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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 | |
 | Magic Wand | 16 | 84.21% | 100.0 | 62.50% | +62.50% | +37.50% | +12.50% | -16.30% | 05:42 | 01:50 | 05:07 | 05:46 | 06:39 | 09:48 | 01:32 | 01:08 |
 | Kaya | 14 | 73.68% | 97.4 | 64.29% | +44.29% | -14.29% | +2.38% | 3.10% | 24:11 | 18:14 | 20:57 | 22:39 | 26:20 | 32:56 | 05:23 | 03:59 |
 | Kaya and Sange | 13 | 68.42% | 94.9 | 61.54% | +28.21% | -28.21% | +5.13% | 7.78% | 26:47 | 21:44 | 23:33 | 25:54 | 27:50 | 35:07 | 04:17 | 03:10 |
 | Witch Blade | 18 | 94.74% | 92.3 | 55.56% | +55.56% | +4.44% | -5.56% | -9.84% | 12:30 | 09:12 | 12:00 | 12:13 | 13:01 | 15:44 | 01:01 | 00:45 |
 | Magic Stick | 18 | 94.74% | 89.7 | 55.56% | +55.56% | +24.44% | +19.44% | -1.57% | 03:56 | -01:29 | 02:18 | 03:20 | 05:29 | 09:33 | 03:11 | 02:21 |
 | Chainmail | 18 | 94.74% | 87.2 | 55.56% | +55.56% | -15.56% | -5.56% | 4.65% | 11:15 | 08:57 | 09:57 | 11:01 | 12:06 | 14:42 | 02:09 | 01:35 |
 | Sange | 14 | 73.68% | 84.6 | 57.14% | +17.14% | -7.14% | -23.81% | -4.95% | 26:27 | 19:00 | 23:42 | 24:20 | 27:04 | 38:04 | 03:22 | 02:29 |
 | Null Talisman | 19 | 100.00% | 82.1 | 52.63% | +52.63% | +7.37% | +7.37% | 0.00% | 03:35 | 01:50 | 03:08 | 03:44 | 04:01 | 04:39 | 00:53 | 00:39 |
 | Boots of Speed | 19 | 100.00% | 79.5 | 52.63% | +52.63% | -12.63% | +7.37% | 20.00% | 05:36 | 02:41 | 05:00 | 05:15 | 05:49 | 09:41 | 00:49 | 00:36 |
 | Blink Dagger | 18 | 94.74% | 76.9 | 50.00% | -50.00% | +30.00% | 0.00% | -8.53% | 17:31 | 13:24 | 16:00 | 16:38 | 19:31 | 22:11 | 03:31 | 02:36 |
 | Bottle | 18 | 94.74% | 74.4 | 50.00% | -50.00% | -30.00% | +25.00% | 55.00% | 01:27 | 01:05 | 01:18 | 01:20 | 01:38 | 01:58 | 00:20 | 00:14 |
 | Octarine Core | 4 | 21.05% | 71.8 | 75.00% | +28.33% | +25.00% | -75.00% | -22.81% | 34:02 | 30:28 | 30:28 | 31:50 | 34:51 | 38:59 | 04:23 | 03:14 |
 | Ethereal Blade | 2 | 10.53% | 69.2 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 32:25 | 28:43 | 28:43 | 36:07 | 36:07 | 36:07 | 07:24 | 05:28 |
 | Ghost Scepter | 2 | 10.53% | 66.7 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 32:25 | 28:43 | 28:43 | 36:07 | 36:07 | 36:07 | 07:24 | 05:28 |
 | Void Stone | 11 | 57.89% | 64.1 | 45.45% | -17.05% | -12.12% | -12.12% | 0.00% | 28:16 | 11:49 | 24:34 | 31:05 | 32:53 | 36:55 | 08:19 | 06:09 |
 | Aether Lens | 6 | 31.58% | 61.5 | 50.00% | -3.85% | 0.00% | -50.00% | -8.29% | 32:58 | 29:14 | 30:28 | 31:50 | 36:30 | 36:47 | 06:02 | 04:28 |
 | Power Treads | 3 | 15.79% | 59.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 11:28 | 08:22 | 08:22 | 09:37 | 16:24 | 16:24 | 08:02 | 05:57 |
 | Linken's Sphere | 5 | 26.32% | 56.4 | 40.00% | -17.14% | +60.00% | +60.00% | 0.00% | 32:13 | 28:24 | 28:24 | 31:05 | 36:01 | 36:56 | 07:37 | 05:38 |
 | Ring of Health | 5 | 26.32% | 53.8 | 40.00% | -17.14% | +60.00% | +60.00% | 0.00% | 32:00 | 28:09 | 28:09 | 30:59 | 35:24 | 36:53 | 07:15 | 05:22 |
 | Dagon | 2 | 10.53% | 51.3 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 40:38 | 38:15 | 38:15 | 43:01 | 43:01 | 43:01 | 04:46 | 03:31 |
 | Crown | 2 | 10.53% | 48.7 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 40:38 | 38:15 | 38:15 | 43:01 | 43:01 | 43:01 | 04:46 | 03:31 |
 | Aeon Disk | 2 | 10.53% | 46.2 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 39:37 | 28:12 | 28:12 | 51:02 | 51:02 | 51:02 | 22:50 | 16:54 |
 | Dagon (level 2) | 2 | 10.53% | 43.6 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 41:28 | 38:50 | 38:50 | 44:06 | 44:06 | 44:06 | 05:16 | 03:54 |
 | Wind Lace | 3 | 15.79% | 41.0 | 33.33% | -22.92% | -33.33% | 0.00% | 0.00% | 18:18 | 14:04 | 14:04 | 16:38 | 24:12 | 24:12 | 10:08 | 07:30 |
 | Eul's Scepter of Divinity | 3 | 15.79% | 38.5 | 33.33% | -22.92% | -33.33% | 0.00% | 0.00% | 18:50 | 14:19 | 14:19 | 17:27 | 24:45 | 24:45 | 10:26 | 07:43 |
 | Aghanim's Scepter | 3 | 15.79% | 35.9 | 33.33% | -22.92% | +66.67% | 0.00% | 0.00% | 30:12 | 27:47 | 27:47 | 30:14 | 32:35 | 32:35 | 04:48 | 03:33 |
 | Black King Bar | 4 | 21.05% | 33.3 | 25.00% | -35.00% | +75.00% | -25.00% | -8.55% | 36:45 | 23:11 | 23:11 | 31:12 | 34:53 | 57:44 | 11:42 | 08:40 |
 | Dagon (level 4) | 1 | 5.26% | 30.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:53 | 48:53 | 48:53 | 48:53 | 48:53 | 48:53 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 5.26% | 28.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 5.26% | 25.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 00:00 | 00:00 |
 | Desolator | 1 | 5.26% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |
 | Blight Stone | 1 | 5.26% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.26% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:37 | 1:01:37 | 1:01:37 | 1:01:37 | 1:01:37 | 1:01:37 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.26% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:06 | 42:06 | 42:06 | 42:06 | 42:06 | 42:06 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 5.26% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 00:00 | 00:00 |
 | Daedalus | 1 | 5.26% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 5.26% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:23 | 11:23 | 11:23 | 11:23 | 11:23 | 11:23 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.26% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 5.26% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 00:00 | 00:00 |