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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 | |
 | Guardian Greaves | 31 | 47.69% | 100.0 | 77.42% | +45.07% | +10.08% | -14.92% | -3.60% | 25:55 | 16:50 | 21:30 | 25:34 | 28:27 | 42:43 | 06:57 | 05:08 |
 | Mekansm | 55 | 84.62% | 96.9 | 63.64% | +63.64% | +36.36% | -27.93% | -11.62% | 15:27 | 08:44 | 12:32 | 15:13 | 18:04 | 22:36 | 05:32 | 04:05 |
 | Chainmail | 55 | 84.62% | 93.8 | 63.64% | +63.64% | +22.07% | -6.50% | -5.32% | 12:28 | 06:13 | 09:23 | 12:01 | 14:45 | 22:36 | 05:22 | 03:58 |
 | Buckler | 55 | 84.62% | 90.6 | 63.64% | +63.64% | +22.07% | -13.64% | -6.65% | 13:08 | 07:14 | 10:06 | 12:43 | 15:28 | 22:36 | 05:22 | 03:58 |
 | Headdress | 59 | 90.77% | 87.5 | 59.32% | +59.32% | +27.35% | -32.65% | -12.00% | 13:33 | 06:22 | 11:00 | 12:41 | 16:00 | 24:11 | 05:00 | 03:42 |
 | Shiva's Guard | 7 | 10.77% | 84.4 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 35:25 | 28:27 | 29:41 | 35:47 | 37:12 | 42:26 | 07:31 | 05:34 |
 | Boots of Speed | 65 | 100.00% | 81.3 | 53.85% | +53.85% | -3.85% | -10.10% | -3.41% | 03:01 | -01:27 | 01:58 | 02:46 | 03:48 | 08:54 | 01:50 | 01:21 |
 | Arcane Boots | 65 | 100.00% | 78.1 | 53.85% | +53.85% | +14.90% | -10.10% | -9.80% | 07:24 | 03:32 | 05:53 | 07:09 | 08:26 | 11:55 | 02:33 | 01:53 |
 | Ring of Protection | 55 | 84.62% | 75.0 | 52.73% | -7.27% | -9.87% | -2.73% | 7.14% | 00:19 | -01:29 | -01:26 | -01:23 | -00:30 | 12:59 | 00:56 | 00:41 |
 | Force Staff | 23 | 35.38% | 71.9 | 60.87% | +10.87% | +5.80% | -10.87% | -3.86% | 30:48 | 16:09 | 26:59 | 29:48 | 31:18 | 50:54 | 04:19 | 03:11 |
 | Blink Dagger | 58 | 89.23% | 68.8 | 51.72% | -19.71% | -11.72% | -23.15% | -1.48% | 18:39 | 11:12 | 14:46 | 17:56 | 22:28 | 29:26 | 07:42 | 05:42 |
 | Quelling Blade | 59 | 90.77% | 65.6 | 50.85% | -32.48% | +2.48% | -10.85% | -10.12% | 01:21 | -01:29 | -01:22 | 01:12 | 02:41 | 06:53 | 04:03 | 03:00 |
 | Magic Stick | 55 | 84.62% | 62.5 | 50.91% | -19.09% | -8.05% | +6.23% | 2.08% | 08:50 | 01:13 | 05:31 | 08:02 | 12:22 | 22:18 | 06:51 | 05:04 |
 | Iron Talon | 51 | 78.46% | 59.4 | 50.98% | -13.31% | +2.87% | -4.83% | -2.67% | 02:09 | -01:29 | -01:26 | 01:28 | 04:19 | 15:02 | 05:45 | 04:15 |
 | Magic Wand | 42 | 64.62% | 56.3 | 50.00% | -10.87% | -13.64% | +10.00% | 2.62% | 12:39 | 01:50 | 07:06 | 11:36 | 16:07 | 35:33 | 09:01 | 06:40 |
 | Ring of Health | 31 | 47.69% | 53.1 | 51.61% | -4.27% | -1.61% | -1.61% | 0.00% | 30:56 | 12:47 | 24:01 | 29:11 | 36:41 | 50:59 | 12:40 | 09:22 |
 | Void Stone | 25 | 38.46% | 50.0 | 52.00% | -3.00% | -2.00% | -2.00% | 0.00% | 35:15 | 21:24 | 25:29 | 33:06 | 44:15 | 54:45 | 18:46 | 13:54 |
 | Refresher Orb | 19 | 29.23% | 46.9 | 47.37% | -9.15% | -7.37% | -7.37% | 0.00% | 40:19 | 25:23 | 34:19 | 40:07 | 44:33 | 54:46 | 10:14 | 07:34 |
 | Ghost Scepter | 2 | 3.08% | 43.8 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 53:54 | 42:18 | 42:18 | 1:05:30 | 1:05:30 | 1:05:30 | 23:12 | 17:11 |
 | Hood of Defiance | 9 | 13.85% | 40.6 | 44.44% | -10.92% | -44.44% | +5.56% | 0.00% | 23:33 | 14:02 | 14:41 | 21:57 | 28:03 | 33:40 | 13:22 | 09:54 |
 | Lotus Orb | 3 | 4.62% | 37.5 | 66.67% | +13.44% | -66.67% | 0.00% | 0.00% | 28:29 | 24:26 | 24:26 | 26:23 | 34:38 | 34:38 | 10:12 | 07:33 |
 | Scythe of Vyse | 1 | 1.54% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.54% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Wind Lace | 1 | 1.54% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.54% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.54% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 00:00 | 00:00 |
 | Pipe of Insight | 6 | 9.23% | 18.8 | 33.33% | -22.60% | +16.67% | -33.33% | 0.00% | 25:37 | 16:42 | 22:48 | 24:17 | 31:53 | 33:40 | 09:05 | 06:43 |
 | Wraith Band | 1 | 1.54% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 00:00 | 00:00 |
 | Stout Shield | 1 | 1.54% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 3.08% | 9.4 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 01:59 | 01:44 | 01:44 | 02:13 | 02:13 | 02:13 | 00:29 | 00:21 |
 | Black King Bar | 1 | 1.54% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 24:22 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.54% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 00:00 | 00:00 |