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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 | |
 | Blink Dagger | 5 | 71.43% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:17 | 21:45 | 26:12 | 30:56 | 35:20 | 37:11 | 09:08 | 06:45 |
 | Crown | 5 | 71.43% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 13:15 | 09:02 | 09:50 | 10:48 | 11:39 | 24:57 | 01:49 | 01:20 |
 | Aghanim's Shard | 5 | 71.43% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:33 | 17:03 | 18:17 | 21:26 | 22:02 | 28:56 | 03:45 | 02:46 |
 | Guardian Greaves | 4 | 57.14% | 93.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 21:58 | 15:21 | 16:29 | 20:31 | 26:00 | 31:27 | 09:30 | 07:02 |
 | Buckler | 4 | 57.14% | 93.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 20:17 | 10:50 | 14:53 | 20:02 | 25:25 | 30:15 | 10:31 | 07:47 |
 | Ring of Protection | 4 | 57.14% | 93.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 18:14 | 08:01 | 10:07 | 17:19 | 25:24 | 30:15 | 15:17 | 11:19 |
 | Heaven's Halberd | 4 | 57.14% | 93.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 11:05 | 09:53 | 10:24 | 11:05 | 11:45 | 12:15 | 01:20 | 00:59 |
 | Ring of Basilius | 7 | 100.00% | 84.9 | 85.71% | +85.71% | +14.29% | +14.29% | 0.00% | 06:28 | 01:51 | 05:51 | 07:19 | 07:51 | 08:43 | 02:00 | 01:29 |
 | Boots of Speed | 7 | 100.00% | 84.9 | 85.71% | +85.71% | +14.29% | -35.71% | -33.33% | 06:37 | 02:46 | 06:13 | 07:14 | 07:43 | 08:29 | 01:30 | 01:06 |
 | Magic Stick | 7 | 100.00% | 84.9 | 85.71% | +85.71% | +14.29% | -35.71% | -6.26% | 06:34 | -01:29 | 02:35 | 09:57 | 10:35 | 11:09 | 07:59 | 05:55 |
 | Magic Wand | 7 | 100.00% | 84.9 | 85.71% | +85.71% | +14.29% | -35.71% | -25.32% | 08:36 | -01:18 | 08:56 | 10:26 | 10:54 | 11:25 | 01:58 | 01:27 |
 | Arcane Boots | 7 | 100.00% | 84.9 | 85.71% | +85.71% | +14.29% | -35.71% | -24.19% | 08:31 | 03:47 | 08:00 | 09:13 | 10:04 | 10:29 | 02:04 | 01:31 |
 | Shiva's Guard | 3 | 42.86% | 81.1 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 28:45 | 24:15 | 27:22 | 30:29 | 31:00 | 31:32 | 03:38 | 02:41 |
 | Veil of Discord | 3 | 42.86% | 81.1 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 23:31 | 20:11 | 22:17 | 24:23 | 25:11 | 25:59 | 02:54 | 02:08 |
 | Ring of Health | 6 | 85.71% | 78.1 | 83.33% | -16.67% | +16.67% | -33.33% | -50.00% | 02:32 | 01:28 | 02:14 | 02:23 | 02:46 | 03:51 | 00:31 | 00:23 |
 | Vanguard | 6 | 85.71% | 78.1 | 83.33% | -16.67% | +16.67% | -33.33% | -50.00% | 05:40 | 03:55 | 05:26 | 05:44 | 06:16 | 06:50 | 00:49 | 00:36 |
 | Headdress | 6 | 85.71% | 78.1 | 83.33% | -16.67% | +16.67% | +16.67% | 0.00% | 12:40 | 06:28 | 11:18 | 12:45 | 14:43 | 17:51 | 03:24 | 02:31 |
 | Mekansm | 5 | 71.43% | 68.2 | 80.00% | -20.00% | +20.00% | -30.00% | -13.64% | 15:19 | 10:04 | 13:42 | 14:35 | 17:22 | 20:51 | 03:40 | 02:42 |
 | Chainmail | 5 | 71.43% | 68.2 | 80.00% | -20.00% | +20.00% | -30.00% | -17.96% | 13:34 | 08:41 | 11:07 | 13:15 | 13:54 | 20:51 | 02:47 | 02:03 |
 | Helm of Iron Will | 5 | 71.43% | 68.2 | 80.00% | -20.00% | +20.00% | -30.00% | -41.10% | 23:38 | 19:29 | 23:10 | 23:57 | 24:23 | 27:11 | 01:13 | 00:54 |
 | Black King Bar | 2 | 28.57% | 56.5 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 40:06 | 35:26 | 37:46 | 40:06 | 42:26 | 44:46 | 04:40 | 03:27 |
 | Pipe of Insight | 4 | 57.14% | 53.3 | 75.00% | -25.00% | +25.00% | -75.00% | 0.00% | 20:48 | 18:11 | 19:05 | 20:34 | 22:16 | 23:51 | 03:11 | 02:21 |
 | Ring of Tarrasque | 4 | 57.14% | 53.3 | 75.00% | -25.00% | +25.00% | -75.00% | 0.00% | 20:22 | 17:57 | 18:05 | 19:56 | 22:12 | 23:36 | 04:07 | 03:03 |
 | Wind Lace | 1 | 14.29% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:54 | 15:54 | 15:54 | 15:54 | 15:54 | 15:54 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 14.29% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 14.29% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:51 | 05:51 | 05:51 | 05:51 | 05:51 | 05:51 | 00:00 | 00:00 |
 | Soul Ring | 1 | 14.29% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 08:11 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 14.29% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:36 | 19:36 | 19:36 | 19:36 | 19:36 | 19:36 | 00:00 | 00:00 |
 | Null Talisman | 1 | 14.29% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:06 | 02:06 | 02:06 | 02:06 | 02:06 | 02:06 | 00:00 | 00:00 |
 | Void Stone | 1 | 14.29% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 14.29% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 14.29% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 00:00 | 00:00 |
 | Crimson Guard | 2 | 28.57% | 0.0 | 50.00% | -50.00% | +50.00% | -50.00% | 0.00% | 28:22 | 26:50 | 27:36 | 28:22 | 29:08 | 29:54 | 01:32 | 01:08 |