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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 | |
 | Quelling Blade | 15 | 88.24% | 100.0 | 60.00% | +60.00% | +15.00% | +15.00% | 0.00% | 02:17 | -01:29 | 00:45 | 01:28 | 02:22 | 12:56 | 01:37 | 01:11 |
 | Chainmail | 9 | 52.94% | 97.6 | 66.67% | +29.17% | -16.67% | -16.67% | 0.00% | 23:19 | 16:14 | 18:08 | 19:30 | 25:31 | 35:16 | 07:23 | 05:28 |
 | Poor Man's Shield | 7 | 41.18% | 95.2 | 71.43% | +31.43% | +28.57% | +28.57% | 0.00% | 01:17 | -01:29 | -01:29 | -01:23 | 02:20 | 07:36 | 03:49 | 02:49 |
 | Boots of Speed | 17 | 100.00% | 92.9 | 52.94% | +52.94% | +22.06% | +22.06% | 0.00% | 04:05 | 02:16 | 02:38 | 03:40 | 04:55 | 08:04 | 02:17 | 01:41 |
 | Stout Shield | 13 | 76.47% | 90.5 | 53.85% | +3.85% | +12.82% | +12.82% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:17 | 00:00 | 00:00 |
 | Phase Boots | 13 | 76.47% | 88.1 | 53.85% | +3.85% | -20.52% | -20.52% | 0.00% | 09:02 | 06:03 | 06:48 | 09:17 | 10:17 | 15:28 | 03:29 | 02:34 |
 | Ring of Health | 6 | 35.29% | 85.7 | 66.67% | +21.22% | -16.67% | -66.67% | -5.22% | 20:06 | 07:19 | 16:22 | 17:47 | 25:57 | 35:16 | 09:35 | 07:05 |
 | Ring of Protection | 11 | 64.71% | 83.3 | 54.55% | +4.55% | -21.22% | -21.22% | 0.00% | 12:49 | 02:48 | 10:01 | 12:53 | 16:18 | 24:02 | 06:17 | 04:39 |
 | Headdress | 11 | 64.71% | 81.0 | 54.55% | +4.55% | +45.45% | +12.12% | -7.27% | 14:51 | 08:12 | 11:53 | 14:16 | 16:28 | 24:02 | 04:35 | 03:23 |
 | Hood of Defiance | 4 | 23.53% | 78.6 | 75.00% | +28.85% | -75.00% | +25.00% | 15.96% | 16:47 | 12:18 | 12:18 | 16:22 | 18:34 | 19:54 | 06:16 | 04:38 |
 | Ring of Basilius | 9 | 52.94% | 76.2 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 15:41 | 11:54 | 12:35 | 14:38 | 16:57 | 24:02 | 04:22 | 03:14 |
 | Morbid Mask | 9 | 52.94% | 73.8 | 55.56% | +5.56% | -5.56% | +44.44% | 9.49% | 18:28 | 13:29 | 14:16 | 17:16 | 19:32 | 26:51 | 05:16 | 03:54 |
 | Vladmir's Offering | 9 | 52.94% | 71.4 | 55.56% | +5.56% | -5.56% | +44.44% | 9.62% | 18:40 | 13:49 | 14:20 | 17:31 | 19:32 | 26:59 | 05:12 | 03:51 |
 | Octarine Core | 2 | 11.76% | 69.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 42:29 | 34:30 | 34:30 | 50:27 | 50:27 | 50:27 | 15:57 | 11:48 |
 | Lotus Orb | 2 | 11.76% | 66.7 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 34:08 | 26:26 | 26:26 | 41:50 | 41:50 | 41:50 | 15:24 | 11:24 |
 | Blade Mail | 2 | 11.76% | 64.3 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 33:56 | 33:09 | 33:09 | 34:43 | 34:43 | 34:43 | 01:34 | 01:09 |
 | Shiva's Guard | 2 | 11.76% | 61.9 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 50:20 | 39:49 | 39:49 | 60:50 | 60:50 | 60:50 | 21:01 | 15:34 |
 | Void Stone | 2 | 11.76% | 59.5 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 33:50 | 25:57 | 25:57 | 41:43 | 41:43 | 41:43 | 15:46 | 11:40 |
 | Radiance | 7 | 41.18% | 57.1 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 28:34 | 20:44 | 24:15 | 26:49 | 27:45 | 46:23 | 03:30 | 02:35 |
 | Magic Stick | 14 | 82.35% | 54.8 | 42.86% | -57.14% | -17.86% | -9.53% | 1.24% | 08:17 | 01:09 | 05:23 | 07:47 | 12:07 | 14:43 | 06:44 | 04:59 |
 | Hand of Midas | 8 | 47.06% | 52.4 | 50.00% | -5.56% | 0.00% | +50.00% | 8.24% | 14:49 | 10:55 | 11:52 | 12:46 | 17:56 | 19:16 | 06:04 | 04:29 |
 | Medallion of Courage | 5 | 29.41% | 50.0 | 60.00% | +10.00% | +40.00% | -60.00% | -43.80% | 19:11 | 17:29 | 17:29 | 19:30 | 19:46 | 20:33 | 02:17 | 01:41 |
 | Blight Stone | 5 | 29.41% | 47.6 | 60.00% | +10.00% | +40.00% | -60.00% | -49.59% | 19:01 | 17:29 | 17:29 | 18:56 | 19:30 | 20:33 | 02:01 | 01:29 |
 | Solar Crest | 5 | 29.41% | 45.2 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 24:11 | 20:02 | 20:02 | 22:46 | 23:48 | 32:18 | 03:46 | 02:47 |
 | Sange | 3 | 17.65% | 42.9 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 40:57 | 25:06 | 25:06 | 33:36 | 1:04:09 | 1:04:09 | 39:03 | 28:55 |
 | Pipe of Insight | 3 | 17.65% | 40.5 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 19:49 | 16:38 | 16:38 | 21:11 | 21:37 | 21:37 | 04:59 | 03:41 |
 | Aghanim's Scepter | 3 | 17.65% | 38.1 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 37:10 | 28:13 | 28:13 | 41:20 | 41:58 | 41:58 | 13:45 | 10:11 |
 | Heaven's Halberd | 3 | 17.65% | 35.7 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 41:10 | 25:31 | 25:31 | 33:36 | 1:04:23 | 1:04:23 | 38:52 | 28:47 |
 | Magic Wand | 11 | 64.71% | 33.3 | 36.36% | -46.97% | -3.03% | -36.36% | -7.75% | 11:19 | 05:36 | 09:31 | 10:31 | 13:49 | 15:28 | 04:18 | 03:11 |
 | Boots of Travel 2 | 1 | 5.88% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 00:00 | 00:00 |
 | Desolator | 1 | 5.88% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:39 | 1:11:39 | 1:11:39 | 1:11:39 | 1:11:39 | 1:11:39 | 00:00 | 00:00 |
 | Soul Ring | 1 | 5.88% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:11 | 06:11 | 06:11 | 06:11 | 06:11 | 06:11 | 00:00 | 00:00 |
 | Mekansm | 1 | 5.88% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Iron Talon | 2 | 11.76% | 21.4 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 03:25 | 02:48 | 02:48 | 04:01 | 04:01 | 04:01 | 01:13 | 00:54 |
 | Arcane Boots | 2 | 11.76% | 19.0 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 13:32 | 12:22 | 12:22 | 14:42 | 14:42 | 14:42 | 02:20 | 01:43 |
 | Orb of Venom | 2 | 11.76% | 16.7 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 06:47 | 06:36 | 06:36 | 06:58 | 06:58 | 06:58 | 00:22 | 00:16 |
 | Buckler | 2 | 11.76% | 14.3 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 30:24 | 25:32 | 25:32 | 35:16 | 35:16 | 35:16 | 09:44 | 07:12 |
 | Bottle | 1 | 5.88% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:47 | 05:47 | 05:47 | 05:47 | 05:47 | 05:47 | 00:00 | 00:00 |
 | Vanguard | 1 | 5.88% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 |
 | Black King Bar | 1 | 5.88% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 5.88% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.88% | 2.4 | 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 |