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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 Protection | 14 | 82.35% | 100.0 | 57.14% | +57.14% | -7.14% | +9.53% | 2.20% | 05:58 | -01:29 | -01:29 | -01:28 | 09:03 | 27:03 | 10:32 | 07:48 |
 | Tranquil Boots | 6 | 35.29% | 97.5 | 66.67% | +30.31% | +33.33% | +33.33% | 0.00% | 13:02 | 05:56 | 11:03 | 12:07 | 17:03 | 18:08 | 06:00 | 04:26 |
 | Boots of Speed | 17 | 100.00% | 95.0 | 47.06% | +47.06% | +2.94% | +2.94% | 0.00% | 06:23 | 01:11 | 02:49 | 04:04 | 04:59 | 37:25 | 02:10 | 01:36 |
 | Aeon Disk | 4 | 23.53% | 92.5 | 75.00% | +36.54% | +25.00% | -75.00% | -17.24% | 32:02 | 28:26 | 28:26 | 29:14 | 34:14 | 36:14 | 05:48 | 04:17 |
 | Soul Ring | 2 | 11.76% | 90.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 08:43 | 07:28 | 07:28 | 09:58 | 09:58 | 09:58 | 02:30 | 01:51 |
 | Aghanim's Scepter | 10 | 58.82% | 87.5 | 50.00% | +7.14% | +16.67% | 0.00% | -2.47% | 25:37 | 17:47 | 19:31 | 22:27 | 26:16 | 48:54 | 06:45 | 05:00 |
 | Urn of Shadows | 10 | 58.82% | 85.0 | 50.00% | +7.14% | +16.67% | -50.00% | -12.50% | 06:43 | 02:38 | 03:39 | 07:20 | 08:59 | 09:39 | 05:20 | 03:57 |
 | Quelling Blade | 10 | 58.82% | 82.5 | 50.00% | +7.14% | +16.67% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 13 | 76.47% | 80.0 | 38.46% | -36.54% | -5.13% | +28.21% | 23.81% | 02:07 | -01:30 | -01:29 | 00:59 | 02:53 | 10:11 | 04:22 | 03:14 |
 | Wind Lace | 9 | 52.94% | 77.5 | 44.44% | -5.56% | +55.56% | +5.56% | -4.21% | 10:52 | -01:29 | 04:15 | 10:41 | 16:07 | 20:03 | 11:52 | 08:47 |
 | Spirit Vessel | 3 | 17.65% | 75.0 | 66.67% | +23.81% | -66.67% | 0.00% | 0.00% | 13:53 | 13:12 | 13:12 | 13:52 | 14:36 | 14:36 | 01:24 | 01:02 |
 | Morbid Mask | 3 | 17.65% | 72.5 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 28:06 | 23:47 | 23:47 | 25:57 | 34:35 | 34:35 | 10:48 | 08:00 |
 | Vladmir's Offering | 3 | 17.65% | 70.0 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 31:17 | 26:07 | 26:07 | 30:18 | 37:26 | 37:26 | 11:19 | 08:22 |
 | Buckler | 4 | 23.53% | 67.5 | 50.00% | +3.85% | +50.00% | -50.00% | -8.29% | 20:43 | 12:39 | 12:39 | 18:26 | 24:43 | 27:04 | 12:04 | 08:56 |
 | Bottle | 4 | 23.53% | 65.0 | 50.00% | +3.85% | -50.00% | +50.00% | 14.71% | 12:34 | 02:30 | 02:30 | 06:02 | 09:18 | 32:24 | 06:48 | 05:02 |
 | Ring of Health | 4 | 23.53% | 62.5 | 50.00% | +3.85% | +50.00% | +50.00% | 0.00% | 24:09 | 12:25 | 12:25 | 18:04 | 27:23 | 38:45 | 14:58 | 11:05 |
 | Ring of Basilius | 4 | 23.53% | 60.0 | 50.00% | +3.85% | -50.00% | +50.00% | 6.76% | 17:04 | 06:49 | 06:49 | 13:29 | 21:37 | 26:19 | 14:48 | 10:57 |
 | Magic Wand | 10 | 58.82% | 57.5 | 30.00% | -41.43% | +3.33% | +20.00% | 2.24% | 10:37 | 05:23 | 06:44 | 10:58 | 14:11 | 17:18 | 07:27 | 05:31 |
 | Hand of Midas | 1 | 5.88% | 55.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:10 | 15:10 | 15:10 | 15:10 | 15:10 | 15:10 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 5.88% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 5.88% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Headdress | 1 | 5.88% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 21:11 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.88% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:05 | 42:05 | 42:05 | 42:05 | 42:05 | 42:05 | 00:00 | 00:00 |
 | Power Treads | 1 | 5.88% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 00:00 | 00:00 |
 | Void Stone | 2 | 11.76% | 40.0 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 33:04 | 27:23 | 27:23 | 38:45 | 38:45 | 38:45 | 11:22 | 08:25 |
 | Black King Bar | 2 | 11.76% | 37.5 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 33:43 | 27:03 | 27:03 | 40:22 | 40:22 | 40:22 | 13:19 | 09:51 |
 | Hood of Defiance | 2 | 11.76% | 35.0 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 15:19 | 12:25 | 12:25 | 18:12 | 18:12 | 18:12 | 05:47 | 04:17 |
 | Aghanim's Shard | 3 | 17.65% | 32.5 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 36:03 | 20:59 | 20:59 | 42:26 | 44:43 | 44:43 | 23:44 | 17:34 |
 | Bracer | 3 | 17.65% | 30.0 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 04:09 | 01:58 | 01:58 | 03:14 | 07:16 | 07:16 | 05:18 | 03:55 |
 | Phase Boots | 5 | 29.41% | 27.5 | 20.00% | -38.33% | +80.00% | -20.00% | -36.14% | 11:14 | 08:12 | 08:12 | 10:22 | 10:58 | 17:35 | 02:46 | 02:02 |
 | Chainmail | 6 | 35.29% | 25.0 | 16.67% | -46.97% | +33.33% | -16.67% | -6.32% | 10:59 | 07:17 | 08:12 | 08:24 | 16:07 | 17:10 | 07:55 | 05:51 |
 | Arcane Boots | 1 | 5.88% | 22.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 5.88% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 5.88% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.88% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Blight Stone | 1 | 5.88% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Crown | 1 | 5.88% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 20:28 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.88% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 00:00 | 00:00 |
 | Fluffy Hat | 3 | 17.65% | 5.0 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 12:56 | 05:56 | 05:56 | 09:15 | 23:36 | 23:36 | 17:40 | 13:05 |
 | Blink Dagger | 1 | 5.88% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 00:00 | 00:00 |