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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 | |
 | Ring of Health | 12 | 35.29% | 100.0 | 83.33% | +51.51% | +16.67% | -50.00% | -6.03% | 31:25 | 21:42 | 22:22 | 29:52 | 33:25 | 45:19 | 11:03 | 08:11 |
 | Abyssal Blade | 11 | 32.35% | 98.2 | 81.82% | +47.04% | +18.18% | -48.49% | -10.08% | 34:00 | 25:56 | 28:52 | 33:29 | 35:29 | 45:23 | 06:37 | 04:54 |
 | Vanguard | 11 | 32.35% | 96.4 | 81.82% | +47.04% | +18.18% | -48.49% | -6.03% | 31:45 | 21:42 | 22:22 | 31:38 | 33:25 | 45:19 | 11:03 | 08:11 |
 | Skull Basher | 16 | 47.06% | 94.5 | 75.00% | +47.22% | +25.00% | -75.00% | -17.86% | 30:51 | 24:38 | 27:35 | 28:47 | 33:11 | 41:03 | 05:36 | 04:08 |
 | Wind Lace | 15 | 44.12% | 92.7 | 66.67% | +29.83% | -16.67% | -16.67% | 0.00% | 12:02 | -01:29 | 03:05 | 15:18 | 17:08 | 25:57 | 14:03 | 10:24 |
 | Blink Dagger | 17 | 50.00% | 90.9 | 64.71% | +29.42% | +35.29% | -64.71% | -21.28% | 28:35 | 23:25 | 25:04 | 27:31 | 29:46 | 38:35 | 04:42 | 03:28 |
 | Ring of Basilius | 8 | 23.53% | 89.1 | 75.00% | +32.69% | +25.00% | +25.00% | 0.00% | 08:19 | -01:29 | 01:44 | 02:15 | 06:04 | 33:45 | 04:20 | 03:12 |
 | Magic Stick | 30 | 88.24% | 87.3 | 53.33% | +28.33% | +21.67% | -10.47% | -32.14% | -00:18 | -01:30 | -01:29 | -01:29 | -01:28 | 09:21 | 00:01 | 00:00 |
 | Chainmail | 28 | 82.35% | 85.5 | 53.57% | +20.24% | -10.71% | +3.57% | 8.48% | 06:06 | 01:50 | 03:38 | 04:37 | 05:19 | 24:47 | 01:41 | 01:14 |
 | Crown | 3 | 8.82% | 83.6 | 100.00% | +54.84% | 0.00% | 0.00% | 0.00% | 16:54 | 06:21 | 06:21 | 14:45 | 29:37 | 29:37 | 23:16 | 17:14 |
 | Magic Wand | 31 | 91.18% | 81.8 | 51.61% | +18.28% | -1.61% | +35.89% | 3.85% | 07:05 | -01:30 | 01:02 | 06:21 | 10:46 | 20:42 | 09:44 | 07:12 |
 | Boots of Speed | 34 | 100.00% | 80.0 | 50.00% | +50.00% | -5.56% | 0.00% | 2.11% | 04:34 | 01:34 | 02:37 | 03:25 | 05:15 | 12:03 | 02:38 | 01:57 |
 | Yasha | 22 | 64.71% | 78.2 | 54.55% | +12.88% | +28.78% | -14.55% | -16.15% | 20:45 | 18:35 | 19:04 | 20:00 | 21:45 | 27:55 | 02:41 | 01:59 |
 | Manta Style | 22 | 64.71% | 76.4 | 54.55% | +12.88% | +28.78% | -14.55% | -14.52% | 23:35 | 18:55 | 21:57 | 22:51 | 24:56 | 33:14 | 02:59 | 02:12 |
 | Radiance | 26 | 76.47% | 74.5 | 50.00% | 0.00% | +21.43% | 0.00% | -14.45% | 17:00 | 12:56 | 15:45 | 16:30 | 17:14 | 27:25 | 01:29 | 01:05 |
 | Phase Boots | 26 | 76.47% | 72.7 | 50.00% | 0.00% | +35.71% | -16.67% | -33.08% | 06:41 | 04:39 | 05:33 | 05:58 | 07:08 | 19:51 | 01:35 | 01:10 |
 | Quelling Blade | 26 | 76.47% | 70.9 | 50.00% | 0.00% | +7.14% | +16.67% | 0.00% | -00:47 | -01:30 | -01:29 | -01:29 | -01:29 | 07:48 | 00:00 | 00:00 |
 | Drum of Endurance | 4 | 11.76% | 69.1 | 75.00% | +28.33% | +25.00% | +25.00% | 0.00% | 19:07 | 14:37 | 14:37 | 17:29 | 22:02 | 22:18 | 07:25 | 05:29 |
 | Vladmir's Offering | 2 | 5.88% | 67.3 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 23:54 | 14:02 | 14:02 | 33:45 | 33:45 | 33:45 | 19:43 | 14:36 |
 | Blight Stone | 2 | 5.88% | 65.5 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 20:48 | 16:48 | 16:48 | 24:48 | 24:48 | 24:48 | 08:00 | 05:55 |
 | Medallion of Courage | 2 | 5.88% | 63.6 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 20:48 | 16:48 | 16:48 | 24:48 | 24:48 | 24:48 | 08:00 | 05:55 |
 | Morbid Mask | 2 | 5.88% | 61.8 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 23:41 | 13:37 | 13:37 | 33:45 | 33:45 | 33:45 | 20:08 | 14:54 |
 | Boots of Bearing | 2 | 5.88% | 60.0 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 28:56 | 21:18 | 21:18 | 36:34 | 36:34 | 36:34 | 15:16 | 11:18 |
 | Tranquil Boots | 7 | 20.59% | 58.2 | 57.14% | +8.99% | +42.86% | +42.86% | 0.00% | 18:07 | 10:33 | 10:40 | 13:21 | 14:47 | 38:48 | 04:07 | 03:02 |
 | Ring of Protection | 7 | 20.59% | 56.4 | 57.14% | +8.99% | -7.14% | +42.86% | 7.35% | 30:34 | 10:29 | 27:15 | 33:45 | 34:03 | 40:23 | 06:48 | 05:02 |
 | Buckler | 7 | 20.59% | 54.5 | 57.14% | +8.99% | -7.14% | +42.86% | 7.37% | 30:35 | 10:29 | 27:16 | 33:45 | 34:03 | 40:24 | 06:47 | 05:01 |
 | Black King Bar | 5 | 14.71% | 52.7 | 60.00% | +11.72% | -60.00% | +40.00% | 11.39% | 38:50 | 29:55 | 29:55 | 35:28 | 38:42 | 56:32 | 08:47 | 06:30 |
 | Assault Cuirass | 6 | 17.65% | 50.9 | 50.00% | 0.00% | -50.00% | +50.00% | 9.20% | 35:08 | 27:40 | 29:36 | 34:46 | 40:28 | 41:02 | 10:52 | 08:02 |
 | Headdress | 3 | 8.82% | 49.1 | 66.67% | +18.28% | +33.33% | 0.00% | -5.60% | 27:54 | 24:28 | 24:28 | 28:50 | 30:25 | 30:25 | 05:57 | 04:24 |
 | Overwhelming Blink | 3 | 8.82% | 47.3 | 66.67% | +18.28% | +33.33% | 0.00% | -2.59% | 47:38 | 40:19 | 40:19 | 49:23 | 53:12 | 53:12 | 12:53 | 09:32 |
 | Void Stone | 1 | 2.94% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.94% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.94% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 2.94% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:04 | 18:04 | 18:04 | 18:04 | 18:04 | 18:04 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 2.94% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.94% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:51 | 03:51 | 03:51 | 03:51 | 03:51 | 03:51 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.94% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.94% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:56 | 1:02:56 | 1:02:56 | 1:02:56 | 1:02:56 | 1:02:56 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.94% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.94% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.94% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.94% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.94% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 2.94% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:56 | 08:56 | 08:56 | 08:56 | 08:56 | 08:56 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.94% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |
 | Fluffy Hat | 5 | 14.71% | 18.2 | 40.00% | -11.72% | -40.00% | +60.00% | 10.24% | 18:23 | 12:58 | 12:58 | 17:28 | 22:44 | 24:28 | 09:46 | 07:14 |
 | Force Staff | 2 | 5.88% | 16.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 29:08 | 24:24 | 24:24 | 33:51 | 33:51 | 33:51 | 09:27 | 07:00 |
 | Holy Locket | 2 | 5.88% | 14.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 27:11 | 25:00 | 25:00 | 29:22 | 29:22 | 29:22 | 04:22 | 03:14 |
 | Crystalys | 2 | 5.88% | 12.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 37:34 | 34:29 | 34:29 | 40:38 | 40:38 | 40:38 | 06:09 | 04:33 |
 | Hand of Midas | 1 | 2.94% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 00:00 | 00:00 |
 | Javelin | 1 | 2.94% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.94% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 2.94% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.94% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.94% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |