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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 | 39 | 56.52% | 100.0 | 58.97% | +25.64% | -28.97% | +21.03% | 6.58% | 26:31 | 16:00 | 22:11 | 25:39 | 29:47 | 39:15 | 07:36 | 05:37 |
 | Shiva's Guard | 11 | 15.94% | 97.1 | 72.73% | +29.63% | +27.27% | -6.06% | 0.00% | 35:29 | 28:04 | 29:35 | 37:48 | 38:45 | 43:48 | 09:10 | 06:47 |
 | Ring of Health | 25 | 36.23% | 94.3 | 60.00% | +19.09% | -10.00% | -10.00% | 0.00% | 29:52 | 10:40 | 19:31 | 24:34 | 40:14 | 60:19 | 20:43 | 15:20 |
 | Chainmail | 66 | 95.65% | 91.4 | 50.00% | +50.00% | +8.82% | 0.00% | -3.68% | 11:21 | 06:23 | 10:02 | 11:19 | 12:26 | 15:52 | 02:24 | 01:46 |
 | Buckler | 66 | 95.65% | 88.6 | 50.00% | +50.00% | +2.94% | +6.25% | 1.10% | 11:58 | 06:24 | 10:41 | 11:49 | 13:42 | 17:44 | 03:01 | 02:14 |
 | Headdress | 67 | 97.10% | 85.7 | 49.25% | +49.25% | +21.34% | -8.07% | -6.15% | 10:39 | 04:25 | 08:29 | 10:31 | 13:16 | 15:47 | 04:47 | 03:32 |
 | Arcane Boots | 67 | 97.10% | 82.9 | 49.25% | +49.25% | -2.19% | -8.07% | -0.70% | 12:15 | 05:59 | 08:35 | 11:00 | 16:56 | 21:29 | 08:21 | 06:11 |
 | Mekansm | 65 | 94.20% | 80.0 | 49.23% | +24.23% | +13.27% | +0.77% | -4.49% | 14:33 | 09:48 | 12:58 | 14:36 | 15:45 | 20:15 | 02:47 | 02:03 |
 | Stout Shield | 58 | 84.06% | 77.1 | 50.00% | +13.64% | +10.00% | +14.29% | 4.29% | -00:32 | -01:29 | -01:27 | -01:26 | 00:43 | 06:31 | 02:10 | 01:36 |
 | Void Stone | 20 | 28.99% | 74.3 | 60.00% | +17.14% | 0.00% | 0.00% | 0.00% | 37:10 | 22:29 | 31:35 | 33:41 | 41:22 | 58:51 | 09:47 | 07:14 |
 | Boots of Speed | 69 | 100.00% | 71.4 | 47.83% | +47.83% | +22.76% | -6.65% | -14.12% | 05:32 | 00:40 | 04:27 | 05:28 | 06:32 | 15:03 | 02:05 | 01:32 |
 | Soul Ring | 67 | 97.10% | 68.6 | 47.76% | -2.24% | -6.58% | -6.58% | 0.00% | 04:14 | 02:01 | 03:29 | 04:01 | 04:50 | 09:52 | 01:21 | 01:00 |
 | Blink Dagger | 60 | 86.96% | 65.7 | 48.33% | +3.89% | -1.66% | -8.33% | -1.07% | 22:15 | 15:46 | 19:07 | 21:30 | 25:20 | 32:52 | 06:13 | 04:36 |
 | Ring of Protection | 25 | 36.23% | 62.9 | 52.00% | +6.55% | -18.67% | +14.67% | 33.34% | 01:17 | -01:29 | -01:27 | -01:25 | -00:35 | 59:22 | 00:52 | 00:38 |
 | Magic Stick | 33 | 47.83% | 60.0 | 48.48% | +1.26% | +14.02% | -23.48% | -6.60% | 08:22 | 00:35 | 04:43 | 08:24 | 10:24 | 15:53 | 05:41 | 04:12 |
 | Hood of Defiance | 9 | 13.04% | 57.1 | 66.67% | +21.67% | -16.67% | -16.67% | 0.00% | 24:10 | 18:43 | 19:44 | 23:47 | 26:13 | 31:04 | 06:29 | 04:48 |
 | Quelling Blade | 24 | 34.78% | 54.3 | 50.00% | +3.33% | -33.33% | +16.67% | 50.00% | -01:08 | -01:29 | -01:27 | -01:25 | -01:06 | -00:01 | 00:21 | 00:15 |
 | Crimson Guard | 5 | 7.25% | 51.4 | 80.00% | +34.69% | +20.00% | +20.00% | 0.00% | 23:39 | 20:06 | 20:06 | 24:19 | 24:21 | 28:49 | 04:15 | 03:08 |
 | Force Staff | 17 | 24.64% | 48.6 | 52.94% | +6.79% | -2.94% | +22.06% | 0.00% | 32:01 | 18:58 | 21:28 | 27:43 | 34:20 | 1:05:53 | 12:52 | 09:31 |
 | Magic Wand | 25 | 36.23% | 45.7 | 48.00% | +0.27% | -14.67% | -14.67% | 0.00% | 10:10 | 04:17 | 07:53 | 09:10 | 11:23 | 23:59 | 03:30 | 02:35 |
 | Iron Talon | 23 | 33.33% | 42.9 | 47.83% | 0.00% | -14.50% | +18.84% | 33.34% | -01:07 | -01:29 | -01:27 | -01:25 | -01:06 | -00:01 | 00:21 | 00:15 |
 | Scythe of Vyse | 10 | 14.49% | 40.0 | 60.00% | +14.24% | +6.67% | -60.00% | 0.00% | 42:01 | 27:21 | 38:54 | 39:50 | 45:49 | 55:24 | 06:55 | 05:07 |
 | Vanguard | 6 | 8.70% | 37.1 | 66.67% | +20.64% | -16.67% | +33.33% | 0.00% | 18:34 | 12:13 | 12:46 | 17:28 | 23:06 | 25:09 | 10:20 | 07:39 |
 | Ring of Basilius | 2 | 2.90% | 34.3 | 100.00% | +53.73% | 0.00% | 0.00% | 0.00% | 28:58 | -01:26 | -01:26 | 59:22 | 59:22 | 59:22 | 60:48 | 45:02 |
 | Pipe of Insight | 6 | 8.70% | 31.4 | 50.00% | +2.38% | +50.00% | -50.00% | 0.00% | 26:58 | 19:37 | 23:13 | 26:43 | 31:04 | 34:00 | 07:51 | 05:48 |
 | Black King Bar | 10 | 14.49% | 28.6 | 40.00% | -9.15% | -6.67% | +10.00% | 0.00% | 38:37 | 27:11 | 31:49 | 33:04 | 42:33 | 1:12:28 | 10:44 | 07:57 |
 | Hand of Midas | 3 | 4.35% | 25.7 | 66.67% | +19.70% | +33.33% | 0.00% | 0.00% | 18:20 | 17:58 | 17:58 | 18:15 | 18:48 | 18:48 | 00:50 | 00:37 |
 | Lotus Orb | 4 | 5.80% | 22.9 | 50.00% | +2.31% | -50.00% | -50.00% | 0.00% | 43:10 | 31:42 | 31:42 | 34:58 | 45:18 | 60:43 | 13:36 | 10:04 |
 | Linken's Sphere | 1 | 1.45% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:44 | 59:44 | 59:44 | 59:44 | 59:44 | 59:44 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.45% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.45% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 2.90% | 11.4 | 0.00% | -49.25% | 0.00% | 0.00% | 0.00% | 45:22 | 41:23 | 41:23 | 49:20 | 49:20 | 49:20 | 07:57 | 05:53 |
 | Bottle | 1 | 1.45% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:14 | 01:14 | 01:14 | 01:14 | 01:14 | 01:14 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 2.90% | 5.7 | 0.00% | -49.25% | 0.00% | 0.00% | 0.00% | 31:44 | 26:45 | 26:45 | 36:43 | 36:43 | 36:43 | 09:58 | 07:22 |
 | Flying Courier | 1 | 1.45% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:02 | 03:02 | 03:02 | 03:02 | 03:02 | 03:02 | 00:00 | 00:00 |