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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 | |
 | Black King Bar | 12 | 27.27% | 100.0 | 83.33% | +39.58% | -16.66% | +16.67% | 6.85% | 32:04 | 26:56 | 28:19 | 30:34 | 33:11 | 42:06 | 04:52 | 03:36 |
 | Void Stone | 28 | 63.64% | 97.7 | 64.29% | +26.79% | -7.15% | -7.15% | 0.00% | 16:58 | 07:10 | 12:00 | 12:49 | 16:56 | 40:47 | 04:56 | 03:39 |
 | Aghanim's Scepter | 37 | 84.09% | 95.3 | 59.46% | +30.89% | -15.02% | +18.32% | 8.13% | 23:36 | 15:28 | 20:53 | 23:21 | 24:59 | 36:44 | 04:06 | 03:02 |
 | Eul's Scepter of Divinity | 24 | 54.55% | 93.0 | 62.50% | +17.50% | +20.83% | -12.50% | -11.83% | 15:44 | 11:58 | 13:01 | 14:36 | 15:50 | 33:17 | 02:49 | 02:05 |
 | Wind Lace | 26 | 59.09% | 90.7 | 61.54% | +17.10% | -18.68% | +5.13% | 7.00% | 12:03 | 05:21 | 09:37 | 10:39 | 13:01 | 32:57 | 03:24 | 02:31 |
 | Quelling Blade | 41 | 93.18% | 88.4 | 56.10% | +22.77% | +3.90% | -16.10% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Null Talisman | 41 | 93.18% | 86.0 | 56.10% | +22.77% | +13.90% | +13.90% | 0.00% | 04:28 | 01:49 | 03:28 | 04:12 | 05:18 | 07:38 | 01:50 | 01:21 |
 | Magic Stick | 37 | 84.09% | 83.7 | 56.76% | +13.90% | -1.20% | -1.20% | 0.00% | 03:53 | -01:29 | 02:13 | 02:36 | 05:02 | 12:42 | 02:49 | 02:05 |
 | Magic Wand | 35 | 79.55% | 81.4 | 57.14% | +12.70% | -12.70% | -1.58% | 4.67% | 05:47 | -01:29 | 04:41 | 05:43 | 07:04 | 12:59 | 02:23 | 01:45 |
 | Boots of Speed | 44 | 100.00% | 79.1 | 54.55% | +54.55% | -18.19% | 0.00% | 7.53% | 05:05 | 00:40 | 03:50 | 05:18 | 06:15 | 07:56 | 02:25 | 01:47 |
 | Bottle | 44 | 100.00% | 76.7 | 54.55% | +54.55% | -9.10% | 0.00% | 9.10% | 01:39 | 00:07 | 01:22 | 01:32 | 01:45 | 04:28 | 00:23 | 00:17 |
 | Kaya and Sange | 22 | 50.00% | 74.4 | 59.09% | +9.09% | +7.58% | +20.91% | 0.89% | 26:43 | 15:16 | 17:47 | 25:01 | 32:47 | 45:54 | 15:00 | 11:06 |
 | Sange | 22 | 50.00% | 72.1 | 59.09% | +9.09% | +7.58% | +0.91% | -0.44% | 25:45 | 14:43 | 17:23 | 22:36 | 32:35 | 45:53 | 15:12 | 11:15 |
 | Kaya | 31 | 70.45% | 69.8 | 54.84% | +0.99% | -4.84% | -4.84% | 0.00% | 24:34 | 11:00 | 15:16 | 25:04 | 30:18 | 45:54 | 15:02 | 11:08 |
 | Aghanim's Shard | 18 | 40.91% | 67.4 | 55.56% | +1.71% | +4.44% | +44.44% | 5.07% | 29:59 | 20:12 | 25:02 | 28:42 | 32:55 | 49:53 | 07:53 | 05:50 |
 | Chainmail | 12 | 27.27% | 65.1 | 58.33% | +5.20% | +8.34% | -25.00% | -9.26% | 10:48 | 06:56 | 08:27 | 09:30 | 12:03 | 18:20 | 03:36 | 02:40 |
 | Phase Boots | 9 | 20.45% | 62.8 | 55.56% | +1.27% | -5.56% | -5.56% | 0.00% | 10:47 | 07:28 | 07:36 | 09:37 | 11:31 | 18:20 | 03:55 | 02:54 |
 | Ghost Scepter | 5 | 11.36% | 60.5 | 60.00% | +6.15% | -60.00% | +40.00% | 0.00% | 34:59 | 27:43 | 27:43 | 36:28 | 38:00 | 40:41 | 10:17 | 07:37 |
 | Ethereal Blade | 5 | 11.36% | 58.1 | 60.00% | +6.15% | -60.00% | +40.00% | 0.00% | 35:39 | 28:53 | 28:53 | 37:42 | 38:21 | 40:41 | 09:28 | 07:00 |
 | Aeon Disk | 6 | 13.64% | 55.8 | 50.00% | -5.26% | 0.00% | -50.00% | -3.09% | 37:37 | 28:03 | 28:03 | 36:55 | 44:13 | 49:10 | 16:10 | 11:58 |
 | Ring of Health | 6 | 13.64% | 53.5 | 50.00% | -5.26% | +50.00% | -50.00% | -7.72% | 40:43 | 28:32 | 32:27 | 38:53 | 45:24 | 55:54 | 12:57 | 09:35 |
 | Witch Blade | 3 | 6.82% | 51.2 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 14:16 | 12:11 | 12:11 | 15:01 | 15:37 | 15:37 | 03:26 | 02:32 |
 | Scythe of Vyse | 1 | 2.27% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.27% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.27% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:47 | 46:47 | 46:47 | 46:47 | 46:47 | 46:47 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.27% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 2.27% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.27% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.27% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.27% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.27% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 00:00 | 00:00 |
 | Crown | 5 | 11.36% | 27.9 | 40.00% | -16.41% | +60.00% | +60.00% | 0.00% | 34:22 | 08:37 | 08:37 | 32:21 | 41:12 | 1:04:07 | 32:35 | 24:08 |
 | Refresher Orb | 5 | 11.36% | 25.6 | 40.00% | -16.41% | -40.00% | -40.00% | 0.00% | 49:51 | 40:13 | 40:13 | 45:24 | 59:40 | 60:40 | 19:27 | 14:24 |
 | Aether Lens | 2 | 4.55% | 23.3 | 50.00% | -4.76% | +50.00% | 0.00% | 0.00% | 49:31 | 46:47 | 46:47 | 52:15 | 52:15 | 52:15 | 05:28 | 04:02 |
 | Aghanim's Blessing | 2 | 4.55% | 20.9 | 50.00% | -4.76% | +50.00% | 0.00% | 0.00% | 53:17 | 53:09 | 53:09 | 53:25 | 53:25 | 53:25 | 00:16 | 00:11 |
 | Dagon (level 5) | 3 | 6.82% | 18.6 | 33.33% | -22.77% | -33.33% | 0.00% | 0.00% | 52:18 | 41:39 | 41:39 | 50:19 | 1:04:57 | 1:04:57 | 23:18 | 17:15 |
 | Dagon (level 2) | 3 | 6.82% | 16.3 | 33.33% | -22.77% | -33.33% | 0.00% | 0.00% | 47:41 | 34:23 | 34:23 | 43:43 | 1:04:57 | 1:04:57 | 30:34 | 22:38 |
 | Dagon (level 3) | 3 | 6.82% | 14.0 | 33.33% | -22.77% | -33.33% | 0.00% | 0.00% | 49:27 | 39:15 | 39:15 | 44:10 | 1:04:57 | 1:04:57 | 25:42 | 19:02 |
 | Dagon (level 4) | 3 | 6.82% | 11.6 | 33.33% | -22.77% | -33.33% | 0.00% | 0.00% | 49:39 | 39:15 | 39:15 | 44:46 | 1:04:57 | 1:04:57 | 25:42 | 19:02 |
 | Dagon | 4 | 9.09% | 9.3 | 25.00% | -32.50% | -25.00% | +75.00% | 0.00% | 40:48 | 25:32 | 25:32 | 32:21 | 41:12 | 1:04:07 | 15:40 | 11:36 |
 | Spirit Vessel | 1 | 2.27% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.27% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:07 | 06:07 | 06:07 | 06:07 | 06:07 | 06:07 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.27% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:09 | 08:09 | 08:09 | 08:09 | 08:09 | 08:09 | 00:00 | 00:00 |