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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 | |
 | Boots of Speed | 19 | 100.00% | 100.0 | 26.32% | +26.32% | -6.32% | -26.32% | -19.35% | 03:29 | 01:17 | 02:49 | 03:29 | 03:51 | 05:58 | 01:02 | 00:45 |
 | Chainmail | 19 | 100.00% | 100.0 | 26.32% | +26.32% | +33.68% | -6.32% | -13.79% | 08:24 | 05:33 | 06:50 | 08:27 | 09:44 | 11:18 | 02:54 | 02:08 |
 | Ring of Protection | 14 | 73.68% | 93.9 | 28.57% | +8.57% | +46.43% | +4.76% | -8.59% | 14:15 | 07:24 | 09:45 | 10:16 | 14:36 | 47:03 | 04:51 | 03:35 |
 | Guardian Greaves | 14 | 73.68% | 93.9 | 28.57% | +8.57% | +21.43% | -28.57% | -12.24% | 19:00 | 12:04 | 14:31 | 16:10 | 18:36 | 47:38 | 04:05 | 03:01 |
 | Buckler | 14 | 73.68% | 93.9 | 28.57% | +8.57% | +46.43% | -28.57% | -12.68% | 15:32 | 08:00 | 09:50 | 11:30 | 15:45 | 47:03 | 05:55 | 04:22 |
 | Mekansm | 15 | 78.95% | 90.2 | 26.67% | +1.67% | +23.33% | -26.67% | -20.41% | 11:24 | 08:24 | 09:58 | 11:26 | 12:25 | 13:59 | 02:27 | 01:48 |
 | Headdress | 15 | 78.95% | 90.2 | 26.67% | +1.67% | +23.33% | -1.67% | -7.77% | 08:13 | 03:48 | 06:22 | 07:33 | 09:35 | 12:09 | 03:13 | 02:22 |
 | Arcane Boots | 15 | 78.95% | 90.2 | 26.67% | +1.67% | -1.67% | -26.67% | -13.64% | 06:39 | 04:34 | 05:10 | 05:54 | 07:00 | 15:19 | 01:50 | 01:21 |
 | Magic Stick | 15 | 78.95% | 90.2 | 26.67% | +1.67% | -1.67% | -1.67% | 0.00% | 03:39 | -01:29 | 00:55 | 02:38 | 05:29 | 13:43 | 04:34 | 03:22 |
 | Magic Wand | 16 | 84.21% | 87.0 | 25.00% | -8.33% | +25.00% | +25.00% | 0.00% | 05:39 | -01:29 | 02:39 | 05:42 | 06:59 | 16:48 | 04:20 | 03:12 |
 | Wind Lace | 10 | 52.63% | 82.6 | 30.00% | +7.78% | +3.33% | +20.00% | 2.46% | 11:28 | 02:07 | 06:57 | 08:46 | 13:44 | 27:09 | 06:47 | 05:01 |
 | Lotus Orb | 1 | 5.26% | 79.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 00:00 | 00:00 |
 | Void Stone | 11 | 57.89% | 78.0 | 27.27% | +2.27% | +6.06% | +6.06% | 0.00% | 29:10 | 09:58 | 16:12 | 28:38 | 41:29 | 57:17 | 25:17 | 18:43 |
 | Wraith Band | 11 | 57.89% | 78.0 | 27.27% | +2.27% | +6.06% | -27.27% | -15.87% | 01:36 | -01:29 | 00:45 | 02:06 | 02:51 | 03:14 | 02:06 | 01:33 |
 | Ring of Health | 5 | 26.32% | 76.0 | 40.00% | +18.57% | +60.00% | -40.00% | 0.00% | 27:47 | 14:38 | 14:38 | 30:57 | 34:27 | 41:29 | 19:49 | 14:40 |
 | Aghanim's Shard | 12 | 63.16% | 74.2 | 25.00% | -3.57% | +41.67% | -25.00% | -6.83% | 27:07 | 15:02 | 21:25 | 24:41 | 31:11 | 44:34 | 09:46 | 07:14 |
 | Eul's Scepter of Divinity | 6 | 31.58% | 67.3 | 33.33% | +10.25% | +16.67% | +66.67% | 3.36% | 19:02 | 11:25 | 12:58 | 16:23 | 27:50 | 28:38 | 14:52 | 11:00 |
 | Black King Bar | 10 | 52.63% | 50.2 | 20.00% | -13.33% | +13.33% | -20.00% | -4.29% | 25:53 | 18:32 | 21:57 | 24:21 | 29:43 | 37:10 | 07:46 | 05:45 |
 | Pipe of Insight | 2 | 10.53% | 46.9 | 50.00% | +26.47% | +50.00% | 0.00% | 0.00% | 21:01 | 20:30 | 20:30 | 21:32 | 21:32 | 21:32 | 01:02 | 00:45 |
 | Hood of Defiance | 2 | 10.53% | 46.9 | 50.00% | +26.47% | +50.00% | 0.00% | 0.00% | 17:15 | 14:55 | 14:55 | 19:35 | 19:35 | 19:35 | 04:40 | 03:27 |
 | Null Talisman | 3 | 15.79% | 36.0 | 33.33% | +8.33% | +66.67% | 0.00% | 0.00% | 02:13 | 01:20 | 01:20 | 01:27 | 03:53 | 03:53 | 02:33 | 01:53 |
 | Quelling Blade | 3 | 15.79% | 36.0 | 33.33% | +8.33% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Heaven's Halberd | 3 | 15.79% | 36.0 | 33.33% | +8.33% | +66.67% | 0.00% | 0.00% | 34:00 | 28:11 | 28:11 | 33:26 | 40:23 | 40:23 | 12:12 | 09:02 |
 | Scythe of Vyse | 4 | 21.05% | 30.4 | 25.00% | -1.67% | -25.00% | -25.00% | 0.00% | 49:26 | 43:45 | 43:45 | 44:43 | 51:35 | 57:40 | 07:50 | 05:48 |
 | Phase Boots | 4 | 21.05% | 30.4 | 25.00% | -1.67% | -25.00% | -25.00% | 0.00% | 07:16 | 06:04 | 06:04 | 06:24 | 08:02 | 08:34 | 01:58 | 01:27 |
 | Shiva's Guard | 4 | 21.05% | 30.4 | 25.00% | -1.67% | +75.00% | -25.00% | 0.00% | 32:45 | 25:33 | 25:33 | 31:50 | 32:15 | 41:23 | 06:42 | 04:57 |
 | Bottle | 4 | 21.05% | 30.4 | 25.00% | -1.67% | -25.00% | -25.00% | 0.00% | 01:48 | 01:37 | 01:37 | 01:40 | 01:45 | 02:10 | 00:08 | 00:05 |
 | Blink Dagger | 5 | 26.32% | 27.1 | 20.00% | -8.57% | -20.00% | +80.00% | 0.00% | 37:57 | 19:06 | 19:06 | 40:46 | 42:26 | 51:20 | 23:20 | 17:17 |
 | Sange | 5 | 26.32% | 27.1 | 20.00% | -8.57% | -20.00% | -20.00% | 0.00% | 26:27 | 11:45 | 11:45 | 29:43 | 31:43 | 33:16 | 19:58 | 14:47 |
 | Aghanim's Scepter | 1 | 5.26% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 35:12 | 00:00 | 00:00 |
 | Kaya | 2 | 10.53% | 0.0 | 0.00% | -29.41% | 0.00% | 0.00% | 0.00% | 30:09 | 24:47 | 24:47 | 35:30 | 35:30 | 35:30 | 10:43 | 07:56 |
 | Kaya and Sange | 2 | 10.53% | 0.0 | 0.00% | -29.41% | 0.00% | 0.00% | 0.00% | 30:09 | 24:47 | 24:47 | 35:30 | 35:30 | 35:30 | 10:43 | 07:56 |
 | Fluffy Hat | 3 | 15.79% | 0.0 | 0.00% | -31.25% | 0.00% | 0.00% | 0.00% | 11:25 | 07:02 | 07:02 | 09:43 | 17:30 | 17:30 | 10:28 | 07:45 |
 | Falcon Blade | 1 | 5.26% | 0.0 | 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 |
 | Force Staff | 1 | 5.26% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:11 | 22:11 | 22:11 | 22:11 | 22:11 | 22:11 | 00:00 | 00:00 |
 | Forebearer's Fortune | 1 | 5.26% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:25 | -01:25 | -01:25 | -01:25 | -01:25 | -01:25 | 00:00 | 00:00 |