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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 | |
 | Wind Lace | 3 | 15.00% | 100.0 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 15:14 | 09:46 | 09:46 | 10:45 | 25:12 | 25:12 | 15:26 | 11:25 |
 | Headdress | 13 | 65.00% | 97.5 | 61.54% | +47.25% | +5.13% | +5.13% | 0.00% | 17:00 | 12:58 | 13:55 | 16:55 | 19:19 | 23:10 | 05:24 | 04:00 |
 | Pipe of Insight | 13 | 65.00% | 95.0 | 61.54% | +47.25% | +5.13% | +5.13% | 0.00% | 22:33 | 15:19 | 16:41 | 19:41 | 21:25 | 43:23 | 04:44 | 03:30 |
 | Aghanim's Scepter | 8 | 40.00% | 92.5 | 62.50% | +29.17% | -12.50% | -12.50% | 0.00% | 30:08 | 19:47 | 20:05 | 29:12 | 30:31 | 52:36 | 10:26 | 07:43 |
 | Buckler | 8 | 40.00% | 90.0 | 62.50% | +29.17% | -62.50% | -12.50% | 4.52% | 32:41 | 23:47 | 25:40 | 29:51 | 36:43 | 50:49 | 11:03 | 08:11 |
 | Magic Wand | 19 | 95.00% | 87.5 | 47.37% | +47.37% | -7.37% | -7.37% | 0.00% | 04:43 | -01:29 | -01:29 | 03:37 | 09:10 | 21:11 | 10:39 | 07:53 |
 | Boots of Speed | 20 | 100.00% | 85.0 | 45.00% | +45.00% | +15.00% | -25.00% | -10.57% | 07:48 | 04:11 | 05:57 | 07:37 | 09:44 | 10:43 | 03:47 | 02:48 |
 | Ring of Health | 20 | 100.00% | 82.5 | 45.00% | +45.00% | -25.00% | +15.00% | 23.30% | 07:06 | 02:26 | 03:01 | 03:16 | 04:44 | 27:02 | 01:43 | 01:16 |
 | Ring of Protection | 17 | 85.00% | 80.0 | 47.06% | +13.73% | +2.94% | +27.94% | 1.12% | 13:54 | -01:29 | 01:26 | 08:38 | 23:47 | 50:49 | 22:21 | 16:33 |
 | Ring of Basilius | 4 | 20.00% | 77.5 | 75.00% | +37.50% | -75.00% | +25.00% | 0.00% | 32:23 | 28:48 | 28:48 | 29:21 | 34:34 | 36:47 | 05:46 | 04:16 |
 | Assault Cuirass | 2 | 10.00% | 75.0 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 32:41 | 32:36 | 32:36 | 32:45 | 32:45 | 32:45 | 00:09 | 00:06 |
 | Arcane Boots | 16 | 80.00% | 72.5 | 43.75% | -6.25% | +6.25% | -18.75% | -5.75% | 14:00 | 07:18 | 08:25 | 10:05 | 12:46 | 32:09 | 04:21 | 03:13 |
 | Vanguard | 16 | 80.00% | 70.0 | 43.75% | -6.25% | +6.25% | +31.25% | 8.88% | 08:55 | 04:17 | 06:03 | 06:33 | 08:52 | 27:02 | 02:49 | 02:05 |
 | Void Stone | 7 | 35.00% | 67.5 | 57.14% | +18.68% | -57.14% | +42.86% | 8.42% | 24:54 | 05:14 | 15:15 | 23:21 | 27:08 | 51:31 | 11:53 | 08:48 |
 | Helm of Iron Will | 7 | 35.00% | 65.0 | 57.14% | +18.68% | -7.14% | -7.14% | 0.00% | 21:36 | 12:57 | 14:17 | 21:04 | 21:22 | 38:19 | 07:05 | 05:14 |
 | Crimson Guard | 7 | 35.00% | 62.5 | 57.14% | +18.68% | -7.14% | -57.14% | -6.65% | 24:38 | 16:23 | 16:32 | 23:33 | 24:03 | 40:12 | 07:31 | 05:34 |
 | Lotus Orb | 5 | 25.00% | 60.0 | 60.00% | +20.00% | -60.00% | +40.00% | 19.48% | 27:44 | 22:28 | 22:28 | 27:14 | 27:36 | 37:48 | 05:08 | 03:48 |
 | Spirit Vessel | 12 | 60.00% | 57.5 | 41.67% | -8.33% | +25.00% | +25.00% | 0.00% | 12:38 | 08:56 | 10:15 | 13:29 | 14:00 | 14:57 | 03:45 | 02:46 |
 | Urn of Shadows | 12 | 60.00% | 55.0 | 41.67% | -8.33% | +25.00% | -8.34% | -5.48% | 07:04 | 01:42 | 03:35 | 05:55 | 09:40 | 12:16 | 06:05 | 04:30 |
 | Aghanim's Shard | 10 | 50.00% | 52.5 | 40.00% | -10.00% | -6.67% | -40.00% | -2.56% | 28:40 | 19:12 | 22:08 | 25:02 | 35:10 | 39:17 | 13:02 | 09:39 |
 | Vladmir's Offering | 3 | 15.00% | 50.0 | 66.67% | +25.49% | -66.67% | 0.00% | 0.00% | 32:52 | 30:49 | 30:49 | 30:58 | 36:48 | 36:48 | 05:59 | 04:25 |
 | Morbid Mask | 3 | 15.00% | 47.5 | 66.67% | +25.49% | -66.67% | 0.00% | 0.00% | 32:00 | 28:48 | 28:48 | 30:24 | 36:47 | 36:47 | 07:59 | 05:54 |
 | Magic Stick | 12 | 60.00% | 45.0 | 33.33% | -29.17% | +33.34% | -33.33% | -42.11% | 02:15 | -01:29 | -01:29 | -01:28 | 03:04 | 10:54 | 04:33 | 03:22 |
 | Octarine Core | 1 | 5.00% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:27 | 52:27 | 52:27 | 52:27 | 52:27 | 52:27 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 5.00% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 5.00% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 00:00 | 00:00 |
 | Cornucopia | 2 | 10.00% | 35.0 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 45:07 | 42:50 | 42:50 | 47:23 | 47:23 | 47:23 | 04:33 | 03:22 |
 | Refresher Orb | 2 | 10.00% | 32.5 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 48:04 | 45:20 | 45:20 | 50:48 | 50:48 | 50:48 | 05:28 | 04:02 |
 | Radiance | 4 | 20.00% | 30.0 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 30:32 | 24:04 | 24:04 | 25:01 | 35:14 | 37:48 | 11:10 | 08:16 |
 | Aeon Disk | 5 | 25.00% | 27.5 | 20.00% | -33.33% | -20.00% | +80.00% | 8.13% | 38:51 | 25:28 | 25:28 | 37:11 | 37:46 | 58:53 | 12:18 | 09:06 |
 | Black King Bar | 1 | 5.00% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 5.00% | 22.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 09:58 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 5.00% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 00:00 | 00:00 |
 | Chainmail | 1 | 5.00% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 00:00 | 00:00 |
 | Mekansm | 1 | 5.00% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 00:00 | 00:00 |
 | Bracer | 2 | 10.00% | 12.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 03:15 | 02:04 | 02:04 | 04:26 | 04:26 | 04:26 | 02:22 | 01:45 |
 | Crown | 1 | 5.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:20 | 07:20 | 07:20 | 07:20 | 07:20 | 07:20 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 5.00% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:45 | 20:45 | 20:45 | 20:45 | 20:45 | 20:45 | 00:00 | 00:00 |
 | Quelling Blade | 3 | 15.00% | 5.0 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Blink Dagger | 3 | 15.00% | 2.5 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 33:59 | 27:03 | 27:03 | 28:40 | 46:13 | 46:13 | 19:10 | 14:11 |