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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 | |
 | Headdress | 6 | 33.33% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 04:56 | -01:24 | 01:20 | 03:52 | 08:17 | 11:34 | 06:57 | 05:08 |
 | Chainmail | 10 | 55.56% | 97.1 | 90.00% | +52.50% | +10.00% | +10.00% | 0.00% | 09:27 | 02:56 | 03:32 | 07:36 | 12:18 | 27:20 | 08:46 | 06:29 |
 | Solar Crest | 5 | 27.78% | 94.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 14:10 | 09:12 | 09:12 | 11:33 | 11:46 | 27:21 | 02:34 | 01:54 |
 | Black King Bar | 14 | 77.78% | 91.4 | 78.57% | +53.57% | -53.57% | +21.43% | 18.99% | 26:24 | 20:05 | 24:20 | 25:30 | 28:17 | 37:14 | 03:57 | 02:55 |
 | Mekansm | 4 | 22.22% | 88.6 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 13:02 | 10:31 | 10:31 | 12:09 | 13:37 | 15:50 | 03:06 | 02:17 |
 | Arcane Boots | 14 | 77.78% | 85.7 | 71.43% | +21.43% | -21.43% | -4.76% | 2.46% | 10:47 | 03:57 | 06:27 | 07:27 | 13:14 | 32:27 | 06:47 | 05:01 |
 | Blink Dagger | 16 | 88.89% | 82.9 | 68.75% | +18.75% | -18.75% | +6.25% | 5.30% | 18:20 | 11:01 | 14:31 | 17:21 | 19:14 | 29:07 | 04:43 | 03:29 |
 | Boots of Speed | 18 | 100.00% | 80.0 | 66.67% | +66.67% | -6.67% | +8.33% | 5.00% | 05:32 | -01:29 | 03:36 | 05:19 | 06:36 | 12:32 | 03:00 | 02:13 |
 | Crown | 6 | 33.33% | 77.1 | 83.33% | +25.00% | +16.67% | +16.67% | 0.00% | 10:09 | 03:52 | 06:07 | 06:25 | 09:38 | 27:21 | 03:31 | 02:36 |
 | Blight Stone | 6 | 33.33% | 74.3 | 83.33% | +25.00% | +16.67% | +16.67% | 0.00% | 05:56 | -01:29 | -01:29 | -01:29 | 14:14 | 27:20 | 15:43 | 11:38 |
 | Medallion of Courage | 6 | 33.33% | 71.4 | 83.33% | +25.00% | +16.67% | +16.67% | 0.00% | 10:00 | 03:21 | 04:05 | 04:06 | 14:47 | 27:20 | 10:42 | 07:55 |
 | Aeon Disk | 3 | 16.67% | 68.6 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 34:20 | 30:57 | 30:57 | 32:12 | 39:51 | 39:51 | 08:54 | 06:35 |
 | Aether Lens | 3 | 16.67% | 65.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 26:51 | 15:38 | 15:38 | 31:17 | 33:38 | 33:38 | 18:00 | 13:20 |
 | Aghanim's Shard | 5 | 27.78% | 62.9 | 80.00% | +18.46% | +20.00% | +20.00% | 0.00% | 35:16 | 21:04 | 21:04 | 35:28 | 40:36 | 49:32 | 19:32 | 14:28 |
 | Wind Lace | 9 | 50.00% | 60.0 | 66.67% | 0.00% | -16.67% | -16.67% | 0.00% | 10:20 | 01:34 | 01:45 | 05:47 | 08:36 | 33:34 | 06:51 | 05:04 |
 | Octarine Core | 2 | 11.11% | 57.1 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 37:50 | 34:06 | 34:06 | 41:34 | 41:34 | 41:34 | 07:28 | 05:31 |
 | Void Stone | 7 | 38.89% | 54.3 | 57.14% | -15.59% | -7.14% | -7.14% | 0.00% | 28:46 | 15:21 | 25:29 | 31:17 | 32:25 | 33:29 | 06:56 | 05:08 |
 | Null Talisman | 7 | 38.89% | 51.4 | 57.14% | -15.59% | -7.14% | -7.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Basilius | 6 | 33.33% | 48.6 | 50.00% | -25.00% | 0.00% | +50.00% | 29.70% | 01:29 | -01:29 | -01:29 | -01:29 | 03:10 | 07:58 | 04:39 | 03:26 |
 | Ring of Health | 6 | 33.33% | 45.7 | 50.00% | -25.00% | 0.00% | +50.00% | 16.85% | 35:49 | 25:29 | 30:09 | 30:11 | 33:07 | 1:03:35 | 02:58 | 02:11 |
 | Refresher Orb | 3 | 16.67% | 42.9 | 66.67% | 0.00% | -66.67% | 0.00% | 0.00% | 42:56 | 32:26 | 32:26 | 32:35 | 1:03:46 | 1:03:46 | 31:20 | 23:12 |
 | Guardian Greaves | 1 | 5.56% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:43 | 18:43 | 18:43 | 18:43 | 18:43 | 18:43 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 5.56% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 5.56% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:43 | 08:43 | 08:43 | 08:43 | 08:43 | 08:43 | 00:00 | 00:00 |
 | Buckler | 1 | 5.56% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 00:00 | 00:00 |
 | Hand of Midas | 6 | 33.33% | 28.6 | 33.33% | -50.00% | -33.33% | -33.33% | 0.00% | 13:38 | 09:34 | 11:13 | 11:18 | 15:34 | 19:01 | 04:21 | 03:13 |
 | Ring of Protection | 2 | 11.11% | 25.7 | 50.00% | -18.75% | -50.00% | 0.00% | 0.00% | 08:13 | -01:16 | -01:16 | 17:41 | 17:41 | 17:41 | 18:57 | 14:02 |
 | Magic Wand | 2 | 11.11% | 22.9 | 50.00% | -18.75% | -50.00% | 0.00% | 0.00% | 11:10 | 10:47 | 10:47 | 11:33 | 11:33 | 11:33 | 00:46 | 00:34 |
 | Magic Stick | 3 | 16.67% | 20.0 | 33.33% | -40.00% | -33.33% | 0.00% | 0.00% | 05:28 | 01:06 | 01:06 | 03:46 | 11:33 | 11:33 | 10:27 | 07:44 |
 | Helm of Iron Will | 1 | 5.56% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:03 | 06:03 | 06:03 | 06:03 | 06:03 | 06:03 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 5.56% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:16 | 10:16 | 10:16 | 10:16 | 10:16 | 10:16 | 00:00 | 00:00 |
 | Soul Ring | 1 | 5.56% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:01 | 02:01 | 02:01 | 02:01 | 02:01 | 02:01 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 5.56% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.56% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.56% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |