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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 | |
 | Ring of Basilius | 7 | 53.85% | 100.0 | 85.71% | +85.71% | +14.29% | +14.29% | 0.00% | 14:12 | 04:27 | 07:36 | 08:50 | 13:55 | 38:36 | 06:19 | 04:40 |
 | Fluffy Hat | 3 | 23.08% | 97.1 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 23:31 | 19:05 | 19:05 | 23:11 | 28:18 | 28:18 | 09:13 | 06:49 |
 | Force Staff | 3 | 23.08% | 94.1 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 24:46 | 22:50 | 22:50 | 23:11 | 28:18 | 28:18 | 05:28 | 04:02 |
 | Buckler | 5 | 38.46% | 91.2 | 80.00% | +55.00% | +20.00% | +20.00% | 0.00% | 22:53 | -01:29 | -01:29 | 24:13 | 32:58 | 37:12 | 34:27 | 25:31 |
 | Mekansm | 10 | 76.92% | 88.2 | 60.00% | +60.00% | -26.67% | -10.00% | 3.41% | 13:13 | 09:53 | 11:23 | 11:54 | 16:16 | 18:44 | 04:53 | 03:37 |
 | Blight Stone | 6 | 46.15% | 85.3 | 66.67% | +38.10% | -16.67% | +33.33% | 1.83% | 13:47 | -01:29 | -01:29 | -01:29 | 28:50 | 39:37 | 30:19 | 22:27 |
 | Chainmail | 11 | 84.62% | 82.4 | 54.55% | +54.55% | -21.22% | +12.12% | 13.61% | 08:54 | 05:23 | 07:20 | 08:11 | 09:47 | 14:47 | 02:27 | 01:48 |
 | Magic Wand | 2 | 15.38% | 79.4 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 15:16 | 13:13 | 13:13 | 17:19 | 17:19 | 17:19 | 04:06 | 03:02 |
 | Aghanim's Shard | 4 | 30.77% | 76.5 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 21:51 | 16:09 | 16:09 | 19:39 | 22:31 | 29:04 | 06:22 | 04:42 |
 | Vladmir's Offering | 4 | 30.77% | 73.5 | 75.00% | +41.67% | -75.00% | +25.00% | 0.00% | 33:00 | 27:24 | 27:24 | 31:41 | 33:39 | 39:15 | 06:15 | 04:37 |
 | Morbid Mask | 4 | 30.77% | 70.6 | 75.00% | +41.67% | -75.00% | +25.00% | 0.00% | 31:36 | 23:28 | 23:28 | 31:22 | 32:58 | 38:36 | 09:30 | 07:02 |
 | Ring of Protection | 4 | 30.77% | 67.6 | 75.00% | +41.67% | -75.00% | +25.00% | 0.00% | 27:22 | 15:05 | 15:05 | 24:13 | 32:58 | 37:12 | 17:53 | 13:14 |
 | Boots of Speed | 9 | 69.23% | 64.7 | 55.56% | +30.56% | -55.56% | +44.44% | 8.36% | 17:32 | 02:56 | 12:13 | 14:00 | 24:11 | 33:30 | 11:58 | 08:51 |
 | Headdress | 12 | 92.31% | 61.8 | 50.00% | +50.00% | -16.67% | +16.67% | 4.73% | 04:12 | -01:29 | -01:29 | 00:44 | 08:32 | 18:43 | 10:01 | 07:25 |
 | Solar Crest | 3 | 23.08% | 58.8 | 66.67% | +26.67% | -66.67% | 0.00% | 0.00% | 26:39 | 14:52 | 14:52 | 25:27 | 39:38 | 39:38 | 24:46 | 18:20 |
 | Wind Lace | 7 | 53.85% | 55.9 | 42.86% | -7.14% | -42.86% | +57.14% | 8.78% | 19:29 | 08:03 | 09:39 | 17:34 | 21:02 | 39:37 | 11:23 | 08:25 |
 | Medallion of Courage | 4 | 30.77% | 52.9 | 50.00% | +5.56% | -50.00% | +50.00% | 0.00% | 24:14 | 08:01 | 08:01 | 20:29 | 28:50 | 39:37 | 20:49 | 15:25 |
 | Magic Stick | 4 | 30.77% | 50.0 | 50.00% | +5.56% | -50.00% | +50.00% | 0.00% | 05:30 | -01:29 | -01:29 | 01:34 | 04:34 | 17:19 | 06:03 | 04:28 |
 | Crown | 4 | 30.77% | 47.1 | 50.00% | +5.56% | -50.00% | +50.00% | 0.00% | 17:36 | -01:29 | -01:29 | 11:28 | 20:46 | 39:37 | 22:15 | 16:28 |
 | Refresher Orb | 1 | 7.69% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 50:37 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 7.69% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 15.38% | 38.2 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 33:50 | 30:36 | 30:36 | 37:03 | 37:03 | 37:03 | 06:27 | 04:46 |
 | Void Stone | 2 | 15.38% | 35.3 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 39:05 | 29:22 | 29:22 | 48:48 | 48:48 | 48:48 | 19:26 | 14:23 |
 | Drum of Endurance | 4 | 30.77% | 32.4 | 25.00% | -30.56% | -25.00% | +75.00% | 0.00% | 18:48 | 12:57 | 12:57 | 20:10 | 20:19 | 21:44 | 07:22 | 05:27 |
 | Tranquil Boots | 4 | 30.77% | 29.4 | 25.00% | -30.56% | -25.00% | +75.00% | 0.00% | 27:02 | 16:03 | 16:03 | 25:12 | 29:11 | 37:43 | 13:08 | 09:43 |
 | Ring of Health | 5 | 38.46% | 26.5 | 20.00% | -42.50% | -20.00% | +80.00% | 4.32% | 30:55 | 16:05 | 16:05 | 29:22 | 39:14 | 48:48 | 23:09 | 17:08 |
 | Helm of the Dominator | 1 | 7.69% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 7.69% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 15.38% | 17.6 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 18:47 | 16:17 | 16:17 | 21:17 | 21:17 | 21:17 | 05:00 | 03:42 |
 | Lotus Orb | 1 | 7.69% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 00:00 | 00:00 |
 | Vanguard | 1 | 7.69% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 7.69% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 7.69% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 15.38% | 2.9 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 26:34 | 26:13 | 26:13 | 26:55 | 26:55 | 26:55 | 00:42 | 00:31 |