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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 | |
 | Abyssal Blade | 6 | 9.09% | 100.0 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 42:34 | 35:35 | 37:27 | 39:49 | 46:12 | 53:20 | 08:45 | 06:28 |
 | Skull Basher | 19 | 28.79% | 98.3 | 78.95% | +30.01% | +21.05% | +21.05% | 0.00% | 32:30 | 20:09 | 28:12 | 32:15 | 33:57 | 46:10 | 05:45 | 04:15 |
 | Blink Dagger | 50 | 75.76% | 96.6 | 68.00% | +43.00% | -6.46% | -9.67% | -0.36% | 20:56 | 12:28 | 15:54 | 18:44 | 24:52 | 37:20 | 08:58 | 06:38 |
 | Ring of Protection | 18 | 27.27% | 94.9 | 77.78% | +27.78% | +22.22% | -27.78% | -5.50% | 28:21 | 04:48 | 26:31 | 30:31 | 35:36 | 53:30 | 09:05 | 06:43 |
 | Nullifier | 15 | 22.73% | 93.2 | 80.00% | +29.02% | -5.00% | +20.00% | 3.27% | 33:08 | 24:25 | 28:51 | 33:14 | 36:30 | 42:16 | 07:39 | 05:40 |
 | Helm of Iron Will | 21 | 31.82% | 91.5 | 71.43% | +20.32% | -11.43% | +8.57% | 0.71% | 23:19 | 03:19 | 04:00 | 26:06 | 32:21 | 41:38 | 28:21 | 21:00 |
 | Wind Lace | 13 | 19.70% | 89.8 | 76.92% | +24.09% | -10.25% | -10.25% | 0.00% | 09:03 | 01:38 | 06:12 | 07:10 | 13:17 | 17:40 | 07:05 | 05:14 |
 | Aghanim's Shard | 51 | 77.27% | 88.1 | 60.78% | +14.11% | +8.45% | +0.76% | -1.78% | 19:26 | 15:00 | 16:12 | 17:47 | 20:31 | 36:05 | 04:19 | 03:11 |
 | Black King Bar | 53 | 80.30% | 86.4 | 60.38% | +14.23% | -6.53% | -14.23% | -1.15% | 23:37 | 13:36 | 20:20 | 23:57 | 27:01 | 33:50 | 06:41 | 04:57 |
 | Buckler | 15 | 22.73% | 84.7 | 73.33% | +20.39% | +1.67% | -23.33% | -3.20% | 34:29 | 26:31 | 29:38 | 33:16 | 37:27 | 53:31 | 07:49 | 05:47 |
 | Magic Wand | 50 | 75.76% | 83.1 | 60.00% | +10.00% | +9.23% | -10.00% | -2.88% | 03:44 | -01:29 | -01:29 | 03:54 | 08:09 | 13:01 | 09:38 | 07:08 |
 | Boots of Speed | 66 | 100.00% | 81.4 | 57.58% | +57.58% | +13.01% | -7.58% | -8.76% | 04:11 | -01:29 | 02:57 | 03:31 | 05:18 | 11:10 | 02:21 | 01:44 |
 | Phase Boots | 61 | 92.42% | 79.7 | 57.38% | -2.62% | +2.62% | -17.38% | -8.16% | 07:30 | 04:10 | 05:50 | 07:01 | 08:17 | 17:48 | 02:27 | 01:48 |
 | Chainmail | 61 | 92.42% | 78.0 | 57.38% | -2.62% | +15.95% | -4.05% | -9.92% | 06:14 | 02:12 | 04:56 | 05:40 | 06:57 | 17:48 | 02:01 | 01:29 |
 | Bracer | 29 | 43.94% | 76.3 | 62.07% | +8.02% | +37.93% | -19.21% | -57.14% | 03:17 | 01:23 | 01:50 | 02:07 | 02:32 | 31:52 | 00:42 | 00:31 |
 | Assault Cuirass | 14 | 21.21% | 74.6 | 71.43% | +17.58% | +28.57% | -4.76% | -5.81% | 36:05 | 27:46 | 32:19 | 33:57 | 38:03 | 53:51 | 05:44 | 04:14 |
 | Magic Stick | 42 | 63.64% | 72.9 | 57.14% | -1.19% | -2.59% | -7.14% | -2.76% | 01:39 | -01:29 | -01:29 | -01:24 | 03:08 | 14:54 | 04:37 | 03:25 |
 | Moon Shard | 4 | 6.06% | 71.2 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 41:04 | 21:55 | 21:55 | 32:43 | 47:26 | 1:02:11 | 25:31 | 18:54 |
 | Urn of Shadows | 4 | 6.06% | 69.5 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 07:25 | 05:48 | 05:48 | 06:43 | 07:47 | 09:22 | 01:59 | 01:28 |
 | Hand of Midas | 15 | 22.73% | 67.8 | 66.67% | +11.77% | +8.33% | -16.67% | -6.15% | 12:23 | 09:09 | 09:50 | 11:16 | 13:54 | 21:25 | 04:04 | 03:00 |
 | Overwhelming Blink | 6 | 9.09% | 66.1 | 83.33% | +28.33% | +16.67% | +16.67% | 0.00% | 41:37 | 35:57 | 36:48 | 37:31 | 40:18 | 59:29 | 03:30 | 02:35 |
 | Crown | 8 | 12.12% | 64.4 | 75.00% | +19.83% | +25.00% | +25.00% | 0.00% | 07:43 | 02:49 | 04:33 | 07:58 | 09:37 | 11:31 | 05:04 | 03:45 |
 | Quelling Blade | 39 | 59.09% | 62.7 | 48.72% | -21.65% | +1.28% | +21.28% | 0.00% | -01:04 | -01:29 | -01:29 | -01:29 | -01:29 | 02:46 | 00:00 | 00:00 |
 | Ring of Health | 11 | 16.67% | 61.0 | 63.64% | +7.28% | -30.31% | +36.36% | 2.06% | 16:49 | 01:32 | 02:53 | 03:52 | 35:19 | 45:57 | 32:26 | 24:01 |
 | Aghanim's Scepter | 3 | 4.55% | 59.3 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 21:33 | 18:33 | 18:33 | 18:51 | 27:16 | 27:16 | 08:43 | 06:27 |
 | Spirit Vessel | 3 | 4.55% | 57.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 13:55 | 12:04 | 12:04 | 14:38 | 15:03 | 15:03 | 02:59 | 02:12 |
 | Fluffy Hat | 3 | 4.55% | 55.9 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 10:18 | 09:37 | 09:37 | 09:47 | 11:31 | 11:31 | 01:54 | 01:24 |
 | Vanguard | 5 | 7.58% | 54.2 | 80.00% | +24.26% | -80.00% | +20.00% | 0.00% | 33:34 | 06:24 | 06:24 | 37:22 | 42:48 | 45:57 | 36:24 | 26:57 |
 | Echo Sabre | 14 | 21.21% | 52.5 | 57.14% | -0.55% | +17.86% | -23.81% | -17.73% | 13:14 | 10:35 | 11:39 | 12:36 | 14:00 | 21:52 | 02:21 | 01:44 |
 | Sange | 9 | 13.64% | 50.8 | 55.56% | -2.33% | +44.44% | -5.56% | -3.54% | 31:18 | 20:27 | 22:21 | 33:33 | 36:29 | 41:20 | 14:08 | 10:28 |
 | Radiance | 15 | 22.73% | 49.2 | 46.67% | -14.11% | +28.33% | -46.67% | -26.16% | 17:52 | 12:52 | 15:28 | 17:02 | 18:20 | 33:07 | 02:52 | 02:07 |
 | Yasha | 2 | 3.03% | 47.5 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 25:47 | 23:29 | 23:29 | 28:05 | 28:05 | 28:05 | 04:36 | 03:24 |
 | Power Treads | 2 | 3.03% | 45.8 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 21:16 | 09:11 | 09:11 | 33:20 | 33:20 | 33:20 | 24:09 | 17:53 |
 | Heaven's Halberd | 8 | 12.12% | 44.1 | 50.00% | -8.62% | 0.00% | 0.00% | 0.00% | 34:55 | 25:14 | 29:14 | 34:25 | 38:44 | 44:31 | 09:30 | 07:02 |
 | Void Stone | 5 | 7.58% | 42.4 | 60.00% | +2.62% | +40.00% | -60.00% | 0.00% | 07:09 | 04:06 | 04:06 | 06:59 | 08:16 | 09:47 | 04:10 | 03:05 |
 | Meteor Hammer | 5 | 7.58% | 40.7 | 60.00% | +2.62% | +40.00% | -60.00% | 0.00% | 08:37 | 07:10 | 07:10 | 08:46 | 09:03 | 09:50 | 01:53 | 01:23 |
 | Armlet of Mordiggian | 6 | 9.09% | 39.0 | 50.00% | -8.33% | -50.00% | +50.00% | 28.04% | 09:56 | 07:47 | 08:17 | 09:41 | 11:51 | 12:17 | 03:34 | 02:38 |
 | Silver Edge | 1 | 1.52% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 00:00 | 00:00 |
 | Desolator | 1 | 1.52% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.52% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:13 | 26:13 | 26:13 | 26:13 | 26:13 | 26:13 | 00:00 | 00:00 |
 | Satanic | 1 | 1.52% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:53 | 53:53 | 53:53 | 53:53 | 53:53 | 53:53 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.52% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.52% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:01 | 30:01 | 30:01 | 30:01 | 30:01 | 30:01 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.52% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.52% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 00:00 | 00:00 |
 | Javelin | 1 | 1.52% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.52% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.52% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 00:00 | 00:00 |
 | Crystalys | 2 | 3.03% | 18.6 | 50.00% | -7.81% | +50.00% | 0.00% | 0.00% | 38:39 | 30:28 | 30:28 | 46:49 | 46:49 | 46:49 | 16:21 | 12:06 |
 | Swift Blink | 2 | 3.03% | 16.9 | 50.00% | -7.81% | -50.00% | 0.00% | 0.00% | 57:33 | 54:25 | 54:25 | 60:41 | 60:41 | 60:41 | 06:16 | 04:38 |
 | Wraith Band | 3 | 4.55% | 15.3 | 33.33% | -25.40% | -33.33% | 0.00% | 0.00% | 12:05 | -01:29 | -01:29 | 01:37 | 36:08 | 36:08 | 37:37 | 27:51 |
 | Diadem | 1 | 1.52% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 00:00 | 00:00 |
 | Harpoon | 1 | 1.52% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:24 | 55:24 | 55:24 | 55:24 | 55:24 | 55:24 | 00:00 | 00:00 |
 | Headdress | 1 | 1.52% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.52% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.52% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.52% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.52% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:17 | 47:17 | 47:17 | 47:17 | 47:17 | 47:17 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.52% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 00:00 | 00:00 |