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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 | |
 | Shiva's Guard | 6 | 31.58% | 100.0 | 83.33% | +60.25% | +16.67% | +16.67% | 0.00% | 33:45 | 23:40 | 25:31 | 34:12 | 34:41 | 50:01 | 09:10 | 06:47 |
 | Flying Courier | 3 | 15.79% | 97.6 | 100.00% | +68.75% | 0.00% | 0.00% | 0.00% | 03:23 | 03:16 | 03:16 | 03:23 | 03:29 | 03:29 | 00:13 | 00:09 |
 | Black King Bar | 6 | 31.58% | 95.1 | 66.67% | +35.90% | -16.67% | +33.33% | 4.23% | 30:50 | 19:23 | 25:39 | 27:01 | 37:29 | 38:14 | 11:50 | 08:45 |
 | Helm of Iron Will | 2 | 10.53% | 92.7 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 11:42 | 09:41 | 09:41 | 13:42 | 13:42 | 13:42 | 04:01 | 02:58 |
 | Armlet of Mordiggian | 2 | 10.53% | 90.2 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 15:49 | 13:55 | 13:55 | 17:42 | 17:42 | 17:42 | 03:47 | 02:48 |
 | Magic Stick | 15 | 78.95% | 87.8 | 46.67% | +21.67% | +3.33% | -21.67% | -7.50% | 05:27 | 01:07 | 03:27 | 04:59 | 06:47 | 10:44 | 03:20 | 02:28 |
 | Boots of Speed | 19 | 100.00% | 85.4 | 42.11% | +42.11% | +17.89% | +17.89% | 0.00% | 00:42 | -01:29 | -01:28 | 01:29 | 02:24 | 04:03 | 03:52 | 02:51 |
 | Magic Wand | 13 | 68.42% | 82.9 | 46.15% | +12.82% | +20.52% | +20.52% | 0.00% | 08:53 | 04:44 | 05:29 | 08:26 | 10:44 | 17:41 | 05:15 | 03:53 |
 | Wind Lace | 11 | 57.89% | 80.5 | 45.45% | +7.95% | +21.22% | -12.12% | -3.79% | 06:24 | -01:23 | -01:21 | 06:04 | 10:09 | 17:09 | 11:30 | 08:31 |
 | Tranquil Boots | 11 | 57.89% | 78.0 | 45.45% | +7.95% | +21.22% | -12.12% | -13.61% | 05:07 | 01:50 | 03:41 | 05:02 | 06:08 | 08:23 | 02:27 | 01:48 |
 | Hand of Midas | 8 | 42.11% | 75.6 | 50.00% | +13.64% | 0.00% | 0.00% | 0.00% | 17:25 | 08:35 | 12:15 | 14:37 | 18:49 | 29:34 | 06:34 | 04:51 |
 | Blink Dagger | 16 | 84.21% | 73.2 | 37.50% | -29.17% | +62.50% | -37.50% | -12.99% | 23:56 | 13:42 | 19:28 | 23:51 | 27:10 | 37:14 | 07:42 | 05:42 |
 | Ring of Protection | 15 | 78.95% | 70.7 | 33.33% | -41.67% | -8.33% | -8.33% | 0.00% | 02:24 | -01:28 | -01:27 | 03:23 | 04:43 | 07:28 | 06:10 | 04:34 |
 | Phase Boots | 3 | 15.79% | 68.3 | 66.67% | +29.17% | -66.67% | 0.00% | 0.00% | 07:38 | 05:45 | 05:45 | 08:29 | 08:39 | 08:39 | 02:54 | 02:08 |
 | Ring of Health | 7 | 36.84% | 65.9 | 42.86% | +1.19% | +7.14% | +57.14% | 4.34% | 23:25 | 07:01 | 14:35 | 19:52 | 26:06 | 45:25 | 11:31 | 08:31 |
 | Void Stone | 4 | 21.05% | 63.4 | 50.00% | +10.00% | -50.00% | +50.00% | 0.00% | 37:19 | 27:37 | 27:37 | 34:21 | 41:54 | 45:25 | 14:17 | 10:34 |
 | Stout Shield | 10 | 52.63% | 61.0 | 30.00% | -25.56% | +36.67% | +20.00% | -6.80% | 02:44 | -01:28 | -01:27 | 01:00 | 03:54 | 19:10 | 05:21 | 03:57 |
 | Octarine Core | 1 | 5.26% | 58.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.26% | 56.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:27 | 45:27 | 45:27 | 45:27 | 45:27 | 45:27 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 5.26% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:05 | 03:05 | 03:05 | 03:05 | 03:05 | 03:05 | 00:00 | 00:00 |
 | Morbid Mask | 5 | 26.32% | 51.2 | 40.00% | -2.86% | +60.00% | +60.00% | 0.00% | 19:43 | 12:04 | 12:04 | 19:47 | 23:27 | 29:56 | 11:23 | 08:25 |
 | Bracer | 5 | 26.32% | 48.8 | 40.00% | -2.86% | +60.00% | -40.00% | 0.00% | 10:29 | 08:58 | 08:58 | 10:35 | 11:23 | 11:35 | 02:25 | 01:47 |
 | Vladmir's Offering | 5 | 26.32% | 46.3 | 40.00% | -2.86% | -40.00% | +60.00% | 0.00% | 20:35 | 13:47 | 13:47 | 20:10 | 24:54 | 29:56 | 11:07 | 08:14 |
 | Ring of Basilius | 5 | 26.32% | 43.9 | 40.00% | -2.86% | -40.00% | +60.00% | 0.00% | 14:54 | 05:29 | 05:29 | 08:37 | 24:54 | 28:23 | 19:25 | 14:22 |
 | Drum of Endurance | 5 | 26.32% | 41.5 | 40.00% | -2.86% | +60.00% | -40.00% | 0.00% | 14:32 | 10:29 | 10:29 | 14:54 | 15:57 | 17:33 | 05:28 | 04:02 |
 | Quelling Blade | 9 | 47.37% | 39.0 | 22.22% | -37.78% | -22.22% | +27.78% | 50.00% | 01:09 | -01:28 | -01:23 | 00:58 | 01:40 | 07:34 | 03:03 | 02:15 |
 | Headdress | 9 | 47.37% | 36.6 | 22.22% | -37.78% | +27.78% | +27.78% | 0.00% | 17:24 | 09:40 | 12:23 | 17:25 | 19:22 | 28:23 | 06:59 | 05:10 |
 | Vanguard | 2 | 10.53% | 34.1 | 50.00% | +8.82% | +50.00% | 0.00% | 0.00% | 12:12 | 09:02 | 09:02 | 15:22 | 15:22 | 15:22 | 06:20 | 04:41 |
 | Crimson Guard | 2 | 10.53% | 31.7 | 50.00% | +8.82% | +50.00% | 0.00% | 0.00% | 14:44 | 10:03 | 10:03 | 19:25 | 19:25 | 19:25 | 09:22 | 06:56 |
 | Lotus Orb | 3 | 15.79% | 29.3 | 33.33% | -10.42% | -33.33% | 0.00% | 0.00% | 35:52 | 27:37 | 27:37 | 34:44 | 45:15 | 45:15 | 17:38 | 13:03 |
 | Arcane Boots | 4 | 21.05% | 26.8 | 25.00% | -21.67% | +75.00% | -25.00% | 0.00% | 05:55 | 02:44 | 02:44 | 05:03 | 07:33 | 08:18 | 04:49 | 03:34 |
 | Buckler | 6 | 31.58% | 24.4 | 16.67% | -37.18% | +33.33% | -16.67% | -7.14% | 11:24 | 07:07 | 08:45 | 09:04 | 15:45 | 18:00 | 07:00 | 05:11 |
 | Chainmail | 7 | 36.84% | 22.0 | 14.29% | -44.04% | +35.71% | -14.29% | -6.29% | 12:40 | 07:07 | 07:47 | 09:44 | 15:44 | 21:36 | 07:57 | 05:53 |
 | Shadow Blade | 3 | 15.79% | 19.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 25:41 | 19:33 | 19:33 | 22:04 | 35:25 | 35:25 | 15:52 | 11:45 |
 | Sange | 1 | 5.26% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.26% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:52 | 19:52 | 19:52 | 19:52 | 19:52 | 19:52 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 5.26% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 5.26% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 00:00 | 00:00 |
 | Iron Talon | 5 | 26.32% | 7.3 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 02:07 | -01:28 | -01:28 | -00:42 | 03:03 | 10:52 | 04:31 | 03:20 |
 | Mekansm | 3 | 15.79% | 4.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 17:27 | 15:24 | 15:24 | 16:42 | 20:14 | 20:14 | 04:50 | 03:34 |
 | Power Treads | 1 | 5.26% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:01 | 14:01 | 14:01 | 14:01 | 14:01 | 14:01 | 00:00 | 00:00 |