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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 | |
 | Glimmer Cape | 4 | 28.57% | 100.0 | 75.00% | +45.00% | -75.00% | +25.00% | 0.00% | 31:18 | 27:50 | 27:50 | 28:12 | 32:17 | 36:53 | 04:27 | 03:17 |
 | Holy Locket | 2 | 14.29% | 96.8 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 29:25 | 20:44 | 20:44 | 38:06 | 38:06 | 38:06 | 17:22 | 12:51 |
 | Headdress | 12 | 85.71% | 93.5 | 50.00% | +50.00% | -16.67% | +16.67% | 3.70% | 18:46 | 07:54 | 11:09 | 12:39 | 20:09 | 51:18 | 09:00 | 06:40 |
 | Arcane Boots | 12 | 85.71% | 90.3 | 50.00% | +50.00% | -16.67% | -16.67% | 0.00% | 12:50 | 06:28 | 07:35 | 09:32 | 13:50 | 37:50 | 06:15 | 04:37 |
 | Boots of Speed | 14 | 100.00% | 87.1 | 42.86% | +42.86% | +7.14% | +23.81% | 4.31% | 05:17 | -01:29 | 03:25 | 05:28 | 07:17 | 11:42 | 03:52 | 02:51 |
 | Chainmail | 12 | 85.71% | 83.9 | 41.67% | -8.33% | +25.00% | +25.00% | 0.00% | 13:13 | 09:10 | 09:26 | 11:42 | 13:56 | 25:41 | 04:30 | 03:20 |
 | Magic Stick | 13 | 92.86% | 80.6 | 38.46% | -61.54% | -5.13% | +28.21% | 7.78% | 03:30 | -01:29 | 00:56 | 02:12 | 05:13 | 09:52 | 04:17 | 03:10 |
 | Aghanim's Shard | 6 | 42.86% | 77.4 | 50.00% | +12.50% | +50.00% | +50.00% | 0.00% | 29:50 | 21:20 | 22:04 | 22:51 | 31:34 | 51:34 | 09:30 | 07:02 |
 | Mekansm | 10 | 71.43% | 74.2 | 40.00% | -10.00% | -6.67% | +10.00% | 3.49% | 19:37 | 11:02 | 13:33 | 14:52 | 18:20 | 51:21 | 04:47 | 03:32 |
 | Fluffy Hat | 8 | 57.14% | 71.0 | 37.50% | -12.50% | +12.50% | +62.50% | 6.90% | 16:18 | 11:56 | 12:23 | 15:30 | 19:38 | 20:32 | 07:15 | 05:22 |
 | Void Stone | 4 | 28.57% | 67.7 | 50.00% | +10.00% | +50.00% | +50.00% | 0.00% | 29:16 | 22:43 | 22:43 | 26:28 | 27:15 | 40:37 | 04:32 | 03:21 |
 | Null Talisman | 4 | 28.57% | 64.5 | 50.00% | +10.00% | -50.00% | +50.00% | 0.00% | 02:35 | 00:04 | 00:04 | 01:58 | 02:48 | 05:29 | 02:44 | 02:01 |
 | Magic Wand | 10 | 71.43% | 61.3 | 30.00% | -45.00% | -30.00% | +70.00% | 13.22% | 11:59 | 02:48 | 05:50 | 10:23 | 13:24 | 35:00 | 07:34 | 05:36 |
 | Lotus Orb | 1 | 7.14% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 22:50 | 00:00 | 00:00 |
 | Ring of Health | 1 | 7.14% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 22:44 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 7.14% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Medallion of Courage | 6 | 42.86% | 48.4 | 33.33% | -16.67% | +16.67% | -33.33% | -3.09% | 17:55 | 09:46 | 10:09 | 14:25 | 26:19 | 27:01 | 16:10 | 11:58 |
 | Force Staff | 6 | 42.86% | 45.2 | 33.33% | -16.67% | +16.67% | -33.33% | -8.52% | 23:04 | 17:59 | 18:32 | 22:39 | 24:24 | 30:43 | 05:52 | 04:20 |
 | Blight Stone | 7 | 50.00% | 41.9 | 28.57% | -28.57% | -28.57% | -28.57% | 0.00% | 08:13 | -01:29 | -01:29 | -01:29 | 12:07 | 27:01 | 13:36 | 10:04 |
 | Ring of Protection | 8 | 57.14% | 38.7 | 25.00% | -41.67% | -25.00% | +25.00% | 3.76% | 27:45 | 15:55 | 17:10 | 20:22 | 30:27 | 51:18 | 13:17 | 09:50 |
 | Guardian Greaves | 8 | 57.14% | 35.5 | 25.00% | -41.67% | -25.00% | +25.00% | 3.18% | 28:45 | 17:46 | 17:47 | 21:05 | 33:31 | 51:21 | 15:44 | 11:39 |
 | Buckler | 8 | 57.14% | 32.3 | 25.00% | -41.67% | -25.00% | +25.00% | 3.84% | 27:51 | 15:55 | 17:26 | 21:00 | 30:27 | 51:18 | 13:01 | 09:38 |
 | Aether Lens | 3 | 21.43% | 29.0 | 33.33% | -12.12% | -33.33% | 0.00% | 0.00% | 31:52 | 27:24 | 27:24 | 27:34 | 40:37 | 40:37 | 13:13 | 09:47 |
 | Crown | 4 | 28.57% | 25.8 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 24:01 | 15:21 | 15:21 | 17:01 | 31:29 | 32:14 | 16:08 | 11:57 |
 | Solar Crest | 4 | 28.57% | 22.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 25:37 | 15:48 | 15:48 | 21:48 | 32:07 | 32:43 | 16:19 | 12:05 |
 | Wind Lace | 5 | 35.71% | 19.4 | 20.00% | -35.56% | -20.00% | -20.00% | 0.00% | 24:23 | 15:21 | 15:21 | 26:57 | 31:37 | 32:14 | 16:16 | 12:02 |
 | Hand of Midas | 3 | 21.43% | 16.1 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 10:07 | 08:00 | 08:00 | 11:05 | 11:16 | 11:16 | 03:16 | 02:25 |
 | Bottle | 3 | 21.43% | 12.9 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 01:20 | 01:19 | 01:19 | 01:20 | 01:21 | 01:21 | 00:02 | 00:01 |
 | Octarine Core | 1 | 7.14% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 7.14% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Black King Bar | 1 | 7.14% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |