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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 | |
 | Buckler | 6 | 37.50% | 100.0 | 66.67% | +46.67% | -16.67% | +33.33% | 14.02% | 15:47 | 10:52 | 12:21 | 12:41 | 15:55 | 28:24 | 03:34 | 02:38 |
 | Chainmail | 10 | 62.50% | 97.6 | 50.00% | +33.33% | -16.67% | 0.00% | 3.33% | 12:23 | 03:35 | 07:54 | 11:00 | 12:54 | 28:24 | 05:00 | 03:42 |
 | Ring of Protection | 11 | 68.75% | 95.2 | 45.45% | +25.45% | -45.45% | +21.22% | 6.24% | 07:56 | -01:30 | -01:29 | 07:39 | 12:10 | 28:24 | 13:39 | 10:06 |
 | Ring of Health | 15 | 93.75% | 92.9 | 40.00% | +40.00% | +10.00% | -15.00% | -25.00% | 05:09 | 02:18 | 02:34 | 03:03 | 03:29 | 23:07 | 00:55 | 00:40 |
 | Guardian Greaves | 5 | 31.25% | 90.5 | 60.00% | +32.73% | -60.00% | +40.00% | 15.92% | 19:49 | 14:53 | 14:53 | 16:45 | 21:10 | 30:19 | 06:17 | 04:39 |
 | Soul Ring | 5 | 31.25% | 88.1 | 60.00% | +32.73% | +40.00% | -60.00% | -22.14% | 11:19 | 07:39 | 07:39 | 09:35 | 12:10 | 18:50 | 04:31 | 03:20 |
 | Boots of Speed | 16 | 100.00% | 85.7 | 37.50% | +37.50% | -12.50% | +12.50% | 7.94% | 05:36 | 01:24 | 04:16 | 05:31 | 07:25 | 09:12 | 03:09 | 02:20 |
 | Hood of Defiance | 12 | 75.00% | 83.3 | 41.67% | +16.67% | -8.34% | -8.34% | 0.00% | 10:36 | 06:27 | 08:03 | 10:16 | 12:31 | 14:46 | 04:28 | 03:18 |
 | Quelling Blade | 13 | 81.25% | 81.0 | 38.46% | +5.13% | +28.21% | -38.46% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Headdress | 13 | 81.25% | 78.6 | 38.46% | +5.13% | -5.13% | +28.21% | 6.95% | 14:10 | 09:05 | 11:10 | 12:31 | 15:58 | 21:13 | 04:48 | 03:33 |
 | Void Stone | 9 | 56.25% | 76.2 | 44.44% | +15.87% | +55.56% | +5.56% | -2.23% | 17:48 | 05:09 | 05:21 | 07:54 | 27:49 | 38:26 | 22:28 | 16:38 |
 | Mekansm | 6 | 37.50% | 73.8 | 50.00% | +20.00% | 0.00% | +50.00% | 13.95% | 15:40 | 10:57 | 12:07 | 12:49 | 15:42 | 28:24 | 03:35 | 02:39 |
 | Aghanim's Scepter | 3 | 18.75% | 71.4 | 66.67% | +35.90% | +33.33% | 0.00% | 0.00% | 23:54 | 20:05 | 20:05 | 25:33 | 26:04 | 26:04 | 05:59 | 04:25 |
 | Arcane Boots | 12 | 75.00% | 69.0 | 33.33% | -16.67% | +33.34% | 0.00% | -9.22% | 09:20 | 04:29 | 06:40 | 08:24 | 10:17 | 20:57 | 03:37 | 02:40 |
 | Blink Dagger | 12 | 75.00% | 66.7 | 33.33% | -16.67% | +33.34% | 0.00% | -7.94% | 22:58 | 15:54 | 19:22 | 20:54 | 23:34 | 33:19 | 04:12 | 03:06 |
 | Phase Boots | 4 | 25.00% | 64.3 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 12:00 | 05:27 | 05:27 | 08:35 | 12:25 | 21:33 | 06:58 | 05:09 |
 | Pipe of Insight | 9 | 56.25% | 61.9 | 33.33% | -9.53% | +16.67% | +66.67% | 16.04% | 18:11 | 14:47 | 15:56 | 16:51 | 19:03 | 23:13 | 03:07 | 02:18 |
 | Vladmir's Offering | 1 | 6.25% | 59.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:32 | 13:32 | 13:32 | 13:32 | 13:32 | 13:32 | 00:00 | 00:00 |
 | Black King Bar | 1 | 6.25% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 6.25% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:15 | 12:15 | 12:15 | 12:15 | 12:15 | 12:15 | 00:00 | 00:00 |
 | Sange | 1 | 6.25% | 52.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 6.25% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 00:00 | 00:00 |
 | Octarine Core | 1 | 6.25% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Magic Wand | 11 | 68.75% | 45.2 | 27.27% | -32.73% | +39.40% | -27.27% | -9.26% | 07:33 | -01:29 | 03:52 | 09:47 | 11:04 | 12:55 | 07:12 | 05:20 |
 | Meteor Hammer | 5 | 31.25% | 42.9 | 40.00% | +3.64% | -40.00% | -40.00% | 0.00% | 07:30 | 06:21 | 06:21 | 07:39 | 08:02 | 08:06 | 01:41 | 01:14 |
 | Crown | 6 | 37.50% | 40.5 | 33.33% | -6.67% | +16.67% | -33.33% | -29.70% | 07:44 | 03:57 | 05:07 | 05:24 | 06:48 | 18:19 | 01:41 | 01:14 |
 | Magic Stick | 10 | 62.50% | 38.1 | 20.00% | -46.67% | +13.33% | -20.00% | -18.35% | 01:35 | -01:29 | -01:29 | 00:02 | 03:18 | 09:22 | 04:47 | 03:32 |
 | Scythe of Vyse | 3 | 18.75% | 35.7 | 33.33% | -5.13% | -33.33% | 0.00% | 0.00% | 39:18 | 37:38 | 37:38 | 38:26 | 41:49 | 41:49 | 04:11 | 03:05 |
 | Wind Lace | 3 | 18.75% | 33.3 | 33.33% | -5.13% | -33.33% | 0.00% | 0.00% | 11:55 | 07:17 | 07:17 | 11:43 | 16:45 | 16:45 | 09:28 | 07:00 |
 | Force Staff | 4 | 25.00% | 31.0 | 25.00% | -16.67% | +75.00% | -25.00% | 0.00% | 25:29 | 19:03 | 19:03 | 24:10 | 26:14 | 32:28 | 07:11 | 05:19 |
 | Fluffy Hat | 4 | 25.00% | 28.6 | 25.00% | -16.67% | +75.00% | -25.00% | 0.00% | 24:27 | 14:58 | 14:58 | 24:10 | 26:13 | 32:28 | 11:15 | 08:20 |
 | Refresher Orb | 4 | 25.00% | 26.2 | 25.00% | -16.67% | -25.00% | -25.00% | 0.00% | 44:50 | 34:18 | 34:18 | 46:32 | 48:25 | 50:06 | 14:07 | 10:27 |
 | Aghanim's Shard | 5 | 31.25% | 23.8 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 31:06 | 23:12 | 23:12 | 27:28 | 28:16 | 51:06 | 05:04 | 03:45 |
 | Aeon Disk | 1 | 6.25% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:06 | 53:06 | 53:06 | 53:06 | 53:06 | 53:06 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 6.25% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 00:00 | 00:00 |
 | Blight Stone | 1 | 6.25% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 00:00 | 00:00 |
 | Solar Crest | 1 | 6.25% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 6.25% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 00:00 | 00:00 |
 | Bracer | 2 | 12.50% | 9.5 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 01:58 | -01:29 | -01:29 | 05:24 | 05:24 | 05:24 | 06:53 | 05:05 |
 | Boots of Travel | 1 | 6.25% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 6.25% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 00:00 | 00:00 |
 | Cornucopia | 1 | 6.25% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |