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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 | |
 | Arcane Boots | 24 | 64.86% | 100.0 | 62.50% | +39.42% | +20.83% | -29.17% | -10.95% | 15:04 | 08:12 | 11:27 | 12:25 | 16:01 | 35:26 | 04:34 | 03:22 |
 | Wind Lace | 16 | 43.24% | 96.8 | 62.50% | +24.40% | -12.50% | +12.50% | 4.78% | 09:02 | -01:29 | 04:37 | 06:54 | 09:51 | 35:38 | 05:14 | 03:52 |
 | Aghanim's Shard | 27 | 72.97% | 93.5 | 55.56% | +25.56% | +15.87% | -26.99% | -11.43% | 19:45 | 15:01 | 17:27 | 18:48 | 21:12 | 32:12 | 03:45 | 02:46 |
 | Boots of Speed | 37 | 100.00% | 90.3 | 48.65% | +48.65% | -4.21% | +18.02% | 9.81% | 06:53 | 01:29 | 05:30 | 06:33 | 07:46 | 11:41 | 02:16 | 01:40 |
 | Magic Stick | 37 | 100.00% | 87.1 | 48.65% | +48.65% | -4.21% | +6.91% | 2.21% | 03:05 | -01:29 | -01:29 | 02:04 | 06:31 | 12:49 | 08:00 | 05:55 |
 | Fluffy Hat | 28 | 75.68% | 83.9 | 50.00% | +5.56% | -21.43% | +7.14% | 2.85% | 16:36 | 08:51 | 11:13 | 14:26 | 21:14 | 31:02 | 10:01 | 07:25 |
 | Magic Wand | 35 | 94.59% | 80.6 | 45.71% | -54.29% | -1.27% | +9.85% | 2.89% | 08:35 | 00:43 | 06:39 | 08:51 | 10:30 | 21:01 | 03:51 | 02:51 |
 | Void Stone | 6 | 16.22% | 77.4 | 66.67% | +21.51% | -66.67% | +33.33% | 6.36% | 27:10 | 14:51 | 18:06 | 29:23 | 33:49 | 35:29 | 15:43 | 11:38 |
 | Aether Lens | 6 | 16.22% | 74.2 | 66.67% | +21.51% | -66.67% | +33.33% | 5.98% | 28:38 | 18:25 | 19:10 | 30:34 | 35:54 | 35:58 | 16:44 | 12:23 |
 | Force Staff | 12 | 32.43% | 71.0 | 50.00% | +2.00% | -16.67% | +50.00% | 7.35% | 28:49 | 20:20 | 21:19 | 27:32 | 30:23 | 47:05 | 09:04 | 06:42 |
 | Glimmer Cape | 7 | 18.92% | 67.7 | 57.14% | +10.47% | +42.86% | -7.14% | -5.00% | 29:39 | 21:55 | 22:05 | 28:51 | 32:05 | 41:22 | 10:00 | 07:24 |
 | Ghost Scepter | 5 | 13.51% | 64.5 | 60.00% | +13.12% | +40.00% | -60.00% | -20.27% | 28:28 | 24:14 | 24:14 | 27:58 | 29:10 | 34:39 | 04:56 | 03:39 |
 | Tranquil Boots | 5 | 13.51% | 61.3 | 60.00% | +13.12% | +40.00% | +40.00% | 0.00% | 15:42 | 07:25 | 07:25 | 12:09 | 25:16 | 26:06 | 17:51 | 13:13 |
 | Holy Locket | 3 | 8.11% | 58.1 | 66.67% | +19.61% | +33.33% | 0.00% | 0.00% | 21:50 | 16:33 | 16:33 | 23:32 | 25:26 | 25:26 | 08:53 | 06:34 |
 | Blight Stone | 3 | 8.11% | 54.8 | 66.67% | +19.61% | +33.33% | 0.00% | 0.00% | -00:53 | -01:29 | -01:29 | -01:29 | 00:19 | 00:19 | 01:48 | 01:20 |
 | Headdress | 7 | 18.92% | 51.6 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 18:20 | -01:29 | -01:29 | 24:27 | 24:48 | 35:06 | 26:17 | 19:28 |
 | Hood of Defiance | 1 | 2.70% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.70% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:48 | 28:48 | 28:48 | 28:48 | 28:48 | 28:48 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.70% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:48 | 56:48 | 56:48 | 56:48 | 56:48 | 56:48 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.70% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:18 | 04:18 | 04:18 | 04:18 | 04:18 | 04:18 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.70% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.70% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Chainmail | 3 | 8.11% | 29.0 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 20:39 | 03:47 | 03:47 | 23:04 | 35:06 | 35:06 | 31:19 | 23:11 |
 | Ring of Basilius | 2 | 5.41% | 25.8 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 00:39 | -01:29 | -01:29 | 02:47 | 02:47 | 02:47 | 04:16 | 03:09 |
 | Guardian Greaves | 1 | 2.70% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 35:43 | 00:00 | 00:00 |
 | Buckler | 1 | 2.70% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 00:00 | 00:00 |
 | Mekansm | 2 | 5.41% | 16.1 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 30:45 | 26:24 | 26:24 | 35:06 | 35:06 | 35:06 | 08:42 | 06:26 |
 | Hand of Midas | 2 | 5.41% | 12.9 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 33:51 | 17:24 | 17:24 | 50:17 | 50:17 | 50:17 | 32:53 | 24:21 |
 | Aeon Disk | 2 | 5.41% | 9.7 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 36:46 | 29:18 | 29:18 | 44:14 | 44:14 | 44:14 | 14:56 | 11:03 |
 | Ring of Protection | 1 | 2.70% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.70% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 00:00 | 00:00 |