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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 | 3 | 27.27% | 100.0 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 32:27 | 28:12 | 28:12 | 32:17 | 36:53 | 36:53 | 08:41 | 06:25 |
 | Boots of Speed | 11 | 100.00% | 96.7 | 54.55% | +54.55% | -21.22% | +12.12% | 14.60% | 04:45 | -01:29 | 03:15 | 04:13 | 05:32 | 11:42 | 02:17 | 01:41 |
 | Arcane Boots | 11 | 100.00% | 93.3 | 54.55% | +54.55% | -21.22% | +12.12% | 8.16% | 10:34 | 06:28 | 07:35 | 09:32 | 11:40 | 17:51 | 04:05 | 03:01 |
 | Headdress | 11 | 100.00% | 90.0 | 54.55% | +54.55% | -21.22% | +45.45% | 11.05% | 15:48 | 07:54 | 11:09 | 12:39 | 17:11 | 35:31 | 06:02 | 04:28 |
 | Holy Locket | 2 | 18.18% | 86.7 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 29:25 | 20:44 | 20:44 | 38:06 | 38:06 | 38:06 | 17:22 | 12:51 |
 | Chainmail | 10 | 90.91% | 83.3 | 50.00% | -50.00% | +16.67% | 0.00% | -3.37% | 13:34 | 09:12 | 10:31 | 11:42 | 15:28 | 25:41 | 04:57 | 03:40 |
 | Magic Stick | 10 | 90.91% | 80.0 | 50.00% | -50.00% | +16.67% | 0.00% | -3.28% | 03:58 | -01:29 | 01:54 | 02:10 | 06:59 | 09:52 | 05:05 | 03:45 |
 | Mekansm | 9 | 81.82% | 76.7 | 44.44% | -55.56% | -44.44% | +5.56% | 21.43% | 16:05 | 11:02 | 13:31 | 14:52 | 15:51 | 28:10 | 02:20 | 01:43 |
 | Aghanim's Shard | 6 | 54.55% | 73.3 | 50.00% | -10.00% | +50.00% | +50.00% | 0.00% | 29:50 | 21:20 | 22:04 | 22:51 | 31:34 | 51:34 | 09:30 | 07:02 |
 | Fluffy Hat | 7 | 63.64% | 70.0 | 42.86% | -32.14% | +7.14% | +57.14% | 7.03% | 16:56 | 12:23 | 12:31 | 17:47 | 19:38 | 20:32 | 07:07 | 05:16 |
 | Magic Wand | 8 | 72.73% | 66.7 | 37.50% | -62.50% | -37.50% | +62.50% | 12.88% | 12:53 | 02:48 | 05:38 | 10:23 | 13:24 | 35:00 | 07:46 | 05:45 |
 | Null Talisman | 4 | 36.36% | 63.3 | 50.00% | -7.14% | -50.00% | +50.00% | 0.00% | 02:35 | 00:04 | 00:04 | 01:58 | 02:48 | 05:29 | 02:44 | 02:01 |
 | Blight Stone | 4 | 36.36% | 60.0 | 50.00% | -7.14% | +50.00% | -50.00% | 0.00% | 12:06 | -01:29 | -01:29 | -01:29 | 24:19 | 27:01 | 25:48 | 19:06 |
 | Void Stone | 4 | 36.36% | 56.7 | 50.00% | -7.14% | +50.00% | +50.00% | 0.00% | 29:16 | 22:43 | 22:43 | 26:28 | 27:15 | 40:37 | 04:32 | 03:21 |
 | Medallion of Courage | 4 | 36.36% | 53.3 | 50.00% | -7.14% | +50.00% | -50.00% | 0.00% | 20:45 | 09:46 | 09:46 | 19:52 | 26:19 | 27:01 | 16:33 | 12:15 |
 | Aghanim's Scepter | 1 | 9.09% | 50.0 | 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 |
 | Ring of Health | 1 | 9.09% | 46.7 | 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 |
 | Lotus Orb | 1 | 9.09% | 43.3 | 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 |
 | Force Staff | 5 | 45.45% | 40.0 | 40.00% | -26.67% | -40.00% | -40.00% | 0.00% | 21:32 | 17:59 | 17:59 | 22:39 | 24:06 | 24:24 | 06:07 | 04:31 |
 | Buckler | 7 | 63.64% | 36.7 | 28.57% | -71.43% | -28.57% | +71.43% | 15.63% | 24:30 | 15:55 | 17:26 | 21:00 | 23:50 | 45:08 | 06:24 | 04:44 |
 | Ring of Protection | 7 | 63.64% | 33.3 | 28.57% | -71.43% | -28.57% | +71.43% | 15.00% | 24:23 | 15:55 | 17:10 | 20:22 | 23:50 | 45:08 | 06:40 | 04:56 |
 | Guardian Greaves | 7 | 63.64% | 30.0 | 28.57% | -71.43% | -28.57% | +71.43% | 15.63% | 25:31 | 17:46 | 17:47 | 21:05 | 24:11 | 45:30 | 06:24 | 04:44 |
 | Crown | 2 | 18.18% | 26.7 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 31:52 | 31:29 | 31:29 | 32:14 | 32:14 | 32:14 | 00:45 | 00:33 |
 | Solar Crest | 2 | 18.18% | 23.3 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 32:25 | 32:07 | 32:07 | 32:43 | 32:43 | 32:43 | 00:36 | 00:26 |
 | Wind Lace | 3 | 27.27% | 20.0 | 33.33% | -29.17% | -33.33% | 0.00% | 0.00% | 30:16 | 26:57 | 26:57 | 31:37 | 32:14 | 32:14 | 05:17 | 03:54 |
 | Aether Lens | 3 | 27.27% | 16.7 | 33.33% | -29.17% | -33.33% | 0.00% | 0.00% | 31:52 | 27:24 | 27:24 | 27:34 | 40:37 | 40:37 | 13:13 | 09:47 |
 | Bottle | 3 | 27.27% | 13.3 | 0.00% | -75.00% | 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 | 9.09% | 10.0 | 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 |
 | Hand of Midas | 3 | 27.27% | 6.7 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 10:07 | 08:00 | 08:00 | 11:05 | 11:16 | 11:16 | 03:16 | 02:25 |
 | Black King Bar | 1 | 9.09% | 3.3 | 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 |