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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 | |
 | Aeon Disk | 4 | 28.57% | 100.0 | 75.00% | +55.00% | -75.00% | +25.00% | 0.00% | 34:18 | 23:38 | 23:38 | 34:40 | 37:09 | 41:43 | 13:31 | 10:00 |
 | Pipe of Insight | 2 | 14.29% | 97.1 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 15:42 | 13:48 | 13:48 | 17:36 | 17:36 | 17:36 | 03:48 | 02:48 |
 | Hood of Defiance | 2 | 14.29% | 94.1 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 11:22 | 10:50 | 10:50 | 11:54 | 11:54 | 11:54 | 01:04 | 00:47 |
 | Magic Wand | 12 | 85.71% | 91.2 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 06:29 | -01:29 | -01:26 | 07:23 | 10:43 | 20:14 | 12:09 | 09:00 |
 | Blink Dagger | 14 | 100.00% | 88.2 | 35.71% | +35.71% | -35.71% | +30.96% | 7.59% | 20:45 | 13:29 | 15:30 | 22:21 | 24:17 | 28:46 | 08:47 | 06:30 |
 | Boots of Speed | 14 | 100.00% | 85.3 | 35.71% | +35.71% | +14.29% | -2.38% | -4.86% | 05:26 | 02:13 | 03:56 | 04:40 | 07:22 | 08:42 | 03:26 | 02:32 |
 | Arcane Boots | 14 | 100.00% | 82.4 | 35.71% | +35.71% | +14.29% | -2.38% | -5.24% | 09:04 | 05:40 | 07:00 | 08:44 | 10:11 | 13:58 | 03:11 | 02:21 |
 | Vanguard | 6 | 42.86% | 79.4 | 50.00% | +25.00% | 0.00% | -50.00% | -34.88% | 07:26 | 06:09 | 06:24 | 06:25 | 07:50 | 10:12 | 01:26 | 01:03 |
 | Aghanim's Scepter | 6 | 42.86% | 76.5 | 50.00% | +25.00% | 0.00% | -50.00% | -15.79% | 18:04 | 12:35 | 17:05 | 17:31 | 20:15 | 21:05 | 03:10 | 02:20 |
 | Ring of Health | 10 | 71.43% | 73.5 | 40.00% | +15.00% | +26.67% | -40.00% | -9.43% | 11:53 | 03:09 | 03:27 | 04:21 | 10:31 | 45:14 | 07:04 | 05:14 |
 | Magic Stick | 10 | 71.43% | 70.6 | 40.00% | +15.00% | -6.67% | +10.00% | 1.85% | 04:12 | -01:29 | -01:26 | 03:08 | 10:27 | 11:29 | 11:53 | 08:48 |
 | Aghanim's Shard | 13 | 92.86% | 67.6 | 30.77% | -69.23% | -30.77% | +2.56% | 3.44% | 23:26 | 15:39 | 17:55 | 22:11 | 27:36 | 33:39 | 09:41 | 07:10 |
 | Quelling Blade | 8 | 57.14% | 64.7 | 37.50% | +4.17% | -37.50% | +12.50% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -01:16 | 00:00 | 00:00 |
 | Lotus Orb | 4 | 28.57% | 61.8 | 50.00% | +20.00% | +50.00% | +50.00% | 0.00% | 28:33 | 22:00 | 22:00 | 26:19 | 31:31 | 34:21 | 09:31 | 07:02 |
 | Scythe of Vyse | 1 | 7.14% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 7.14% | 55.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:31 | 1:04:31 | 1:04:31 | 1:04:31 | 1:04:31 | 1:04:31 | 00:00 | 00:00 |
 | Void Stone | 5 | 35.71% | 52.9 | 40.00% | +6.67% | +60.00% | -40.00% | -7.84% | 30:19 | 21:22 | 21:22 | 31:31 | 34:07 | 38:21 | 12:45 | 09:26 |
 | Black King Bar | 5 | 35.71% | 50.0 | 40.00% | +6.67% | +60.00% | +60.00% | 0.00% | 32:39 | 29:44 | 29:44 | 33:45 | 34:17 | 34:50 | 04:33 | 03:22 |
 | Headdress | 6 | 42.86% | 47.1 | 33.33% | -4.17% | -33.33% | -33.33% | 0.00% | 16:59 | 07:26 | 08:24 | 11:43 | 16:27 | 44:56 | 08:03 | 05:57 |
 | Refresher Orb | 2 | 14.29% | 44.1 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 49:11 | 38:33 | 38:33 | 59:48 | 59:48 | 59:48 | 21:15 | 15:44 |
 | Soul Ring | 5 | 35.71% | 41.2 | 20.00% | -24.44% | -20.00% | -20.00% | 0.00% | 07:11 | 02:44 | 02:44 | 03:41 | 08:28 | 18:05 | 05:44 | 04:14 |
 | Null Talisman | 5 | 35.71% | 38.2 | 20.00% | -24.44% | -20.00% | -20.00% | 0.00% | 02:08 | 01:26 | 01:26 | 02:05 | 02:32 | 02:50 | 01:06 | 00:48 |
 | Ring of Protection | 6 | 42.86% | 35.3 | 16.67% | -33.33% | -16.67% | -16.67% | 0.00% | 07:15 | 01:37 | 01:37 | 02:55 | 12:18 | 18:02 | 10:41 | 07:54 |
 | Chainmail | 3 | 21.43% | 32.4 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 11:41 | 10:46 | 10:46 | 11:17 | 13:01 | 13:01 | 02:15 | 01:40 |
 | Ring of Basilius | 1 | 7.14% | 29.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:19 | 12:19 | 12:19 | 12:19 | 12:19 | 12:19 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 14.29% | 26.5 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 48:09 | 42:34 | 42:34 | 53:44 | 53:44 | 53:44 | 11:10 | 08:16 |
 | Buckler | 2 | 14.29% | 23.5 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 16:21 | 12:18 | 12:18 | 20:23 | 20:23 | 20:23 | 08:05 | 05:59 |
 | Vladmir's Offering | 1 | 7.14% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 00:00 | 00:00 |
 | Mekansm | 3 | 21.43% | 17.6 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 12:06 | 11:08 | 11:08 | 12:10 | 13:01 | 13:01 | 01:53 | 01:23 |
 | Guardian Greaves | 1 | 7.14% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 7.14% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 7.14% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 7.14% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:52 | 16:52 | 16:52 | 16:52 | 16:52 | 16:52 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 7.14% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:43 | 20:43 | 20:43 | 20:43 | 20:43 | 20:43 | 00:00 | 00:00 |