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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 | 24 | 66.67% | 100.0 | 62.50% | +37.50% | +20.83% | -29.17% | -10.49% | 05:41 | -01:29 | 02:55 | 06:27 | 07:41 | 12:39 | 04:46 | 03:31 |
 | Urn of Shadows | 24 | 66.67% | 97.1 | 62.50% | +37.50% | +37.50% | -12.50% | -13.33% | 08:07 | 02:54 | 05:56 | 08:09 | 09:41 | 15:37 | 03:45 | 02:46 |
 | Spirit Vessel | 15 | 41.67% | 94.3 | 66.67% | +28.57% | +8.33% | -41.67% | -13.70% | 20:18 | 08:24 | 18:04 | 19:19 | 21:43 | 39:26 | 03:39 | 02:42 |
 | Magic Stick | 35 | 97.22% | 91.4 | 51.43% | +51.43% | +15.24% | -6.99% | -3.54% | 03:56 | -01:29 | 00:48 | 02:56 | 07:05 | 11:26 | 06:17 | 04:39 |
 | Magic Wand | 28 | 77.78% | 88.6 | 53.57% | +16.07% | +17.86% | -25.00% | -5.39% | 11:34 | 01:16 | 05:44 | 10:53 | 13:41 | 28:22 | 07:57 | 05:53 |
 | Aghanim's Shard | 3 | 8.33% | 85.7 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 27:41 | 24:00 | 24:00 | 27:31 | 31:31 | 31:31 | 07:31 | 05:34 |
 | Kaya | 3 | 8.33% | 82.9 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 33:33 | 30:22 | 30:22 | 30:55 | 39:22 | 39:22 | 09:00 | 06:40 |
 | Black King Bar | 12 | 33.33% | 80.0 | 58.33% | +12.50% | +41.67% | -58.33% | -8.96% | 32:22 | 24:01 | 26:12 | 30:38 | 37:22 | 44:46 | 11:10 | 08:16 |
 | Aghanim's Scepter | 8 | 22.22% | 77.1 | 62.50% | +16.07% | -12.50% | -12.50% | 0.00% | 32:04 | 24:20 | 28:27 | 32:00 | 36:30 | 37:05 | 08:03 | 05:57 |
 | Ring of Basilius | 6 | 16.67% | 74.3 | 66.67% | +20.00% | -16.67% | -66.67% | -4.39% | 09:00 | 03:22 | 03:34 | 06:20 | 14:57 | 15:48 | 11:23 | 08:25 |
 | Veil of Discord | 6 | 16.67% | 71.4 | 66.67% | +20.00% | +33.33% | -66.67% | -14.60% | 15:27 | 12:16 | 12:25 | 12:26 | 19:16 | 22:42 | 06:51 | 05:04 |
 | Boots of Speed | 28 | 77.78% | 68.6 | 39.29% | -48.21% | -10.72% | +3.57% | 1.78% | 04:53 | -01:29 | -01:29 | 04:20 | 09:31 | 14:31 | 11:00 | 08:08 |
 | Blink Dagger | 2 | 5.56% | 65.7 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 43:18 | 42:18 | 42:18 | 44:18 | 44:18 | 44:18 | 02:00 | 01:28 |
 | Crown | 8 | 22.22% | 62.9 | 50.00% | 0.00% | +50.00% | 0.00% | -10.24% | 11:57 | 08:02 | 08:32 | 10:13 | 13:25 | 18:03 | 04:53 | 03:37 |
 | Ghost Scepter | 5 | 13.89% | 60.0 | 60.00% | +11.61% | +40.00% | +40.00% | 0.00% | 33:10 | 26:24 | 26:24 | 31:39 | 34:11 | 42:24 | 07:47 | 05:45 |
 | Bracer | 5 | 13.89% | 57.1 | 60.00% | +11.61% | +40.00% | -60.00% | -7.55% | 11:31 | -01:29 | -01:29 | 13:40 | 14:44 | 17:43 | 16:13 | 12:00 |
 | Wind Lace | 13 | 36.11% | 54.3 | 38.46% | -18.06% | -38.46% | +28.21% | 7.31% | 11:45 | 03:10 | 03:24 | 10:06 | 12:31 | 33:54 | 09:07 | 06:45 |
 | Void Stone | 6 | 16.67% | 51.4 | 50.00% | 0.00% | -50.00% | +50.00% | 7.81% | 27:47 | 15:56 | 21:43 | 22:14 | 34:31 | 38:15 | 12:48 | 09:28 |
 | Quelling Blade | 4 | 11.11% | 48.6 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 16:09 | -01:29 | -01:29 | 17:18 | 18:06 | 30:42 | 19:35 | 14:30 |
 | Ethereal Blade | 1 | 2.78% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 00:00 | 00:00 |
 | Orb of Venom | 5 | 13.89% | 42.9 | 40.00% | -11.61% | +60.00% | +60.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tranquil Boots | 9 | 25.00% | 40.0 | 22.22% | -37.04% | -22.22% | -22.22% | 0.00% | 11:04 | 04:01 | 05:31 | 10:35 | 12:41 | 26:23 | 07:10 | 05:18 |
 | Fluffy Hat | 2 | 5.56% | 37.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 23:05 | 13:58 | 13:58 | 32:11 | 32:11 | 32:11 | 18:13 | 13:29 |
 | Arcane Boots | 2 | 5.56% | 34.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 20:01 | 09:02 | 09:02 | 31:00 | 31:00 | 31:00 | 21:58 | 16:16 |
 | Eul's Scepter of Divinity | 3 | 8.33% | 31.4 | 33.33% | -18.19% | -33.33% | 0.00% | 0.00% | 28:39 | 23:50 | 23:50 | 27:34 | 34:33 | 34:33 | 10:43 | 07:56 |
 | Mekansm | 1 | 2.78% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:07 | 17:07 | 17:07 | 17:07 | 17:07 | 17:07 | 00:00 | 00:00 |
 | Helm of the Dominator | 2 | 5.56% | 25.7 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 22:59 | 20:03 | 20:03 | 25:55 | 25:55 | 25:55 | 05:52 | 04:20 |
 | Guardian Greaves | 1 | 2.78% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:40 | 21:40 | 21:40 | 21:40 | 21:40 | 21:40 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.78% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.78% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 36:11 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.78% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.78% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:10 | 51:10 | 51:10 | 51:10 | 51:10 | 51:10 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 5.56% | 8.6 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 17:41 | 15:56 | 15:56 | 19:26 | 19:26 | 19:26 | 03:30 | 02:35 |
 | Headdress | 1 | 2.78% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 12:32 | 00:00 | 00:00 |
 | Buckler | 1 | 2.78% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |