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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 | |
 | Buckler | 13 | 9.49% | 100.0 | 84.62% | +38.65% | -17.95% | -17.95% | 0.00% | 27:52 | 13:15 | 18:52 | 28:21 | 33:47 | 42:00 | 14:55 | 11:02 |
 | Aether Lens | 61 | 44.53% | 98.0 | 62.30% | +22.83% | -22.30% | -2.30% | 2.05% | 24:58 | 13:51 | 19:09 | 23:36 | 28:53 | 46:54 | 09:44 | 07:12 |
 | Void Stone | 69 | 50.36% | 96.1 | 60.87% | +22.63% | -19.69% | +3.84% | 2.04% | 24:47 | 12:43 | 18:27 | 22:06 | 29:58 | 54:28 | 11:31 | 08:31 |
 | Skull Basher | 16 | 11.68% | 94.1 | 75.00% | +28.72% | +25.00% | 0.00% | -3.06% | 33:16 | 16:31 | 26:19 | 31:46 | 34:29 | 1:02:37 | 08:10 | 06:02 |
 | Ring of Protection | 31 | 22.63% | 92.2 | 64.52% | +19.24% | -27.02% | +22.98% | 3.12% | 11:17 | -01:29 | 01:28 | 08:29 | 17:29 | 41:59 | 16:01 | 11:51 |
 | Arcane Boots | 53 | 38.69% | 90.2 | 56.60% | +11.36% | -2.75% | -2.75% | 0.00% | 15:47 | 05:52 | 11:08 | 13:58 | 19:53 | 37:19 | 08:45 | 06:28 |
 | Magic Wand | 95 | 69.34% | 88.2 | 52.63% | +9.77% | -15.13% | +1.54% | 3.19% | 10:04 | 02:15 | 06:43 | 09:29 | 11:57 | 28:43 | 05:14 | 03:52 |
 | Blink Dagger | 98 | 71.53% | 86.3 | 52.04% | +8.45% | +11.96% | -10.37% | -2.62% | 23:48 | 12:40 | 18:44 | 23:20 | 27:16 | 57:53 | 08:32 | 06:19 |
 | Boots of Speed | 137 | 100.00% | 84.3 | 49.64% | +49.64% | +0.36% | -8.46% | -2.29% | 05:00 | -01:29 | 03:34 | 05:21 | 07:25 | 15:14 | 03:51 | 02:51 |
 | Magic Stick | 128 | 93.43% | 82.4 | 49.22% | -6.34% | +0.78% | -8.59% | -3.11% | 02:21 | -01:30 | -01:29 | 01:27 | 04:30 | 15:01 | 05:59 | 04:25 |
 | Morbid Mask | 9 | 6.57% | 80.4 | 77.78% | +30.12% | -27.78% | -27.78% | 0.00% | 31:29 | 20:55 | 25:33 | 30:30 | 33:50 | 42:00 | 08:17 | 06:08 |
 | Ring of Basilius | 9 | 6.57% | 78.4 | 77.78% | +30.12% | -27.78% | -27.78% | 0.00% | 23:31 | 15:40 | 16:49 | 18:52 | 24:55 | 42:00 | 08:06 | 06:00 |
 | Wind Lace | 71 | 51.82% | 76.5 | 50.70% | +2.22% | -17.37% | +10.41% | 3.88% | 10:32 | -01:30 | 05:40 | 08:43 | 12:50 | 33:15 | 07:10 | 05:18 |
 | Soul Ring | 13 | 9.49% | 74.5 | 69.23% | +21.65% | +30.77% | -69.23% | -19.74% | 06:22 | 02:37 | 03:57 | 05:16 | 09:01 | 10:07 | 05:04 | 03:45 |
 | Tranquil Boots | 61 | 44.53% | 72.5 | 49.18% | -0.82% | -2.51% | -2.51% | 0.00% | 13:27 | 05:00 | 09:08 | 11:34 | 15:11 | 32:08 | 06:03 | 04:28 |
 | Fluffy Hat | 22 | 16.06% | 70.6 | 59.09% | +11.26% | -9.09% | +0.91% | 0.91% | 21:03 | 07:45 | 15:00 | 18:32 | 25:58 | 43:10 | 10:58 | 08:07 |
 | Drum of Endurance | 8 | 5.84% | 68.6 | 75.00% | +26.94% | +25.00% | -25.00% | -6.80% | 20:28 | 13:57 | 15:58 | 17:58 | 23:19 | 30:28 | 07:21 | 05:26 |
 | Vladmir's Offering | 8 | 5.84% | 66.7 | 75.00% | +26.94% | -25.00% | -25.00% | 0.00% | 32:01 | 22:01 | 26:02 | 29:15 | 34:03 | 43:13 | 08:01 | 05:56 |
 | Quelling Blade | 24 | 17.52% | 64.7 | 50.00% | +0.44% | 0.00% | 0.00% | 0.00% | 01:59 | -01:30 | -01:29 | -01:29 | 02:13 | 18:01 | 03:42 | 02:44 |
 | Assault Cuirass | 3 | 2.19% | 62.7 | 100.00% | +51.49% | 0.00% | 0.00% | 0.00% | 33:44 | 29:43 | 29:43 | 33:49 | 37:41 | 37:41 | 07:58 | 05:54 |
 | Force Staff | 7 | 5.11% | 60.8 | 71.43% | +22.97% | +28.57% | -21.43% | -22.90% | 34:34 | 29:07 | 29:58 | 31:29 | 32:09 | 47:43 | 02:11 | 01:37 |
 | Headdress | 5 | 3.65% | 58.8 | 80.00% | +31.52% | +20.00% | +20.00% | 0.00% | -01:01 | -01:29 | -01:29 | -01:29 | -01:29 | 00:49 | 00:00 | 00:00 |
 | Chainmail | 26 | 18.98% | 56.9 | 46.15% | -4.30% | +10.99% | +3.85% | -1.13% | 11:47 | 05:15 | 07:18 | 09:49 | 13:37 | 26:42 | 06:19 | 04:40 |
 | Black King Bar | 21 | 15.33% | 54.9 | 47.62% | -2.38% | +32.38% | -27.62% | -4.79% | 26:39 | 15:27 | 18:49 | 26:15 | 31:20 | 51:05 | 12:31 | 09:16 |
 | Phase Boots | 22 | 16.06% | 52.9 | 45.45% | -4.98% | +21.22% | -25.45% | -9.72% | 11:18 | 06:55 | 08:08 | 09:32 | 12:56 | 24:26 | 04:48 | 03:33 |
 | Ring of Health | 6 | 4.38% | 51.0 | 66.67% | +17.82% | -16.67% | -66.67% | 0.00% | 39:10 | 28:22 | 29:41 | 35:43 | 43:25 | 54:28 | 13:44 | 10:10 |
 | Aghanim's Shard | 6 | 4.38% | 49.0 | 66.67% | +17.82% | +33.33% | -66.67% | 0.00% | 28:42 | 17:23 | 21:02 | 24:23 | 34:01 | 44:04 | 12:59 | 09:37 |
 | Boots of Bearing | 4 | 2.92% | 47.1 | 75.00% | +26.13% | +25.00% | -75.00% | 0.00% | 41:43 | 23:12 | 23:12 | 38:30 | 48:48 | 56:23 | 25:36 | 18:57 |
 | Vanguard | 2 | 1.46% | 45.1 | 100.00% | +51.11% | 0.00% | 0.00% | 0.00% | 42:06 | 28:30 | 28:30 | 55:41 | 55:41 | 55:41 | 27:11 | 20:08 |
 | Abyssal Blade | 2 | 1.46% | 43.1 | 100.00% | +51.11% | 0.00% | 0.00% | 0.00% | 42:18 | 28:40 | 28:40 | 55:56 | 55:56 | 55:56 | 27:16 | 20:11 |
 | Wraith Pact | 2 | 1.46% | 41.2 | 100.00% | +51.11% | 0.00% | 0.00% | 0.00% | 31:51 | 31:42 | 31:42 | 32:00 | 32:00 | 32:00 | 00:18 | 00:13 |
 | Aeon Disk | 2 | 1.46% | 39.2 | 100.00% | +51.11% | 0.00% | 0.00% | 0.00% | 33:53 | 29:59 | 29:59 | 37:46 | 37:46 | 37:46 | 07:47 | 05:45 |
 | Solar Crest | 2 | 1.46% | 37.3 | 100.00% | +51.11% | 0.00% | 0.00% | 0.00% | 30:00 | 27:52 | 27:52 | 32:08 | 32:08 | 32:08 | 04:16 | 03:09 |
 | Orb of Venom | 20 | 14.60% | 35.3 | 35.00% | -17.14% | -35.00% | +5.00% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 03:20 | 00:00 | 00:00 |
 | Bracer | 14 | 10.22% | 33.3 | 35.71% | -15.51% | +14.29% | -2.38% | -1.95% | 08:03 | 00:39 | 01:51 | 02:26 | 10:24 | 27:23 | 08:33 | 06:20 |
 | Crown | 3 | 2.19% | 31.4 | 66.67% | +17.42% | -66.67% | 0.00% | 0.00% | 22:16 | 10:18 | 10:18 | 25:44 | 30:47 | 30:47 | 20:29 | 15:10 |
 | Urn of Shadows | 3 | 2.19% | 29.4 | 66.67% | +17.42% | -66.67% | 0.00% | 0.00% | 13:40 | 12:56 | 12:56 | 12:56 | 15:09 | 15:09 | 02:13 | 01:38 |
 | Lotus Orb | 3 | 2.19% | 27.5 | 66.67% | +17.42% | +33.33% | 0.00% | 0.00% | 39:59 | 33:14 | 33:14 | 43:20 | 43:23 | 43:23 | 10:09 | 07:31 |
 | Helm of Iron Will | 4 | 2.92% | 25.5 | 50.00% | +0.38% | +50.00% | +50.00% | 0.00% | 08:10 | 04:04 | 04:04 | 04:09 | 06:09 | 18:18 | 02:05 | 01:32 |
 | Bottle | 4 | 2.92% | 23.5 | 50.00% | +0.38% | +50.00% | -50.00% | 0.00% | 08:17 | 01:38 | 01:38 | 01:55 | 02:23 | 27:12 | 00:45 | 00:33 |
 | Blight Stone | 4 | 2.92% | 21.6 | 50.00% | +0.38% | -50.00% | +50.00% | 0.00% | 21:52 | 16:06 | 16:06 | 21:44 | 22:54 | 26:42 | 06:48 | 05:02 |
 | Medallion of Courage | 4 | 2.92% | 19.6 | 50.00% | +0.38% | -50.00% | +50.00% | 0.00% | 21:59 | 16:35 | 16:35 | 21:44 | 22:54 | 26:42 | 06:19 | 04:40 |
 | Octarine Core | 1 | 0.73% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Satanic | 1 | 0.73% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Crystalys | 2 | 1.46% | 13.7 | 50.00% | +0.37% | -50.00% | 0.00% | 0.00% | 35:44 | 35:22 | 35:22 | 36:06 | 36:06 | 36:06 | 00:44 | 00:32 |
 | Linken's Sphere | 2 | 1.46% | 11.8 | 50.00% | +0.37% | +50.00% | 0.00% | 0.00% | 49:14 | 43:43 | 43:43 | 54:44 | 54:44 | 54:44 | 11:01 | 08:09 |
 | Armlet of Mordiggian | 2 | 1.46% | 9.8 | 50.00% | +0.37% | -50.00% | 0.00% | 0.00% | 15:57 | 15:37 | 15:37 | 16:17 | 16:17 | 16:17 | 00:40 | 00:29 |
 | Glimmer Cape | 3 | 2.19% | 7.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 22:09 | 21:08 | 21:08 | 22:29 | 22:49 | 22:49 | 01:41 | 01:14 |
 | Ghost Scepter | 4 | 2.92% | 5.9 | 25.00% | -25.38% | +75.00% | -25.00% | 0.00% | 30:31 | 24:27 | 24:27 | 24:59 | 28:49 | 43:48 | 04:22 | 03:14 |
 | Shiva's Guard | 1 | 0.73% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.73% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 00:00 | 00:00 |