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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 | |
 | Vanguard | 9 | 47.37% | 100.0 | 66.67% | +56.67% | -16.67% | -66.67% | -9.93% | 28:29 | 16:05 | 25:26 | 28:25 | 30:28 | 36:13 | 05:02 | 03:43 |
 | Abyssal Blade | 7 | 36.84% | 97.1 | 71.43% | +54.76% | +28.57% | -71.43% | -50.42% | 31:09 | 27:16 | 28:36 | 30:11 | 30:35 | 36:30 | 01:59 | 01:28 |
 | Refresher Orb | 4 | 21.05% | 94.3 | 75.00% | +48.33% | +25.00% | +25.00% | 0.00% | 40:36 | 32:28 | 32:28 | 35:31 | 36:22 | 58:02 | 03:54 | 02:53 |
 | Skull Basher | 15 | 78.95% | 91.4 | 46.67% | +46.67% | +53.33% | -46.67% | -28.99% | 26:45 | 23:25 | 24:50 | 25:54 | 28:17 | 32:05 | 03:27 | 02:33 |
 | Battle Fury | 16 | 84.21% | 88.6 | 43.75% | +43.75% | +31.25% | -43.75% | -37.82% | 15:12 | 13:21 | 13:44 | 15:25 | 15:43 | 17:42 | 01:59 | 01:28 |
 | Black King Bar | 16 | 84.21% | 85.7 | 43.75% | +43.75% | +31.25% | -18.75% | -15.54% | 20:43 | 16:49 | 18:54 | 20:26 | 22:07 | 24:17 | 03:13 | 02:22 |
 | Magic Wand | 13 | 68.42% | 82.9 | 46.15% | +29.48% | -12.82% | +20.52% | 7.72% | 08:19 | 03:06 | 05:01 | 06:30 | 09:20 | 18:42 | 04:19 | 03:11 |
 | Void Stone | 13 | 68.42% | 80.0 | 46.15% | +29.48% | +20.52% | -46.15% | -66.67% | 12:33 | 09:39 | 11:43 | 12:20 | 12:28 | 17:29 | 00:45 | 00:33 |
 | Blink Dagger | 17 | 89.47% | 77.1 | 41.18% | +41.18% | +8.82% | -41.18% | -17.14% | 22:00 | 15:10 | 20:46 | 21:57 | 23:41 | 26:24 | 02:55 | 02:09 |
 | Magic Stick | 18 | 94.74% | 74.3 | 38.89% | +38.89% | -18.89% | +36.11% | 0.00% | -01:03 | -01:30 | -01:29 | -01:29 | -01:29 | 06:20 | 00:00 | 00:00 |
 | Boots of Speed | 19 | 100.00% | 71.4 | 36.84% | +36.84% | +23.16% | +3.16% | -11.32% | 03:50 | 01:59 | 02:44 | 03:42 | 04:30 | 07:21 | 01:46 | 01:18 |
 | Quelling Blade | 19 | 100.00% | 68.6 | 36.84% | +36.84% | -16.84% | +23.16% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -01:19 | 00:00 | 00:00 |
 | Ring of Health | 15 | 78.95% | 65.7 | 40.00% | +15.00% | -15.00% | -40.00% | -4.21% | 07:51 | 02:30 | 02:52 | 04:41 | 08:48 | 35:18 | 05:56 | 04:23 |
 | Power Treads | 5 | 26.32% | 62.9 | 60.00% | +31.43% | +40.00% | +40.00% | 0.00% | 08:03 | 06:04 | 06:04 | 07:47 | 08:42 | 10:40 | 02:38 | 01:57 |
 | Swift Blink | 3 | 15.79% | 60.0 | 66.67% | +35.42% | +33.33% | 0.00% | 0.00% | 38:57 | 31:55 | 31:55 | 41:17 | 43:38 | 43:38 | 11:43 | 08:40 |
 | Wind Lace | 13 | 68.42% | 57.1 | 30.77% | -19.23% | +2.56% | -30.77% | -3.13% | 15:39 | 06:09 | 08:01 | 14:44 | 18:40 | 30:44 | 10:39 | 07:53 |
 | Orb of Venom | 8 | 42.11% | 54.3 | 37.50% | +1.14% | +12.50% | -37.50% | -34.09% | 02:12 | -01:19 | 00:54 | 01:20 | 02:22 | 06:03 | 01:28 | 01:05 |
 | Phase Boots | 14 | 73.68% | 51.4 | 28.57% | -31.43% | -3.57% | -28.57% | -9.38% | 07:41 | 05:16 | 06:03 | 07:47 | 08:43 | 10:18 | 02:40 | 01:58 |
 | Chainmail | 14 | 73.68% | 48.6 | 28.57% | -31.43% | -3.57% | -28.57% | -10.42% | 07:06 | 04:45 | 05:18 | 07:07 | 07:42 | 10:18 | 02:24 | 01:46 |
 | Linken's Sphere | 1 | 5.26% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:44 | 49:44 | 49:44 | 49:44 | 49:44 | 49:44 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 10.53% | 42.9 | 50.00% | +14.71% | -50.00% | 0.00% | 0.00% | 36:21 | 34:33 | 34:33 | 38:08 | 38:08 | 38:08 | 03:35 | 02:39 |
 | Cornucopia | 3 | 15.79% | 40.0 | 33.33% | -4.17% | -33.33% | 0.00% | 0.00% | 12:44 | 06:45 | 06:45 | 15:20 | 16:06 | 16:06 | 09:21 | 06:55 |
 | Javelin | 4 | 21.05% | 37.1 | 25.00% | -15.00% | -25.00% | +75.00% | 0.00% | 31:06 | 27:07 | 27:07 | 28:05 | 32:03 | 37:10 | 04:56 | 03:39 |
 | Blight Stone | 4 | 21.05% | 34.3 | 25.00% | -15.00% | -25.00% | -25.00% | 0.00% | 06:49 | 01:39 | 01:39 | 07:00 | 08:52 | 09:43 | 07:13 | 05:20 |
 | Orb of Corrosion | 4 | 21.05% | 31.4 | 25.00% | -15.00% | -25.00% | -25.00% | 0.00% | 08:49 | 06:40 | 06:40 | 08:39 | 09:39 | 10:18 | 02:59 | 02:12 |
 | Fluffy Hat | 4 | 21.05% | 28.6 | 25.00% | -15.00% | -25.00% | -25.00% | 0.00% | 08:07 | 06:04 | 06:04 | 07:49 | 08:53 | 09:43 | 02:49 | 02:05 |
 | Wraith Band | 4 | 21.05% | 25.7 | 25.00% | -15.00% | -25.00% | +75.00% | 0.00% | 03:12 | 01:39 | 01:39 | 01:57 | 02:30 | 06:40 | 00:51 | 00:37 |
 | Aghanim's Shard | 4 | 21.05% | 22.9 | 25.00% | -15.00% | -25.00% | +75.00% | 0.00% | 30:10 | 24:30 | 24:30 | 24:52 | 30:40 | 40:39 | 06:10 | 04:34 |
 | Crystalys | 1 | 5.26% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Diffusal Blade | 2 | 10.53% | 17.1 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 15:56 | 11:24 | 11:24 | 20:27 | 20:27 | 20:27 | 09:03 | 06:42 |
 | Helm of Iron Will | 1 | 5.26% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Nullifier | 1 | 5.26% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 10.53% | 8.6 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 13:14 | 10:06 | 10:06 | 16:22 | 16:22 | 16:22 | 06:16 | 04:38 |
 | Silver Edge | 1 | 5.26% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:42 | 41:42 | 41:42 | 41:42 | 41:42 | 41:42 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.26% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |