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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 | 14 | 63.64% | 100.0 | 78.57% | +41.07% | -3.57% | -11.90% | -1.00% | 23:05 | 15:45 | 18:15 | 20:22 | 26:36 | 36:12 | 08:21 | 06:11 |
 | Guardian Greaves | 11 | 50.00% | 98.0 | 81.82% | +36.37% | +18.18% | +18.18% | 0.00% | 22:32 | 18:30 | 19:29 | 21:42 | 22:43 | 35:15 | 03:14 | 02:23 |
 | Chainmail | 18 | 81.82% | 95.9 | 72.22% | +47.22% | -12.22% | +2.78% | 3.81% | 16:41 | 11:00 | 14:22 | 16:17 | 18:18 | 27:38 | 03:56 | 02:54 |
 | Pipe of Insight | 17 | 77.27% | 93.9 | 70.59% | +30.59% | +29.41% | -20.59% | -16.22% | 15:56 | 12:41 | 13:42 | 15:55 | 16:47 | 25:00 | 03:05 | 02:17 |
 | Fluffy Hat | 12 | 54.55% | 91.8 | 75.00% | +25.00% | -8.33% | +25.00% | 30.30% | 04:15 | 02:52 | 03:15 | 03:47 | 04:21 | 09:04 | 01:06 | 00:48 |
 | Orb of Corrosion | 12 | 54.55% | 89.8 | 75.00% | +25.00% | -8.33% | +25.00% | 33.33% | 05:20 | 03:28 | 04:04 | 04:17 | 04:52 | 10:54 | 00:48 | 00:35 |
 | Hood of Defiance | 19 | 86.36% | 87.8 | 68.42% | +35.09% | +11.58% | -8.42% | -12.90% | 11:51 | 07:21 | 11:06 | 12:02 | 12:39 | 15:39 | 01:33 | 01:08 |
 | Ring of Health | 19 | 86.36% | 85.7 | 68.42% | +35.09% | +31.58% | -48.42% | -73.85% | 11:23 | 04:29 | 11:01 | 11:46 | 12:06 | 15:39 | 01:05 | 00:48 |
 | Blight Stone | 14 | 63.64% | 83.7 | 71.43% | +21.43% | -21.43% | -4.76% | 2.54% | 06:37 | 01:43 | 02:30 | 03:10 | 09:04 | 27:39 | 06:34 | 04:51 |
 | Mekansm | 14 | 63.64% | 81.6 | 71.43% | +21.43% | -21.43% | -4.76% | 4.67% | 17:38 | 12:13 | 15:33 | 16:38 | 19:07 | 25:29 | 03:34 | 02:38 |
 | Aghanim's Scepter | 9 | 40.91% | 79.6 | 77.78% | +23.93% | -27.78% | +22.22% | 6.64% | 30:49 | 23:40 | 24:25 | 30:03 | 31:57 | 47:11 | 07:32 | 05:34 |
 | Headdress | 18 | 81.82% | 77.6 | 66.67% | +16.67% | +13.33% | -16.67% | -7.47% | 13:26 | 08:54 | 11:20 | 13:26 | 15:21 | 16:46 | 04:01 | 02:58 |
 | Arcane Boots | 20 | 90.91% | 75.5 | 65.00% | +15.00% | +15.00% | -25.00% | -25.26% | 08:51 | 06:39 | 07:47 | 08:40 | 09:22 | 12:56 | 01:35 | 01:10 |
 | Soul Ring | 22 | 100.00% | 73.5 | 63.64% | +63.64% | +3.03% | -3.64% | -2.13% | 05:57 | 02:45 | 03:58 | 05:25 | 07:06 | 13:26 | 03:08 | 02:19 |
 | Quelling Blade | 22 | 100.00% | 71.4 | 63.64% | +63.64% | +19.69% | -43.64% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 22 | 100.00% | 69.4 | 63.64% | +63.64% | +3.03% | -23.64% | -10.46% | 06:44 | 02:49 | 05:09 | 06:32 | 07:42 | 12:05 | 02:33 | 01:53 |
 | Ring of Protection | 22 | 100.00% | 67.3 | 63.64% | +63.64% | +3.03% | -3.64% | -1.63% | 02:17 | -01:29 | -01:29 | -01:24 | 05:34 | 13:21 | 07:03 | 05:13 |
 | Orb of Venom | 18 | 81.82% | 65.3 | 61.11% | -13.89% | +18.89% | +38.89% | 20.00% | 02:02 | -00:08 | 01:07 | 01:24 | 01:57 | 10:02 | 00:50 | 00:37 |
 | Magic Wand | 16 | 72.73% | 63.3 | 62.50% | -4.17% | +37.50% | +12.50% | -6.28% | 05:59 | 01:35 | 03:32 | 05:54 | 07:31 | 10:34 | 03:59 | 02:57 |
 | Aghanim's Shard | 9 | 40.91% | 61.2 | 66.67% | +5.13% | +33.33% | -16.67% | -4.29% | 29:13 | 20:01 | 21:59 | 27:28 | 33:38 | 41:44 | 11:39 | 08:37 |
 | Magic Stick | 18 | 81.82% | 59.2 | 55.56% | -44.44% | +24.44% | -30.56% | -27.97% | 01:29 | -01:29 | -01:29 | 01:08 | 03:27 | 07:27 | 04:56 | 03:39 |
 | Solar Crest | 7 | 31.82% | 57.1 | 71.43% | +11.43% | +28.57% | -71.43% | 0.00% | 24:16 | 18:27 | 18:40 | 21:47 | 28:19 | 32:02 | 09:39 | 07:08 |
 | Medallion of Courage | 7 | 31.82% | 55.1 | 71.43% | +11.43% | +28.57% | -71.43% | 0.00% | 21:18 | 16:18 | 16:18 | 18:18 | 25:58 | 27:39 | 09:40 | 07:09 |
 | Wind Lace | 7 | 31.82% | 53.1 | 71.43% | +11.43% | +28.57% | -71.43% | 0.00% | 19:52 | -01:29 | 13:32 | 21:06 | 27:12 | 30:52 | 13:40 | 10:07 |
 | Crown | 8 | 36.36% | 51.0 | 62.50% | -1.79% | +37.50% | -62.50% | -9.16% | 25:10 | 17:02 | 17:24 | 21:06 | 28:19 | 41:15 | 10:55 | 08:05 |
 | Void Stone | 4 | 18.18% | 49.0 | 50.00% | -16.67% | -50.00% | -50.00% | 0.00% | 32:17 | 21:20 | 21:20 | 28:47 | 37:01 | 41:58 | 15:41 | 11:37 |
 | Drum of Endurance | 1 | 4.55% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:32 | 13:32 | 13:32 | 13:32 | 13:32 | 13:32 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 4.55% | 44.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:35 | 27:35 | 27:35 | 27:35 | 27:35 | 27:35 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 4.55% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:47 | 50:47 | 50:47 | 50:47 | 50:47 | 50:47 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 4.55% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 00:00 | 00:00 |
 | Vanguard | 1 | 4.55% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.55% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:50 | 26:50 | 26:50 | 26:50 | 26:50 | 26:50 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.55% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 00:00 | 00:00 |
 | Bracer | 1 | 4.55% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 4.55% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 9.09% | 28.6 | 50.00% | -15.00% | +50.00% | 0.00% | 0.00% | 40:31 | 34:08 | 34:08 | 46:54 | 46:54 | 46:54 | 12:46 | 09:27 |
 | Black King Bar | 2 | 9.09% | 26.5 | 50.00% | -15.00% | -50.00% | 0.00% | 0.00% | 19:53 | 18:27 | 18:27 | 21:18 | 21:18 | 21:18 | 02:51 | 02:06 |
 | Power Treads | 2 | 9.09% | 24.5 | 50.00% | -15.00% | +50.00% | 0.00% | 0.00% | 12:28 | 12:03 | 12:03 | 12:52 | 12:52 | 12:52 | 00:49 | 00:36 |
 | Heaven's Halberd | 2 | 9.09% | 22.4 | 50.00% | -15.00% | -50.00% | 0.00% | 0.00% | 24:55 | 23:33 | 23:33 | 26:16 | 26:16 | 26:16 | 02:43 | 02:00 |
 | Aeon Disk | 3 | 13.64% | 20.4 | 33.33% | -35.09% | -33.33% | 0.00% | 0.00% | 40:27 | 28:28 | 28:28 | 38:40 | 54:14 | 54:14 | 25:46 | 19:05 |
 | Assault Cuirass | 3 | 13.64% | 18.4 | 33.33% | -35.09% | -33.33% | 0.00% | 0.00% | 44:34 | 34:36 | 34:36 | 36:32 | 1:02:33 | 1:02:33 | 27:57 | 20:42 |
 | Sange | 3 | 13.64% | 16.3 | 33.33% | -35.09% | -33.33% | 0.00% | 0.00% | 21:40 | 20:38 | 20:38 | 21:49 | 22:32 | 22:32 | 01:54 | 01:24 |
 | Orchid Malevolence | 3 | 13.64% | 14.3 | 33.33% | -35.09% | +66.67% | 0.00% | 0.00% | 13:25 | 10:35 | 10:35 | 11:23 | 18:17 | 18:17 | 07:42 | 05:42 |
 | Lotus Orb | 1 | 4.55% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 4.55% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:35 | 47:35 | 47:35 | 47:35 | 47:35 | 47:35 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 4.55% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.55% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:57 | 32:57 | 32:57 | 32:57 | 32:57 | 32:57 | 00:00 | 00:00 |
 | Dagon | 1 | 4.55% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 4.55% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |