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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 | |
 | Void Stone | 5 | 18.52% | 100.0 | 100.00% | +59.09% | 0.00% | 0.00% | 0.00% | 29:06 | 19:14 | 19:14 | 28:59 | 29:50 | 39:34 | 10:36 | 07:51 |
 | Ring of Basilius | 14 | 51.85% | 96.8 | 78.57% | +55.49% | -3.57% | -45.24% | -7.65% | 03:06 | -01:29 | 00:46 | 02:15 | 06:13 | 10:27 | 05:27 | 04:02 |
 | Buckler | 14 | 51.85% | 93.5 | 78.57% | +55.49% | -3.57% | -11.90% | -2.24% | 07:32 | 03:30 | 06:08 | 06:25 | 09:51 | 12:29 | 03:43 | 02:45 |
 | Morbid Mask | 13 | 48.15% | 90.3 | 76.92% | +48.35% | +23.08% | -10.25% | -10.20% | 10:39 | 07:43 | 08:34 | 11:02 | 11:50 | 13:36 | 03:16 | 02:25 |
 | Vladmir's Offering | 13 | 48.15% | 87.1 | 76.92% | +48.35% | +23.08% | -43.59% | -28.78% | 12:12 | 09:45 | 10:45 | 12:33 | 13:04 | 15:21 | 02:19 | 01:42 |
 | Wraith Pact | 12 | 44.44% | 83.9 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 15:30 | 12:42 | 14:04 | 16:01 | 16:26 | 16:59 | 02:22 | 01:45 |
 | Null Talisman | 8 | 29.63% | 80.6 | 75.00% | +32.89% | +25.00% | +25.00% | 0.00% | 03:07 | -01:29 | 02:09 | 02:36 | 03:57 | 06:59 | 01:48 | 01:20 |
 | Magic Wand | 10 | 37.04% | 77.4 | 70.00% | +28.82% | +30.00% | -20.00% | -8.65% | 05:28 | -01:29 | 02:55 | 06:56 | 08:42 | 10:25 | 05:47 | 04:17 |
 | Ring of Health | 3 | 11.11% | 74.2 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 34:48 | 28:59 | 28:59 | 35:59 | 39:27 | 39:27 | 10:28 | 07:45 |
 | Blink Dagger | 24 | 88.89% | 71.0 | 54.17% | +20.84% | -37.50% | +29.16% | 10.67% | 17:01 | 11:28 | 13:38 | 15:49 | 19:53 | 24:50 | 06:15 | 04:37 |
 | Boots of Speed | 27 | 100.00% | 67.7 | 51.85% | +51.85% | -23.28% | +5.29% | 16.33% | 04:31 | -01:29 | 03:42 | 04:48 | 05:27 | 08:10 | 01:45 | 01:17 |
 | Ring of Protection | 26 | 96.30% | 64.5 | 50.00% | -50.00% | -21.43% | +33.33% | 12.31% | 03:49 | -01:29 | 01:44 | 03:43 | 06:11 | 10:18 | 04:27 | 03:17 |
 | Wind Lace | 10 | 37.04% | 61.3 | 60.00% | +12.94% | -26.67% | +40.00% | 8.28% | 10:59 | 05:27 | 06:41 | 10:55 | 14:44 | 17:17 | 08:03 | 05:57 |
 | Black King Bar | 22 | 81.48% | 58.1 | 45.45% | -34.55% | -28.78% | +34.55% | 12.54% | 26:59 | 20:36 | 24:10 | 25:36 | 29:13 | 35:44 | 05:03 | 03:44 |
 | Aghanim's Shard | 11 | 40.74% | 54.8 | 54.55% | +4.55% | -54.55% | +45.45% | 14.12% | 32:32 | 27:46 | 28:00 | 30:01 | 35:05 | 45:00 | 07:05 | 05:14 |
 | Magic Stick | 11 | 40.74% | 51.6 | 54.55% | +4.55% | -21.22% | +12.12% | 6.67% | 03:26 | -01:29 | -01:26 | 04:05 | 06:26 | 09:35 | 07:52 | 05:49 |
 | Aether Lens | 2 | 7.41% | 48.4 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 31:26 | 19:14 | 19:14 | 43:38 | 43:38 | 43:38 | 24:24 | 18:04 |
 | Linken's Sphere | 2 | 7.41% | 45.2 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 33:10 | 29:20 | 29:20 | 37:00 | 37:00 | 37:00 | 07:40 | 05:40 |
 | Refresher Orb | 1 | 3.70% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.70% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:18 | 50:18 | 50:18 | 50:18 | 50:18 | 50:18 | 00:00 | 00:00 |
 | Mekansm | 1 | 3.70% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.70% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.70% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 00:00 | 00:00 |
 | Headdress | 1 | 3.70% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.70% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:01 | 45:01 | 45:01 | 45:01 | 45:01 | 45:01 | 00:00 | 00:00 |
 | Chainmail | 1 | 3.70% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 3.70% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 00:00 | 00:00 |
 | Spirit Vessel | 6 | 22.22% | 12.9 | 33.33% | -23.81% | -33.33% | +66.67% | 0.00% | 14:33 | 10:05 | 10:32 | 11:47 | 16:11 | 25:23 | 05:39 | 04:11 |
 | Urn of Shadows | 14 | 51.85% | 9.7 | 21.43% | -63.19% | +28.57% | -21.43% | -22.22% | 03:57 | 02:19 | 02:48 | 03:46 | 05:03 | 05:45 | 02:15 | 01:40 |
 | Arcane Boots | 14 | 51.85% | 6.5 | 21.43% | -63.19% | -21.43% | +11.90% | 11.43% | 09:03 | 03:59 | 06:07 | 07:04 | 09:02 | 26:13 | 02:55 | 02:09 |
 | Hand of Midas | 1 | 3.70% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 00:00 | 00:00 |