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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 | |
 | Ring of Protection | 4 | 44.44% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 26:57 | 20:45 | 20:45 | 26:12 | 30:07 | 30:44 | 09:22 | 06:56 |
 | Assault Cuirass | 4 | 44.44% | 96.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 28:23 | 22:25 | 22:25 | 26:37 | 31:54 | 32:36 | 09:29 | 07:01 |
 | Buckler | 4 | 44.44% | 93.3 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 27:02 | 20:46 | 20:46 | 26:32 | 30:07 | 30:44 | 09:21 | 06:55 |
 | Black King Bar | 7 | 77.78% | 90.0 | 85.71% | +85.71% | -35.71% | +14.29% | 46.15% | 16:14 | 13:20 | 14:56 | 15:21 | 16:01 | 22:04 | 01:05 | 00:48 |
 | Bottle | 7 | 77.78% | 86.7 | 85.71% | +85.71% | -35.71% | +14.29% | 50.00% | 02:48 | 01:28 | 01:40 | 01:53 | 02:12 | 07:19 | 00:32 | 00:23 |
 | Chainmail | 9 | 100.00% | 83.3 | 66.67% | +66.67% | -66.67% | +33.33% | 73.17% | 06:19 | 04:10 | 05:32 | 06:27 | 06:54 | 07:29 | 01:22 | 01:00 |
 | Quelling Blade | 9 | 100.00% | 80.0 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 9 | 100.00% | 76.7 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 03:11 | -01:29 | 01:17 | 04:13 | 04:34 | 05:02 | 03:17 | 02:25 |
 | Phase Boots | 9 | 100.00% | 73.3 | 66.67% | +66.67% | -16.67% | +33.33% | 50.00% | 07:01 | 06:16 | 06:19 | 07:08 | 07:17 | 08:07 | 00:58 | 00:42 |
 | Bracer | 6 | 66.67% | 70.0 | 66.67% | 0.00% | -16.67% | +33.33% | 24.59% | 02:58 | 01:36 | 01:48 | 03:03 | 03:50 | 03:59 | 02:02 | 01:30 |
 | Magic Stick | 6 | 66.67% | 66.7 | 66.67% | 0.00% | -16.67% | -66.67% | -13.76% | 05:47 | 03:17 | 04:11 | 04:23 | 07:49 | 07:57 | 03:38 | 02:41 |
 | Aghanim's Shard | 7 | 77.78% | 63.3 | 57.14% | -42.86% | -7.14% | -7.14% | 0.00% | 25:55 | 18:26 | 18:32 | 24:15 | 28:16 | 35:01 | 09:44 | 07:12 |
 | Magic Wand | 5 | 55.56% | 60.0 | 60.00% | -15.00% | +40.00% | -60.00% | -33.71% | 07:06 | 04:52 | 04:52 | 07:29 | 07:50 | 07:57 | 02:58 | 02:11 |
 | Scythe of Vyse | 3 | 33.33% | 56.7 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 34:25 | 30:29 | 30:29 | 35:51 | 36:55 | 36:55 | 06:26 | 04:45 |
 | Void Stone | 3 | 33.33% | 53.3 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 21:29 | 10:07 | 10:07 | 24:07 | 30:14 | 30:14 | 20:07 | 14:54 |
 | Sange | 4 | 44.44% | 50.0 | 50.00% | -30.00% | -50.00% | +50.00% | 0.00% | 18:31 | 17:34 | 17:34 | 17:58 | 19:02 | 19:29 | 01:28 | 01:05 |
 | Aghanim's Scepter | 4 | 44.44% | 46.7 | 50.00% | -30.00% | +50.00% | -50.00% | 0.00% | 36:09 | 30:07 | 30:07 | 31:21 | 37:18 | 45:50 | 07:11 | 05:19 |
 | Heaven's Halberd | 4 | 44.44% | 43.3 | 50.00% | -30.00% | -50.00% | +50.00% | 0.00% | 21:26 | 21:10 | 21:10 | 21:21 | 21:23 | 21:48 | 00:13 | 00:09 |
 | Helm of Iron Will | 1 | 11.11% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:03 | 09:03 | 09:03 | 09:03 | 09:03 | 09:03 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 11.11% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:03 | 15:03 | 15:03 | 15:03 | 15:03 | 15:03 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 11.11% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 05:20 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 11.11% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:33 | 10:33 | 10:33 | 10:33 | 10:33 | 10:33 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 11.11% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Wind Lace | 3 | 33.33% | 23.3 | 33.33% | -50.00% | -33.33% | 0.00% | 0.00% | 05:50 | 02:27 | 02:27 | 06:51 | 08:11 | 08:11 | 05:44 | 04:14 |
 | Wraith Band | 1 | 11.11% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:44 | 03:44 | 03:44 | 03:44 | 03:44 | 03:44 | 00:00 | 00:00 |
 | Blade Mail | 1 | 11.11% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 11.11% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 00:00 | 00:00 |
 | Ring of Health | 1 | 11.11% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:28 | 08:28 | 08:28 | 08:28 | 08:28 | 08:28 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 11.11% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:50 | 14:50 | 14:50 | 14:50 | 14:50 | 14:50 | 00:00 | 00:00 |
 | Headdress | 1 | 11.11% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 00:00 | 00:00 |