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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 | |
 | Aether Lens | 3 | 18.75% | 100.0 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 35:12 | 28:14 | 28:14 | 33:40 | 43:42 | 43:42 | 15:28 | 11:27 |
 | Ring of Protection | 15 | 93.75% | 96.2 | 60.00% | +60.00% | +15.00% | -10.00% | -4.72% | 04:33 | -01:29 | 01:09 | 04:12 | 06:27 | 13:43 | 05:18 | 03:55 |
 | Black King Bar | 13 | 81.25% | 92.3 | 61.54% | +28.21% | +38.46% | +5.13% | -10.93% | 25:02 | 19:34 | 22:34 | 24:42 | 25:37 | 37:07 | 03:03 | 02:15 |
 | Magic Stick | 9 | 56.25% | 88.5 | 66.67% | +23.81% | -16.67% | -16.67% | 0.00% | 07:21 | 01:09 | 02:08 | 05:08 | 09:58 | 18:59 | 07:50 | 05:48 |
 | Ring of Basilius | 7 | 43.75% | 84.6 | 71.43% | +26.99% | +28.57% | +28.57% | 0.00% | 10:37 | 00:59 | 02:15 | 05:13 | 13:43 | 30:16 | 11:28 | 08:29 |
 | Morbid Mask | 7 | 43.75% | 80.8 | 71.43% | +26.99% | -21.43% | +28.57% | 11.07% | 15:46 | 07:14 | 10:23 | 13:58 | 14:54 | 32:18 | 04:31 | 03:20 |
 | Magic Wand | 7 | 43.75% | 76.9 | 71.43% | +26.99% | -21.43% | -21.43% | 0.00% | 08:22 | -01:29 | -01:29 | 08:53 | 10:27 | 20:15 | 11:56 | 08:50 |
 | Vladmir's Offering | 7 | 43.75% | 73.1 | 71.43% | +26.99% | -21.43% | +28.57% | 8.04% | 16:50 | 08:59 | 11:11 | 13:59 | 17:24 | 33:47 | 06:13 | 04:36 |
 | Buckler | 7 | 43.75% | 69.2 | 71.43% | +26.99% | -21.43% | +28.57% | 6.88% | 14:07 | 06:19 | 06:27 | 10:23 | 13:43 | 33:47 | 07:16 | 05:22 |
 | Blink Dagger | 16 | 100.00% | 65.4 | 56.25% | +56.25% | +18.75% | +18.75% | 0.00% | 20:54 | 09:07 | 15:03 | 17:41 | 25:40 | 37:13 | 10:37 | 07:51 |
 | Boots of Speed | 16 | 100.00% | 61.5 | 56.25% | +56.25% | -6.25% | -31.25% | -10.71% | 04:24 | 01:09 | 02:46 | 04:02 | 05:06 | 09:40 | 02:20 | 01:43 |
 | Arcane Boots | 12 | 75.00% | 57.7 | 58.33% | +8.33% | +8.34% | +8.34% | 0.00% | 08:34 | 03:45 | 05:27 | 06:15 | 07:15 | 25:19 | 01:48 | 01:20 |
 | Urn of Shadows | 10 | 62.50% | 53.8 | 60.00% | +10.00% | +40.00% | -60.00% | -21.82% | 04:21 | 02:07 | 02:32 | 03:07 | 07:07 | 08:03 | 04:35 | 03:23 |
 | Spirit Vessel | 8 | 50.00% | 50.0 | 62.50% | +12.50% | +37.50% | -62.50% | -30.93% | 12:14 | 09:11 | 10:03 | 11:20 | 13:17 | 17:03 | 03:14 | 02:23 |
 | Void Stone | 6 | 37.50% | 46.2 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 32:00 | 23:20 | 28:10 | 31:07 | 34:52 | 39:45 | 06:42 | 04:57 |
 | Wraith Pact | 6 | 37.50% | 42.3 | 66.67% | +16.67% | -16.67% | +33.33% | 0.00% | 20:18 | 11:26 | 14:00 | 17:47 | 23:11 | 35:45 | 09:11 | 06:48 |
 | Refresher Orb | 5 | 31.25% | 38.5 | 60.00% | +5.45% | +40.00% | -60.00% | 0.00% | 39:15 | 31:20 | 31:20 | 40:20 | 41:14 | 47:06 | 09:54 | 07:20 |
 | Ring of Health | 6 | 37.50% | 34.6 | 50.00% | -10.00% | 0.00% | +50.00% | 0.00% | 31:40 | 23:20 | 27:18 | 30:28 | 34:52 | 39:44 | 07:34 | 05:36 |
 | Wind Lace | 6 | 37.50% | 30.8 | 50.00% | -10.00% | 0.00% | -50.00% | 0.00% | 11:55 | 07:26 | 07:51 | 08:26 | 10:58 | 28:06 | 03:07 | 02:18 |
 | Null Talisman | 1 | 6.25% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 6.25% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:10 | 09:10 | 09:10 | 09:10 | 09:10 | 09:10 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 6.25% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:39 | 47:39 | 47:39 | 47:39 | 47:39 | 47:39 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 31.25% | 15.4 | 40.00% | -23.64% | +60.00% | -40.00% | 0.00% | 34:35 | 27:10 | 27:10 | 33:29 | 37:37 | 42:20 | 10:27 | 07:44 |
 | Hand of Midas | 1 | 6.25% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 12.50% | 7.7 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 32:57 | 31:11 | 31:11 | 34:43 | 34:43 | 34:43 | 03:32 | 02:37 |
 | Hood of Defiance | 1 | 6.25% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |