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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 | |
 | Mekansm | 6 | 15.38% | 100.0 | 83.33% | +59.09% | +16.67% | +16.67% | 0.00% | 21:22 | 12:53 | 19:03 | 19:21 | 24:37 | 31:19 | 05:34 | 04:07 |
 | Chainmail | 8 | 20.51% | 97.4 | 75.00% | +52.42% | +25.00% | +25.00% | 0.00% | 20:46 | 09:49 | 16:32 | 20:36 | 23:03 | 31:19 | 06:31 | 04:49 |
 | Headdress | 22 | 56.41% | 94.9 | 50.00% | +38.24% | +16.67% | +10.00% | -1.26% | 17:38 | 02:42 | 15:07 | 16:52 | 20:25 | 31:13 | 05:18 | 03:55 |
 | Holy Locket | 18 | 46.15% | 92.3 | 44.44% | +20.63% | +15.56% | -19.44% | -3.29% | 23:29 | 15:01 | 17:30 | 19:29 | 28:09 | 45:02 | 10:39 | 07:53 |
 | Magic Wand | 37 | 94.87% | 89.7 | 35.14% | +35.14% | -35.14% | +20.42% | 7.14% | 11:09 | 02:59 | 06:32 | 09:51 | 14:19 | 30:36 | 07:47 | 05:45 |
 | Boots of Speed | 39 | 100.00% | 87.2 | 33.33% | +33.33% | +36.67% | -3.33% | -5.93% | 05:44 | -01:29 | 01:53 | 06:20 | 08:38 | 14:45 | 06:45 | 05:00 |
 | Magic Stick | 39 | 100.00% | 84.6 | 33.33% | +33.33% | -13.33% | +16.67% | 5.20% | 04:13 | -01:29 | -01:28 | 03:07 | 07:14 | 16:18 | 08:42 | 06:26 |
 | Fluffy Hat | 29 | 74.36% | 82.1 | 34.48% | +4.48% | +8.38% | -5.91% | -1.64% | 14:35 | 03:40 | 08:32 | 12:17 | 17:16 | 41:36 | 08:44 | 06:28 |
 | Ghost Scepter | 8 | 20.51% | 79.5 | 50.00% | +20.97% | -50.00% | 0.00% | 3.06% | 28:42 | 13:46 | 18:41 | 23:22 | 35:02 | 57:45 | 16:21 | 12:06 |
 | Arcane Boots | 21 | 53.85% | 76.9 | 33.33% | 0.00% | +6.67% | -33.33% | -10.26% | 16:15 | 04:18 | 12:16 | 13:56 | 16:10 | 43:11 | 03:54 | 02:53 |
 | Wind Lace | 15 | 38.46% | 74.4 | 33.33% | 0.00% | -33.33% | -8.33% | 1.83% | 15:56 | -01:29 | 07:22 | 12:39 | 21:03 | 42:00 | 13:41 | 10:08 |
 | Crown | 3 | 7.69% | 71.8 | 66.67% | +36.11% | +33.33% | 0.00% | 0.00% | 33:44 | 23:35 | 23:35 | 34:39 | 42:59 | 42:59 | 19:24 | 14:22 |
 | Tranquil Boots | 11 | 28.21% | 69.2 | 36.36% | +4.22% | -3.03% | -3.03% | 0.00% | 21:11 | 09:29 | 15:03 | 18:42 | 20:31 | 42:12 | 05:28 | 04:02 |
 | Ring of Protection | 4 | 10.26% | 66.7 | 50.00% | +18.57% | +50.00% | +50.00% | 0.00% | 07:13 | 01:52 | 01:52 | 02:40 | 08:48 | 15:32 | 06:56 | 05:08 |
 | Guardian Greaves | 1 | 2.56% | 64.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 00:00 | 00:00 |
 | Dagon | 1 | 2.56% | 61.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.56% | 59.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 00:00 | 00:00 |
 | Force Staff | 10 | 25.64% | 56.4 | 30.00% | -4.48% | +3.33% | -30.00% | -1.61% | 31:00 | 18:28 | 20:41 | 27:22 | 41:24 | 50:40 | 20:43 | 15:20 |
 | Glimmer Cape | 12 | 30.77% | 53.8 | 25.00% | -12.04% | +8.33% | -25.00% | -3.68% | 26:49 | 15:38 | 22:34 | 26:25 | 31:38 | 33:49 | 09:04 | 06:42 |
 | Medallion of Courage | 2 | 5.13% | 51.3 | 50.00% | +17.57% | +50.00% | 0.00% | 0.00% | 22:29 | 21:55 | 21:55 | 23:03 | 23:03 | 23:03 | 01:08 | 00:50 |
 | Blight Stone | 2 | 5.13% | 48.7 | 50.00% | +17.57% | +50.00% | 0.00% | 0.00% | 22:29 | 21:55 | 21:55 | 23:03 | 23:03 | 23:03 | 01:08 | 00:50 |
 | Aghanim's Shard | 2 | 5.13% | 46.2 | 50.00% | +17.57% | -50.00% | 0.00% | 0.00% | 32:03 | 17:15 | 17:15 | 46:50 | 46:50 | 46:50 | 29:35 | 21:54 |
 | Boots of Bearing | 2 | 5.13% | 43.6 | 50.00% | +17.57% | +50.00% | 0.00% | 0.00% | 33:06 | 29:00 | 29:00 | 37:11 | 37:11 | 37:11 | 08:11 | 06:03 |
 | Buckler | 3 | 7.69% | 41.0 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 09:17 | 02:40 | 02:40 | 09:39 | 15:32 | 15:32 | 12:52 | 09:31 |
 | Lotus Orb | 3 | 7.69% | 38.5 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 32:20 | 28:11 | 28:11 | 30:40 | 38:08 | 38:08 | 09:57 | 07:22 |
 | Drum of Endurance | 4 | 10.26% | 35.9 | 25.00% | -9.29% | -25.00% | -25.00% | 0.00% | 27:09 | 18:38 | 18:38 | 24:31 | 27:47 | 37:38 | 09:09 | 06:46 |
 | Bracer | 4 | 10.26% | 33.3 | 25.00% | -9.29% | -25.00% | +75.00% | 6.80% | 22:52 | 12:06 | 12:06 | 18:20 | 26:49 | 34:14 | 14:43 | 10:54 |
 | Void Stone | 4 | 10.26% | 30.8 | 25.00% | -9.29% | -25.00% | -25.00% | 0.00% | 38:58 | 27:46 | 27:46 | 29:22 | 37:54 | 60:49 | 10:08 | 07:30 |
 | Ring of Health | 4 | 10.26% | 28.2 | 25.00% | -9.29% | -25.00% | -25.00% | 0.00% | 39:03 | 28:08 | 28:08 | 29:21 | 37:54 | 60:49 | 09:46 | 07:14 |
 | Orb of Venom | 2 | 5.13% | 25.6 | 0.00% | -35.14% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 2.56% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:59 | 42:59 | 42:59 | 42:59 | 42:59 | 42:59 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.56% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:59 | 42:59 | 42:59 | 42:59 | 42:59 | 42:59 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.56% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.56% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:58 | 20:58 | 20:58 | 20:58 | 20:58 | 20:58 | 00:00 | 00:00 |
 | Aeon Disk | 3 | 7.69% | 12.8 | 0.00% | -36.11% | 0.00% | 0.00% | 0.00% | 44:30 | 43:15 | 43:15 | 43:18 | 46:58 | 46:58 | 03:43 | 02:45 |
 | Morbid Mask | 1 | 2.56% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 5.13% | 7.7 | 0.00% | -35.14% | 0.00% | 0.00% | 0.00% | 12:14 | -01:29 | -01:29 | 25:57 | 25:57 | 25:57 | 27:26 | 20:19 |
 | Wraith Pact | 1 | 2.56% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.56% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:58 | 60:58 | 60:58 | 60:58 | 60:58 | 60:58 | 00:00 | 00:00 |