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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 | |
 | Hood of Defiance | 2 | 14.29% | 100.0 | 100.00% | +91.67% | 0.00% | 0.00% | 0.00% | 09:29 | 09:21 | 09:21 | 09:36 | 09:36 | 09:36 | 00:15 | 00:11 |
 | Aghanim's Scepter | 3 | 21.43% | 97.5 | 66.67% | +57.58% | +33.33% | 0.00% | -4.29% | 19:02 | 16:25 | 16:25 | 16:29 | 24:11 | 24:11 | 07:46 | 05:45 |
 | Chainmail | 10 | 71.43% | 95.0 | 30.00% | +30.00% | +36.67% | +20.00% | -3.57% | 10:36 | 05:48 | 07:26 | 08:58 | 12:06 | 23:23 | 04:40 | 03:27 |
 | Arcane Boots | 1 | 7.14% | 92.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 00:00 | 00:00 |
 | Aether Lens | 1 | 7.14% | 90.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 7.14% | 87.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 00:00 | 00:00 |
 | Headdress | 1 | 7.14% | 85.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Mekansm | 1 | 7.14% | 82.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 00:00 | 00:00 |
 | Boots of Speed | 14 | 100.00% | 80.0 | 21.43% | +21.43% | +28.57% | -21.43% | -13.22% | 05:00 | -01:29 | 03:00 | 04:46 | 06:47 | 09:31 | 03:47 | 02:48 |
 | Ring of Health | 6 | 42.86% | 77.5 | 33.33% | +20.83% | -33.33% | +66.67% | 57.14% | 03:15 | 01:05 | 02:33 | 02:56 | 04:18 | 05:30 | 01:45 | 01:17 |
 | Aghanim's Shard | 7 | 50.00% | 75.0 | 28.57% | +14.28% | +71.43% | -28.57% | -7.29% | 25:54 | 18:05 | 18:37 | 25:25 | 32:20 | 34:38 | 13:43 | 10:09 |
 | Phase Boots | 8 | 57.14% | 72.5 | 25.00% | +8.33% | +25.00% | -25.00% | -19.61% | 09:32 | 07:27 | 07:31 | 09:14 | 10:04 | 12:27 | 02:33 | 01:53 |
 | Magic Wand | 10 | 71.43% | 70.0 | 20.00% | -5.00% | +13.33% | -20.00% | -11.23% | 09:11 | -01:29 | 07:55 | 09:58 | 10:53 | 14:32 | 02:58 | 02:11 |
 | Magic Stick | 12 | 85.71% | 67.5 | 16.67% | -33.33% | +16.66% | -16.67% | -4.06% | 05:05 | -01:29 | -01:24 | 05:04 | 09:36 | 12:30 | 11:00 | 08:08 |
 | Void Stone | 2 | 14.29% | 65.0 | 50.00% | +33.33% | +50.00% | 0.00% | 0.00% | 33:19 | 20:50 | 20:50 | 45:47 | 45:47 | 45:47 | 24:57 | 18:28 |
 | Wraith Pact | 2 | 14.29% | 62.5 | 50.00% | +33.33% | -50.00% | 0.00% | 0.00% | 36:52 | 30:04 | 30:04 | 43:39 | 43:39 | 43:39 | 13:35 | 10:03 |
 | Ring of Protection | 2 | 14.29% | 60.0 | 50.00% | +33.33% | +50.00% | 0.00% | 0.00% | 28:34 | 27:24 | 27:24 | 29:44 | 29:44 | 29:44 | 02:20 | 01:43 |
 | Vladmir's Offering | 2 | 14.29% | 57.5 | 50.00% | +33.33% | -50.00% | 0.00% | 0.00% | 36:02 | 29:45 | 29:45 | 42:19 | 42:19 | 42:19 | 12:34 | 09:18 |
 | Buckler | 2 | 14.29% | 55.0 | 50.00% | +33.33% | +50.00% | 0.00% | 0.00% | 28:34 | 27:24 | 27:24 | 29:44 | 29:44 | 29:44 | 02:20 | 01:43 |
 | Ring of Basilius | 2 | 14.29% | 52.5 | 50.00% | +33.33% | -50.00% | 0.00% | 0.00% | 36:02 | 29:44 | 29:44 | 42:19 | 42:19 | 42:19 | 12:35 | 09:19 |
 | Morbid Mask | 2 | 14.29% | 52.5 | 50.00% | +33.33% | -50.00% | 0.00% | 0.00% | 36:02 | 29:44 | 29:44 | 42:19 | 42:19 | 42:19 | 12:35 | 09:19 |
 | Orb of Venom | 4 | 28.57% | 47.5 | 25.00% | +5.00% | -25.00% | -25.00% | 0.00% | 01:04 | -01:29 | -01:29 | -01:29 | -01:29 | 08:44 | 00:00 | 00:00 |
 | Drum of Endurance | 5 | 35.71% | 45.0 | 20.00% | -2.22% | -20.00% | -20.00% | 0.00% | 16:02 | 13:32 | 13:32 | 15:55 | 16:43 | 19:28 | 03:11 | 02:21 |
 | Black King Bar | 6 | 42.86% | 42.5 | 16.67% | -8.33% | -16.67% | -16.67% | 0.00% | 26:10 | 19:21 | 22:42 | 25:59 | 30:20 | 32:18 | 07:38 | 05:39 |
 | Wind Lace | 11 | 78.57% | 40.0 | 9.09% | -57.58% | -9.09% | +24.24% | 12.74% | 10:08 | -01:29 | 08:03 | 10:19 | 10:40 | 25:48 | 02:37 | 01:56 |
 | Vanguard | 4 | 28.57% | 37.5 | 0.00% | -30.00% | 0.00% | 0.00% | 0.00% | 06:19 | 05:05 | 05:05 | 05:18 | 06:22 | 08:29 | 01:17 | 00:57 |
 | Quelling Blade | 7 | 50.00% | 35.0 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 00:02 | -01:29 | -01:29 | -01:29 | -01:29 | 05:27 | 00:00 | 00:00 |
 | Force Staff | 1 | 7.14% | 32.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 7.14% | 30.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 00:00 | 00:00 |
 | Tranquil Boots | 4 | 28.57% | 27.5 | 0.00% | -30.00% | 0.00% | 0.00% | 0.00% | 13:10 | 04:58 | 04:58 | 07:07 | 14:18 | 26:17 | 09:20 | 06:54 |
 | Solar Crest | 1 | 7.14% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 7.14% | 22.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 45:47 | 00:00 | 00:00 |
 | Wraith Band | 1 | 7.14% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 00:00 | 00:00 |
 | Blight Stone | 2 | 14.29% | 17.5 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 12:20 | 09:27 | 09:27 | 15:13 | 15:13 | 15:13 | 05:46 | 04:16 |
 | Crown | 1 | 7.14% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 7.14% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:52 | 11:52 | 11:52 | 11:52 | 11:52 | 11:52 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 7.14% | 10.0 | 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 |
 | Hand of Midas | 1 | 7.14% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |
 | Bottle | 1 | 7.14% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 7.14% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 00:00 | 00:00 |