% | -6.37% | 36:59 | 31:49 | 31:49 | 36:50 | 42:17 | 42:17 | 10:28 | 07:45 |
 | Ring of Health | 4 | 36.36% | 48.5 | 25.00% | -3.57% | +75.00% | -25.00% | -5.54% | 39:40 | 27:50 | 27:50 | 30:17 | 45:53 | 54:38 | 18:03 | 13:22 |
 | Magic Wand | 5 | 45.45% | 45.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 04:37 | -01:29 | -01:29 | 01:32 | 06:13 | 18:16 | 07:42 | 05:42 |
 | Shadow Blade | 2 | 18.18% | 42.4 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 42:08 | 21:57 | 21:57 | 1:02:19 | 1:02:19 | 1:02:19 | 40:22 | 29:54 |
 | Silver Edge | 2 | 18.18% | 39.4 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 46:53 | 31:27 | 31:27 | 1:02:19 | 1:02:19 | 1:02:19 | 30:52 | 22:51 |
 | Nullifier | 1 | 9.09% | 36.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Abyssal Blade | 2 | 18.18% | 33.3 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 38:23 | 30:26 | 30:26 | 46:20 | 46:20 | 46:20 | 15:54 | 11:46 |
 | Sange | 1 | 9.09% | 30.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:31 | 25:31 | 25:31 | 25:31 | 25:31 | 25:31 | 00:00 | 00:00 |
 | Power Treads | 1 | 9.09% | 27.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 9.09% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:50 | 08:50 | 08:50 | 08:50 | 08:50 | 08:50 | 00:00 | 00:00 |
 | Crystalys | 2 | 18.18% | 21.2 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 46:42 | 31:04 | 31:04 | 1:02:19 | 1:02:19 | 1:02:19 | 31:15 | 23:08 |
 | Bracer | 1 | 9.09% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 00:00 | 00:00 |
 | Butterfly | 1 | 9.09% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Vanguard | 2 | 18.18% | 12.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 38:05 | 30:17 | 30:17 | 45:53 | 45:53 | 45:53 | 15:36 | 11:33 |
 | Helm of Iron Will | 1 | 9.09% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:37 | 06:37 | 06:37 | 06:37 | 06:37 | 06:37 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 9.09% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 18.18% | 3.0 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 48:32 | 33:37 | 33:37 | 1:03:27 | 1:03:27 | 1:03:27 | 29:50 | 22:05 |